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Publications
Books, Monographs
- Kokossis, A. C.; Georgiadis, M. C.; Pistikopoulos, E. 33rd European Symposium on Computer Aided Process Engineering; Elsevier, 2023.
- Pistikopoulos, E. N.; Tian, Y Synthesis and Operability Strategies for Computer-Aided Modular Process Intensification; Elsevier, 2022.
- Avraamidou, S.; Pistikopoulos, E. Multi-level Mixed-Integer Optimization; De Gruyter, 2022.
- Pistikopoulos, E. N.; Diangelakis, N. A.; Oberdieck, R. Multi-parametric Optimization and Control; John Wiley & Sons, 2020, 2020.
- Burnak, B; Diangelakis, N. A.; Pistikopoulos, E. N. Integrated process design and operational optimization via multi-parametric programming; Morgan & Claypool Publishers, 2020, 2020.
- Pistikopoulos, E. N., Nascu, I., Velliou, E., Eds. Modelling Optimization and Control of Biomedical Systems; Wiley, 2018.
- Chinchuluun, A., Pardalos, P. M., Enkhbat, R., Pistikopoulos, E. N., Eds. Optimization, Simulation, and Control; Springer: New York, 2013.
- Georgiadis, M. C., Banga, J. R., Pistikopoulos, E. N., (Series: Pistikopoulos, E. N., Georgiadis, M. C., Dua, V. ), Eds. Dynamic Process Modeling; Process Systems Engineering 7; Wiley-VCH: Weinheim, 2011.
- Adjiman, C., Galindo, A., (Series: Pistikopoulos, E. N., Georgiadis, M. C., Dua, V. ), Eds. Molecular Systems Engineering; Process Systems Engineering 6; Wiley-VCH: Weinheim, 2011.
- Georgiadis, M. C., Kikkinides, E. S., Pistikopoulos, E. N., (Series: Pistikopoulos, E. N., Georgiadis, M. C., Dua, V. ), Eds. Energy Systems Engineering; Process Systems Engineering 5; Wiley-VCH: Weinheim, 2011.
- Papageorgiou, L. G., Georgiadis, M. C., (Series: Pistikopoulos, E. N., Georgiadis, M. C., Dua, V. ), Eds. Supply-Chain Optimization, Part II; Process Systems Engineering 4; Wiley-VCH: Weinheim, 2011.
- Papageorgiou, L. G., Georgiadis, M. C., (Series: Pistikopoulos, E. N., Georgiadis, M. C., Dua, V. ), Eds. Supply-Chain Optimization, Part I; Process Systems Engineering 3; Wiley-VCH: Weinheim, 2011.
- Pistikopoulos, E. N., Georgiadis, M. C., Dua, V., Eds. Multi-Parametric Model-Based Control; Process Systems Engineering 2; Wiley-VCH: Weinheim, 2011.
- Pistikopoulos, E. N., Georgiadis, M. C., Dua, V., Eds. Multi-Parametric Programming; Process Systems Engineering 1; Wiley-VCH: Weinheim, 2011.
- Pistikopoulos, E. N., Georgiadis, M. C., Kokossis, A. C., Eds. 21st European symposium on computer aided process engineering; Computer-aided chemical engineering 29; Elsevier: Amsterdam, 2011.
- Georgiadis, M. C.; Pistikopoulos, E. N. Energy and Process Integration; Thermal and Fluid Physics and Engineering ; Begell House, Inc: New York - Wallingford (UK), 2006.
Journal Articles
2024- Pistikopoulos, E. N.; Tian, Y. Advanced Modeling and Optimization Strategies for Process Synthesis. Annual Review of Chemical and Biomolecular Engineering 2024, 15, 81-103.
- Iakovou, E.; Pistikopoulos, E. N.; Walzberg, J.; Iseri, F.; Iseri, H.; Chrisandina, N. J.; Vedant, S.; Nkoutche, C. Next-Generation Reverse Logistics Networks of Photovoltaic Recycling: Perspectives and Challenges. Solar Energy 2024, 271, 112329.
- Narciso, D.; Pistikopoulos, E. N. Novel solution strategies for multiparametric nonlinear optimization problems with convex objective function and linear constraints. Optimization and Engineering 2024,.
- Kakodkar, R.; Allen, R. C.; Demirhan, C. D.; Fu, X.; Pappas, I.; Mutlu, M.; Pistikopoulos, E. N. Multiperiod Modeling and Optimization of Hydrogen-based Dense Energy Carrier Supply Chains. Processes 2024, 469.
- Pistikopoulos, E. N.; Akundi, S. S.; Kenefake, D.; Nikolaos A, D. The quest towards the integration of process control, process operations, and process operability-Industrial need or academic curiosity?. Computers & Chemical Engineering 2024, 108470.
- Chrisandina, N. J.; Vedant, S.; Iakovou, E.; Pistikopoulos, E. N.; El-Halwagi, M. M. Metrics and methods for resilience-aware design of process systems: advances and challenges. Current Opinion in Chemical Engineering 2024, 43, 100984.
- Allen, R. C.; Avraamidou, S.; Butenko, S.; Pistikopoulos, E. N. Solution Strategies for Integrated Distribution, Production, and Routing Problems Arising in Modular Manufacturing. European Journal of Operational Research 2024, 314, 963-979.
- Arunthavanathan, R.; Sajid, Z.; Tanjin Amin, Md. and T. Y.; Khan, F.; Pistikopoulos, E. N. Process Safety 4.0: Artificial Intelligence or Intelligence Augmentation for Safer Process Operation?. AIChE Journal 2024,.
- Chrisandina, N. J.; Deshpande, A. A.; Al-Fadhli, F. M.; Iakovou, E.; El-Halwagi, M. M.; Pistikopoulos, E. N. Integration of Risk, Flexibility, and Resilience in the Optimization of Water-Energy Nexus. The Canadian Journal of Chemical Engineering 2024,.
- Arunthavanathan, R.; Sajid, Z.; Khan, F.; Pistikopoulos, E. N. Artificial Intelligence-Human Intelligence Conflict and its Impact on Process System Safety. Digital Chemical Engineering 2024, 11, 100151.
- Di Martino, M.; Namany, S.; Mahmood, F.; Al-Ansari, T.; Linke, P.; Pistikopoulos, E. N. Food-Energy-Water Nexus Considerations in Optimal Greenhouse Farming Systems Design and Operation. Applied Energy 2024, Accepted.
- Baratsas, S.; Iseri, F.; Pistikopoulos, E. N. A Hybrid Statistical and Machine Learning Based Forecasting Framework for the Energy Sector. Computers and Chemical Engineering 2024, 108740.
- Kenefake, D.; Kakodkar, R.; Akundi, S. S.; Ali, M.; Pistikopoulos, E. N. A Multiparametric Approach to Accelerating RELU Neural Network Based Model Predictive Control. Control Engineering Practice 2024, 106041.
- Niknezhad, S. S.; Staack, D.; Pistikopoulos, E. N. Natural gas to hydrogen via a novel process intensified plasma-based reformer. Applied Energy 2024, 123911.
- Niknezhad, S. S.; Staack, D.; Pistikopoulos, E. N. Hydrogen Production Plant Via an Intensified Plasma-Based Technology. Submitted 2024,.
- Aziz, A.; Rios-Black, J.; Sandoval Mercado, C.; Amer, E.; Di Martino, M.; Pistikopoulos, E. N.; Daher, B. Future-Proofing Cities: A Financial Analysis for Contributing to Disaster Risk Reduction in Smart Water and Electric Grid Systems - A Houston, TX Study. Submitted 2024,.
- Di Martino, M.; Linke, P.; Pistikopoulos, E. N. Overcoming Modeling and Computational Complexity Challenges in Food-Energy-Water Nexus Optimization. Computers & Chemical Engineering 2024, 108902.
- Iseri, F.; Iseri, H.; Chrisandina, N. J.; Iakovou, E.; Pistikopoulos, E. N. AI-Based Predictive Analytics for Enhancing Data-Driven Supply Chain Optimization. Submitted 2024,.
2023- Kenefake, D.; Pistikopoulos, E. N. A Novel Parallel Combinatorial Algorithm for Multiparametric Programming. Optimization and Engineering 2023,.
- Ali, M.; Cai, X.; Khan, F. I; Pistikopoulos, E. N; Tian, Y. Dynamic risk-based process design and operational optimization via multi-parametric programming. Digital Chemical Engineering 2023, 100096.
- Pappas, I.; Diangelakis, N.; Pistikopoulos, E. N. Explicit Model Predictive Control through Robust Optimization. AIChE Journal 2023, e18172.
- Wen, He; Khan, F.; Ahmed, S.; Imtiaz, S.; Pistikopoulos, S. Risk assessment of human-automation conflict under cyberattacks in process systems. Computers & Chemical Engineering 2023, 172, 108175.
- Pappas, I.; Bindlish, R.; Ali, M.; Pistikopoulos, E. N. Optimal Operation of an Industrial Dividing Wall Column through Multiparametric Programming. Industrial & Engineering Chemistry Research 2023, 15029-15035.
- Nascu, I.; Diangelakis, N. A.; Munoz, S. G.; Pistikopoulos, E. N Advanced model predictive control strategies for evaporation processes in the pharmaceutical industries. Computers & Chemical Engineering 2023, 173, 108212.
- Wen, He; Amin, Md T.; Khan, F.; Ahmed, S.; Imtiaz, S.; Pistikopoulos, E. Assessment of Situation Awareness Conflict Risk between Human and AI in Process System Operation. Industrial & Engineering Chemistry Research 2023, 62 (9), 4028-4038.
- Allen, R C.; Iseri, F.; Demirhan, C D.; Pappas, I.; Pistikopoulos, E. N Improvements for decomposition based methods utilized in the development of multi-scale energy systems. Computers & Chemical Engineering 2023, 108135.
- Allen, R. C.; Baratsas, S. G; Kakodkar, R.; Avraamidou, S.; Demirhan, C. D.; Heuberger-Austin, C. F; Klokkenburg, M.; Pistikopoulos, E. N A multi-period integrated planning and scheduling approach for developing energy systems. Optimal Control Applications and Methods 2023, 44 (2), 355-372.
- Di Martino, M.; Linke, P.; Pistikopoulos, E. N. A Comprehensive Classification of Food-Energy-Water Nexus Optimization Studies: State of the Art. Journal of Cleaner Production 2023, 420, 138293.
- Lee, K.; Kenefake, D.; Xie, Le; Pistikopoulos, E. N. A Multi-parametric Programming Approach to Quantifying the Impact of Demand Response on Economic Dispatch. Under Review 2023,.
- Aghayev, Z.; T., S. A.; Ganesh, H. S.; Stossi, F.; Zhou, L.; Mancini, M. A.; Pistikopoulos, E. N.; Beykal, B. Machine Learning Methods for Endocrine Disrupting Potential Identification Based on Single-Cell Data. Chemical Engineering Science 2023, 281, 119086.
- Liu, Y.; Amin, M. T.; Khan, F.; Pistikopoulos, E. N. Safety Analysis of Proton Exchange Membrane Water Electrolysis System. Journal of Environmental Chemical Engineering 2023, 110772.
2022- Kakodkar, R; He, G; Demirhan, CD; Arbabzadeh, M; Baratsas, SG; Avraamidou, S; Mallapragada, D; Miller, I; Allen, RC; ençer, G.; Pistikopoulos, E. N. A review of analytical and optimization methodologies for transitions in multi-scale energy systems. Renewable and Sustainable Energy Reviews 2022, 160, 112277.
- Baratsas, S. G; Pistikopoulos, E. N; Avraamidou, S. A quantitative and holistic circular economy assessment framework at the micro level. Computers & Chemical Engineering 2022, 160, 107697.
- Tian, Y.; Meduri, V.; Bindlish, R.; Pistikopoulos, E. N A Process Intensification Synthesis Framework for the Design of Dividing Wall Column Systems. Computers & Chemical Engineering 2022, 107679.
- Gordon, C. A. K.; Pistikopoulos, E. N Data-driven and safety-aware holistic production planning. Journal of Loss Prevention in the Process Industries 2022, 104754.
- Beykal, B.; Avraamidou, S.; Pistikopoulos, E. N Data-driven optimization of mixed-integer bi-level multi-follower integrated planning and scheduling problems under demand uncertainty. Computers & Chemical Engineering 2022, 156, 107551.
- Cook, J.; Di Martino, M.; Allen, R. C.; Pistikopoulos, E. N.; Avraamidou, S. A decision-making framework for the optimal design of renewable energy systems under energy-water-land nexus considerations. Science of The Total Environment 2022, 827, 154185.
- Narciso, D. A. C.; Pappas, I.; Martins, F. G.; Pistikopoulos, E. N. A New Solution Strategy for Multiparametric Quadratic Programming. Computers and Chemical Engineering 2022, 164, 107882.
- Baratsas, S. G; Niziolek, A. M; Onel, O.; Matthews, L. R; Floudas, C. A; Hallermann, D. R; Sorescu, S. M; Pistikopoulos, E. N A novel quantitative forecasting framework in energy with applications in designing energy-intelligent tax policies. Applied Energy 2022, 305, 117790.
- Di Martino, M.; Avraamidou, S.; Pistikopoulos, E. N. A Neural Network Based Superstructure Optimization Approach to Reverse Osmosis Desalination Plants. Membranes 2022, 12 (2), 199.
- Namany, S.; Govindan, R.; Martino, M. D; Pistikopoulos, E. N; Linke, P.; Avraamidou, S.; Al-Ansari, T. Developing intelligence in food security: An agent-based modelling approach of Qatar’s food system interactions under socio-economic and environmental considerations. Sustainable Production and Consumption 2022, 32, 669-689.
- Kenefake, D.; Pappas, I.; Avraamidou, S.; Beykal, B.; Ganesh, H. S; Cao, Y.; Wang, Y.; Otashu, J.; Leyland, S.; Flores-Cerrillo, J. A Smart Manufacturing Strategy for Multi-Parametric Model Predictive Control in Air Separation Systems. Journal of Advanced Manufacturing and Processing 2022, e10120.
- Mohtar, R.; Sharma, V.; Daher, B.; Laspidou, C.; Kim, H.; Pistikopoulos, E. N.; Nuwayhid, I.; Lawford, R. G.; Rhouma, A.; Najm, M. A. Opportunities and Challenges for Establishing a Resource Nexus Community of Science and Practice. Frontiers in Environmental Science, section Environmental Systems Engineering 2022, 613.
- Wen, He; Amin, Md. T.; Ahmed, S.; Imtiaz, S.; Pistikopoulos, E. N.; Khan, F. I. A Methodology to Assess Human-Artificial Intelligence Conflict from Safety Perspective. Computers and Chemical Engineering 2022, 107939.
- Chrisandina, N. J.; Vedant, S.; Iakovou, E.; Pistikopoulos, E. N.; El-Halwagi, M. M. Multi-scale Integration for Enhanced Resilience of Sustainable Energy Supply Chains: Perspectives and Challenges. Computers and Chemical Engineering 2022, 164, 107891.
- Amin, Md. T.; Halim, S. Z.; Pistikopoulos, E. N.; Khan, F. I. A holistic framework for process safety and security analysis. Computers and Chemical Engineering 2022, 107963.
- Zheng, X.; Wu, D.; Watts, L.; Pistikopoulos, E. N.; Xie, L. An Open, Cross-Domain Data-Driven Approach to Analyzing Extreme Events in Power Systems. IEEE Power and Energy Magazine 2022, 20 (6), 47-55.
- Qian, F.; Bogle, D.; Wang, M.; Pistikopoulos, S.; Yan, J. Artificial intelligence for smart energy systems in process industries. Applied Energy 2022, 324, 119684.
- Kenefake, D.; Armingol, E.; Lewis, N. E; Pistikopoulos, E. N. An Improved Algorithm for Flux Variability Analysis. BMC Bioinformatics 2022, 23 (1), 550.
2021- Burnak*, B.; Katz*, J.; Pistikopoulos, E. N. A Space Exploration Algorithm for Multiparametric Programming via Delaunay Triangulation. Optimization and Engineering 2021, 22 (1), 555-579.
- Pappas, I.; Diangelakis, N. A.; Pistikopoulos, E. N. The Exact Solution of Multiparametric Quadratically Constrained Quadratic Programming Problems. Journal of Global Optimization 2021, 79, 59-85.
- Baratsas, S; Niziolek, A.; Onel, O.; Matthews, L.; Floudas, C. A.; Hallermann, D.; Sorescu, S.; Pistikopoulos, E. N. A framework to predict the price of energy for the end-users with applications to monetary and energy policies. Nature Communications 2021, Available Online.
- Tian, Y.; Pappas, I.; Burnak, B.; Katz, J.; Pistikopoulos, E. N. Simultaneous Design & Control of a Reactive Distillation System - A Parametric Optimization & Control Approach. Chemical Engineering Science 2021, 116232.
- Pappas, I.; Avraamidou, S.; Katz, J.; Burnak, B.; Beykal, B.; Turkay, M.; Pistikopoulos, E. N. Multiobjective Optimization of Mixed-Integer Linear Programming Problems: A Multiparametric Optimization Approach. Industrial & Engineering Chemistry Research 2021, 60 (23), 8493-8503.
- Di Martino, M.; Avraamidou, S.; Cook, J.; Pistikopoulos, E. N. An Optimization Framework for the Design of Reverse Osmosis Desalination Plants under Food-Energy-Water Nexus Considerations. Desalination 2021, 503, 114937.
- Demirhan, C. D.; Tso, W. W.; Powell, J. B.; Pistikopoulos, E. N. A Multi-Scale Energy Systems Engineering Approach Towards Integrated Multi-Product Network Optimization. Applied Energy 2021, 281, 116020.
- Pappas, I.; Diangelakis, N. A.; Pistikopoulos, E. N. Multiparametric/Explicit Nonlinear Model Predictive Control for Quadratically Constrained Problems. Journal of Process Control 2021, 103, 55-66.
- Pistikopoulos, E. N.; Tian, Y.; Bindlish, R. Operability and Control in Process Intensification and Modular Design: Challenges and Opportunities. AIChE Journal 2021, Available online.
- Pappas, I.; Kenefake, D.; Burnak, B.; Avraamidou, S.; Ganesh, H. S; Katz, J.; Diangelakis, N. A; Pistikopoulos, E. N Multiparametric programming in process systems engineering: Recent developments and path forward. Frontiers in Chemical Engineering 2021, 32.
- Chen, Z.; Avraamidou, S.; Liu, P.; Li, Z.; Ni, W.; Pistikopoulos, E. N. Optimal Design of Integrated Urban Energy Systems Under Uncertainty and Sustainability Requirements. Computers & Chemical Engineering 2021, 107502.
- Namany, S.; Govindana, R.; Di Martino, M.; Pistikopoulos, E. N.; Linke, P.; Avraamidou, S.; Al-Ansari, T. An Energy-Water-Food Nexus-based Decision-making Framework to Guide National Priorities in Qatar. Sustainable Cities and Society 2021, 103342.
- Pistikopoulos, E. N; Barbosa-Povoa, A.; Lee, J. H; Misener, R.; Mitsos, A.; Reklaitis, G. V; Venkatasubramanian, V.; You, F.; Gani, R. Process systems engineering--the generation next?. Computers & Chemical Engineering 2021, 147, 107252.
- Orr, A. A.; Wang, M.; Beykal, B.; Ganesh, H. S.; Hearon, S. E.; Pistikopoulos, E. N.; Phillips, T. D.; Tamamis, P. Combining Experimental Isotherms, Minimalistic Simulations, and a Model to Understand and Predict Chemical Adsorption onto Montmorillonite Clays. ACS Omega 2021, 6 (22), 14090-14103.
- Gordon, C. A. K.; Pistikopoulos, E. N. Data-driven prescriptive maintenance toward fault-tolerant multiparametric control. AIChE Journal 2021,.
- Tian, Y.; Pistikopoulos, E. N. A process intensification synthesis framework for the design of extractive separation systems with material selection. Journal of Advanced Manufacturing and Processing 2021,.
- Kotidis, P.; Pappas, I.; Avraamidou, S.; Pistikopoulos, E. N; Kontoravdi, C.; Papathanasiou, M. M DigiGlyc: A hybrid tool for reactive scheduling in cell culture systems. Computers & Chemical Engineering 2021, 154, 107460.
- Baratsas, S. G; Pistikopoulos, E. N; Avraamidou, S. A systems engineering framework for the optimization of food supply chains under circular economy considerations. Science of The Total Environment 2021, 794, 148726.
2020- Avraamidou, S.; Pistikopoulos, E. N. Adjustable Robust Optimization through multi-parametric programming. Optimization Letters 2020, 14 (4), 873-887.
- Tso, W. W.; Demirhan, C. D.; Floudas, C. A.; Pistikopoulos, E. N. Multi-Scale Energy Systems Engineering for Optimal Natural Gas Utilization. Catalysis Today 2020, 356, 18-26.
- Ogumerem, G. S.; Pistikopoulos, E. N. Parametric Optimization and Control for a Smart Proton Exchange Membrane Water Electrolysis (PEMWE) System. Journal of Process Control 2020, 91, 37-49.
- Beykal, B.; Avraamidou, S.; Pistikopoulos, P. E. I.; Onel, M.; Pistikopoulos, E. N. DOMINO: Data-driven Optimization of bi-level Mixed-Integer NOnlinear Problems. Journal of Global Optimization 2020, 78 (1), 1-36.
- Onel, M.; Burnak, B.; Pistikopoulos, E. N. Integrated Data-Driven Process Monitoring and Explicit Fault-Tolerant Multiparametric Control. Industrial & Engineering Chemistry Research 2020, 59, 2291-2306.
- Tian, Y.; Pappas, I.; Burnak, B.; Katz, J.; Pistikopoulos, E. N. A Systematic Framework for the Synthesis of Operable Process Intensification Systems - Reactive Separation Systems. Computers & Chemical Engineering 2020, 134, 106675.
- Goel, P.; Jain, P.; Pasman, H. J.; Pistikopoulos, E. N.; Datta, A.; Mannan, M. S. Integration of Data Analytics with Cloud Services for Safer Process Systems, Application Examples and Implementation Challenges. Journal of Loss Prevention in the Process Industries 2020, 68, 104316.
- Katz, J.; Pappas, I.; Avraamidou, S.; Pistikopoulos, E. N. Integrating Deep Learning Models and Multiparametric Programming. Computers & Chemical Engineering 2020, 138, 106801.
- Avraamidou, S.; Baratsas, S.; Tian, Y.; Pistikopoulos, E. N. Circular Economy - a challenge and an opportunity for Process Systems Engineering. Computers & Chemical Engineering 2020, 133, 106629.
- Beykal, B.; Onel, M.; Onel, O.; Pistikopoulos, E. N. A Data-Driven Optimization Algorithm for Differential Algebraic Equations with Numerical Infeasibilities. AIChE Journal 2020, 66 (10), e16657.
- Tso, W. W.; Burnak, B.; Pistikopoulos, E. N. HY-POP: Hyperparameter Optimization of Machine Learning Models Through Parametric Programming. Computers & Chemical Engineering 2020, 139, 106902.
- Tso, W. W.; Demirhan, C. D.; Heuberger, C. F.; Powell, J. B.; Pistikopoulos, E. N. A Hierarchical Clustering Decomposition Algorithm for Optimizing Renewable Power Systems with Storage. Applied Energy 2020, 270, 115190.
- Demirhan, C. D.; Tso, W. W.; Powell, J. B.; Heuberger, C. F.; Pistikopoulos, E. N. A Multi-scale Energy Systems Engineering Approach for Renewable Power Generation and Storage Optimization. Industrial & Engineering Chemistry Research 2020, 59 (16), 7706-7721.
- Tian, Y.; Pistikopoulos, E. N. Towards an Envelope of Design Solutions for Combined/Intensified Reaction/Separation Systems. Industrial and Engineering Chemistry Research 2020, 59 (24), 11350-11354.
- Katz, J.; Pistikopoulos, E. N. A Partial Multiparametric Optimization Strategy to Improve the Computational Performance of Model Predictive Control. Computers & Chemical Engineering 2020, 142, 107057.
- Mukherjee*, R.; Beykal*, B.; Szafran, A. T.; Onel, M.; Stossi, F.; Mancini, M. G.; Lloyd, D.; Wright, F. A.; Zhou, L.; Mancini, M. A.; Pistikopoulos, E. N. Classification of estrogenic compounds by coupling high content analysis and machine learning algorithms. PLOS Computational Biology 2020, 16 (9), e1008191.
- Burnak, B.; Pistikopoulos, E. N. Integrated process design, scheduling, and model predictive control of batch processes with closed-loop implementation. AIChE Journal 2020, 66 (10), e16981.
- Demirhan, C. D.; Boukouvala, F.; Kyungwon, K.; Song, H.; Tso, W. W.; Floudas, C. A.; Pistikopoulos, E. N. An Integrated Data-Driven Modeling & Global Optimization Approach for Multi-Period Nonlinear Production Planning Problems. Computers & Chemical Engineering 2020, 141, 107007.
- Bi, K.; Beykal, B.; Avraamidou, S.; Pappas, I.; Pistikopoulos, E. N.; Qiu, T. Integrated Modeling of Transfer Learning and Intelligent Heuristic Optimization for Steam Cracking Process. Industrial & Engineering Chemistry Research 2020, 59, 16357-16367.
- Gordon, C. A. K.; Burnak, B.; Onel, M.; Pistikopoulos, E. N. Data-Driven Prescriptive Maintenance: Failure Prediction using Ensemble Support Vector Classification for Optimal Process and Maintenance Scheduling. Industrial & Engineering Chemistry Research 2020, 58, 19607-19622.
- El-Halwagi, M. M.; Segupta, D.; Pistikopoulos, E. N.; Eljack, F.; Kazi, M. Disaster-resilient Design of Manufacturing Facilities through Process Integration: Principal Strategies, Perspectives, and Research Challenges. Frontiers in Sustainability 2020, 1, 8.
2019- Demirhan, C. D.; Tso, W. W.; Powell, J. B.; Pistikopoulos, E. N. Sustainable Ammonia Production Through Process Synthesis and Global Optimization. AIChE Journal 2019, 65, 1-23.
- Avraamidou, S.; Pistikopoulos, E. N. A Multi-Parametric optimization approach for bilevel mixed-integer linear and quadratic programming problems. Computers & Chemical Engineering 2019, 125, 98-113.
- Avraamidou, S.; Pistikopoulos, E. N. Multi-parametric global optimization approach for tri-level mixed-integer linear optimization problems. Journal of Global Optimization 2019, 74 (3), 443-465.
- Avraamidou, S.; Pistikopoulos, E. N. B-POP: Bi-level Parametric Optimization Toolbox. Computers & Chemical Engineering 2019, 122, 193-202.
- Sun, M.; Villanueva, M. E.; Pistikopoulos, E. N.; Chachuat, B. Methodology for Robust Multi-Parametric Control in Linear Continuous-Time Systems. Journal of Process Control 2019, 73, 58-74.
- Papathanasiou, M. M.; Burnak, B.; Katz, J.; Shah, N.; Pistikopoulos, E. N. Assisting continuous biomanufacturing through advanced control in downstream purification. Computers & Chemical Engineering, Special Issue 2019, 125, 232-248.
- Mroue, A. M.; Mohtar, R. H.; Pistikopoulos, E. N.; Holtzapple, M. T. Energy Portfolio Assessment Tool (EPAT): Sustainable energy planning using the WEF nexus approach - Texas case. Science of The Total Environment 2019, 648, 1649-1664.
- Onel, M.; Kieslich, C. A.; Pistikopoulos, E. N. A Nonlinear Support Vector Machine based Feature Selection Approach for Fault Detection and Diagnosis: Application to the Tennessee Eastman Process. AIChE Journal 2019, 65, 992-1005.
- Nie, Y.; Avraamidou, S.; Xiao, X.; Pistikopoulos, E. N.; Li, J.; Zeng, Y.; Song, F.; Yu, J.; Zhu, M. A Food-Energy-Water Nexus approach for land use optimization. Science of the Total Environment 2019, 659, 7-19.
- Jain, P.; Mannan, M. S.; Pistikopoulos, E. N. Process resilience analysis based data-driven maintenance optimization: application to cooling tower operations. Computers & Chemical Engineering 2019, 121, 27-45.
- Tian, Y.; Pistikopoulos, E. N. Synthesis of Operable Process Intensification Systems - Steady-state Design with Safety and Operability Considerations. Industrial & Engineering Chemistry Research 2019, 58 (15), 6049-6068.
- Tian, Y.; Pistikopoulos, E. N. Synthesis of operable process intensification systems: advances and challenges. Current Opinion in Chemical Engineering 2019, 25, 101-107.
- Demirhan, C. D.; Tso, W. W.; Ogumerem, G. S.; Pistikopoulos, E. N. Energy Systems Engineering - A Guided Tour. BMC Chemical Engineering 2019, 1, 11.
- Burnak, B.; Diangelakis, N. A.; Katz, J.; Pistikopoulos, E. N. Integrated process design, scheduling, and control using multiparametric programming. Computers & Chemical Engineering, Special Issue 2019, 125, 164-184.
- Goel, P.; Pistikopoulos, E. N.; Mannan, M. S.; Datta, A. A data-driven Alarm and Event management framework. Journal of Loss Prevention in the Process Industries 2019, 62, 103959.
- Jain, P.; Diangelakis, N. A.; Mannan, M. S.; Pistikopoulos, E. N. Process resilience based process upset events prediction analysis: application to a batch reactor case study. Journal of Loss Prevention in the Process Industries 2019, 62, 103957.
- Ogumerem, G. S.; Pistikopoulos, E. N. Parametric Optimization and Control Towards the Design of a Smart Metal Hydride Refueling System. AIChE Journal 2019, 65, 16680.
- Onel, M.; Beykal, B.; Ferguson, K.; Chiu, W. A.; McDonald, T. J.; House, J. S.; Wright, F. A.; Sheen, D. A.; Rusyn, I.; Pistikopoulos, E. N. Grouping of Complex Substances Using Analytical Chemistry Data: A Framework for Quantitative Evaluation and Visualization. PLoS ONE 2019, 14, e0223517.
- Burnak, B.; Diangelakis, N. A.; Pistikopoulos, E. N. Towards the grand unification of process design, control, and scheduling - Utopia or reality?. Processes 2019, 7 (7), 461.
- Lopes, T.; Beruski, O.; Manthanwar, A. M.; Korkischko, I.; Pugliesi, R.; and Stanojev Pereira, M. A.; Garcia Andrade, M. L.; Pistikopoulos, E. N.; Perez, J.; Fonseca, F. C.; Meneghini, J. R.; Kucernak, A. Spatially resolved oxygen reaction, water, and temperature distribution: Experimental results as a function of flow field and implications for polymer electrolyte fuel cell operation. Applied Energy 2019, 252, 113421.
- Butenko, S.; Pistikopoulos, E. N. Preface. Journal of Global Optimization 2019, 1-2.
2018- Edgar, T. F.; Pistikopoulos, E. N. Smart Manufacturing and Energy Systems. Computers & Chemical Engineering 2018, 114, 130-144.
- Jain, P.; Pasman, H. J.; Waldram, S. P.; Pistikopoulos, E. N.; Mannan, M. S. Process Resilience Analysis Framework (PRAF): a systems approach for improved risk and safety management. Journal of Loss Prevention in the Process Industries 2018, 53, 61-73.
- Beykal, B.; Boukouvala, F.; Floudas, C. A.; Pistikopoulos, E. N. Optimal Design of Energy Systems Using Constrained Grey-Box Multi-Objective Optimization. Computers & Chemical Engineering 2018, 116, 488-502.
- Ogumerem, G. S.; Kim, C.; Kesisoglou, I.; Diangelakis, N. A.; Pistikopoulos, E. N. A multi-objective optimization for the design and operation of a hydrogen network for transportation fuel. Chemical Engineering Research and Design 2018, 131, 279-292.
- Onel, M.; Kieslich, C. A.; Guzman, Y. A.; Floudas, C. A.; Pistikopoulos, E. N. Big Data Approach to Batch Process Monitoring: Simultaneous Fault Detection and Identification Using Nonlinear Support Vector Machine-based Feature Selection. Computers & Chemical Engineering 2018, 115, 46-63.
- Tso, W. W.; Niziolek, A. M.; Onel, O.; Demirhan, C. D.; Floudas, C. A.; Pistikopoulos, E. N. Enhancing Natural Gas-to-Liquids (GTL) Processes Through Chemical Looping for Syngas Production: Process Synthesis and Global Optimization. Computers & Chemical Engineering 2018, 113, 222-239.
- Niziolek, A. M.; Onel, O.; Tian, Y.; Floudas, C. A.; Pistikopoulos, E. N. Municipal Solid Waste to Liquid Transportation Fuels - Part III: An Optimization-Based Nationwide Supply Chain Management Framework. Computers & Chemical Engineering 2018, 116, 468-487.
- Burnak, B.; Katz, J.; Diangelakis, N. A.; Pistikopoulos, E. N. Simultaneous Process Scheduling and Control: A Multiparametric Programming Based Approach. Industrial & Engineering Chemistry Research 2018, 57 (11), 3963-3976.
- Misener, R.; Allenby, M. C.; Fuentes-Garí, M.; Gupta, K.; Wiggins, T.; Panoskaltsis, N.; Pistikopoulos, E. N.; Mantalaris, A. Stem Cell Biomanufacturing under Uncertainty: A Case Study in Optimizing Red Blood Cell Production. AIChE Journal 2018, 64 (8), 3011-3022.
- Daher, B.; Mohtar, R. H.; Pistikopoulos, E. N.; Portney, K. E.; Kaiser, R.; Saad, W. Developing Socio-Techno-Economic-Political (STEP) Solutions for Addressing Resource Nexus Hotspots. Sustainability 2018, 10 (2), 512.
- Xu, W.; Tang, L.; Pistikopoulos, E. N. Modeling and solution for steelmaking scheduling with batching decisions and energy constraints. Computers & Chemical Engineering 2018, 116, 368-384.
- Jain, P.; Chakraborty, A.; Pistikopoulos, E. N.; Mannan, M. Resilience-based process upset events prediction analysis for uncertainty management using Bayesian deep learning: application to a PVC process system. Industrial & Engineering Chemistry Research 2018, 57 (43), 14822-14836.
- Tian, Y.; Demirel, S. E.; Hasan, M. M. F.; Pistikopoulos, E. N. An Overview of Process Systems Engineering Approaches for Process Intensification: State of the Art. Chemical Engineering & Processing: Process Intensification 2018, 133, 160-210.
- Grossmann, I. E.; Pistikopoulos, E. N. Professor Christodoulos A. Floudas (1959-2016). Computers & Chemical Engineering 2018, 116, 1-2.
- Ogumerem, G. S.; Pistikopoulos, E. N. Dynamic Modeling, Optimization and Explicit Control of a PEM Water Electrolysis Process. Smart and Sustainable Manufacturing Systems 2018, 2, 25-43.
- Katz, J.; Burnak, B.; Pistikopoulos, E. N. The Impact of Model Approximation in Multiparametric Model Predictive Control. Chemical Engineering Research and Design 2018, 139, 211-223.
- Pistikopoulos, E. N. In memoriam: Professor Christodoulos A. Floudas (1959 - 2018). Journal of Global Optimization 2018, 71, 651-653.
2017- Oberdieck, R.; Diangelakis, N. A.; Avraamidou, S.; Pistikopoulos, E. N. On unbounded and binary parameters in multi-parametric programming: Applications to mixed-integer bilevel optimization and duality theory. Journal of Global Optimization 2017, 69 (3), 587-606.
- Oberdieck, R.; Diangelakis, N. A.; Pistikopoulos, E. N. Explicit Model Predictive Control: A connected-graph approach. Automatica 2017, 76, 103-112.
- Diangelakis, N. A.; Pistikopoulos, E. N. A multi-scale energy systems engineering approach to residential combined heat and power systems. Computers & Chemical Engineering 2017, 102, 128-138.
- Nascu, I.; Oberdieck, R.; Pistikopoulos, E. N. Explicit Hybrid Model Predictive Control Strategies for Intravenous Anaesthesia. Computers & Chemical Engineering 2017, 106, 814-825.
- Nascu, I.; Pistikopoulos, E. N. Modeling, Estimation and Control of the Anaesthesia Process. Computers & Chemical Engineering 2017, 107, 318-332.
- Papathanasiou, M. M.; Steinebach, F.; Mueller-Spaeth, T.; Morbidelli, M.; Mantalaris, A.; Pistikopoulos, E. N. Intelligent, model-based control towards the intensification of downstream processes. Computers & Chemical Engineering 2017, 105, 173-184.
- Diangelakis, N. A.; Burnak, B.; Katz, J. P.; Pistikopoulos, E. N. Process Design and Control optimization: A simultaneous approach by multi-parametric programming. AIChE Journal 2017, 63 (11), 4827-4846.
- Papathanasiou, M. M.; Quiroga-Campano, A. L.; Steinebach, F.; Elviro, M.; Mantalaris, A.; Pistikopoulos, E. N. Advanced model-based control strategies for the intensification of upstream and downstream processing in mAb production. Biotechnology Progress 2017, 33, 966-988.
- McCarl, B. A.; Yang, Y.; Schwabe, K.; A., E. B; Mondal, A. H.; Ringler, C.; Pistikopoulos, E. N. Model Use in WEF Nexus Analysis: a Review of Issues. Current Sustainable/Renewable Energy Reports 2017, 4 (3), 144-152.
- McCarl, B. A.; Yang, Y.; Srinivasan, R.; Pistikopoulos, E. N.; Mohtar, R. H. Data for WEF Nexus Analysis: a Review of Issues. Current Sustainable/Renewable Energy Reports 2017, 4 (3), 137-143.
2016- Diangelakis, N. A.; Avraamidou, S.; Pistikopoulos, E. N. Decentralized Multiparametric Model Predictive Control for Domestic Combined Heat and Power Systems. Industrial & Engineering Chemistry Research 2016, 55 (12), 3313-3326.
- Oberdieck, R.; Pistikopoulos, E. N. Multi-objective optimization with convex quadratic cost functions: A multi-parametric programming approach. Computers & Chemical Engineering 2016, 85, 36-39.
- Pistikopoulos, E. N.; Diangelakis, N. A. Towards the integration of process design, control and scheduling: Are we getting closer?. Computers & Chemical Engineering 2016, 91, 85-92.
- Papathanasiou, M. M.; Avraamidou, S.; Steinebach, F.; Oberdieck, R.; Mueller-Spaeth, T.; Morbidelli, M.; Mantalaris, A.; Pistikopoulos, E. N. Advanced Control Strategies for the Multicolumn Countercurrent Solvent Gradient Purification Process (MCSGP). AIChE Journal 2016, 62 (7), 2341-2357.
- Kostoglou, M.; Fuentes-Garí, M.; García Münzer, D. G.; Georgiadis, M. C.; Panoskaltsis, N.; Pistikopoulos, E. N.; Mantalaris, A. A comprehensive mathematical analysis of a novel multistage population balance model for cell proliferation. Computers & Chemical Engineering 2016, 91, 157-166.
- Savvopoulos, S.; Misener, R.; Panoskaltsis, N.; Pistikopoulos, E. N.; Mantalaris, A. A Personalized Framework for Dynamic Modeling of Disease Trajectories in Chronic Lymphocytic Leukemia. IEEE Transactions on Biomedical Engineering 2016, 63 (11), 2396-2404.
- Tsipa, A.; Koutinas, M.; Pistikopoulos, E. N.; Mantalaris, A. Transcriptional kinetics of the cross-talk between the ortho-cleavage and TOL pathways of toluene biodegradation in Pseudomonas putida mt-2. Journal of Biotechnology 2016, 228, 112-123.
- Sun, M.; Chachuat, B.; Pistikopoulos, E. N. Design of multi-parametric NCO tracking controllers for linear dynamic systems. Computers & Chemical Engineering 2016, 92, 67-77.
- Oberdieck, R.; Diangelakis, N. A.; Papathanasiou, M. M.; Nascu, I.; Pistikopoulos, E. N. POP - Parametric Optimization Toolbox. Industrial & Engineering Chemistry Research 2016, 55 (33), 8979-8991.
- Nascu, I.; Pistikopoulos, E. N. A Multiparametric Model-Based Optimization & Control Approach to Anaesthesia. The Canadian Journal of Chemical Engineering 2016, 94 (11), 2125-2137.
- Oberdieck, R.; Diangelakis, N. A.; Nascu, I.; Papathanasiou, M. M.; Sun, M.; Avraamidou, S.; Pistikopoulos, E. N. On multi-parametric programming and its applications in process systems engineering. Chemical Engineering Research and Design 2016, 116, 61-82.
2015- García Münzer, D. G.; Ivarsson, M.; Usaku, C.; Habicher, T.; Soos, M.; Morbidelli, M.; Pistikopoulos, E. N.; Mantalaris, A. An unstructured model of metabolic and temperature dependent cell cycle arrest in hybridoma batch and fed-batch cultures. Biochemical Engineering Journal 2015, 93, 260-273.
- García Münzer, D. G.; Kostoglou, M.; Georgiadis, M. C.; Pistikopoulos, E. N.; Mantalaris, A. Cyclin and DNA Distributed Cell Cycle Model for GS-NS0 Cells. PLoS Computational Biology 2015, 11 (2), e1004062.
- Kiparissides, A.; Pistikopoulos, E. N.; Mantalaris, A. On the model-based optimization of secreting mammalian cell (GS-NS0) cultures. Biotechnology and Bioengineering 2015, 112 (3), 536-548.
- Kopanos, G. M.; Xenos, D. P.; Cicciotti, M.; Pistikopoulos, E. N.; Thornhill, N. F. Optimization of a network of compressors in parallel: Operational and maintenance planning - The air separation plant case. Applied Energy 2015, 146, 453-470.
- Naşcu, I.; Krieger, A.; Ionescu, C. M.; Pistikopoulos, E. N. Advanced model-based control studies for the induction and maintenance of intravenous anaesthesia. IEEE Transactions on Biomedical Engineering 2015, 62 (3), 832-841.
- Pistikopoulos, E. N.; Diangelakis, N. A.; Oberdieck, R.; Papathanasiou, M. M.; Nascu, I.; Sun, M. PAROC-An integrated framework and software platform for the optimisation and advanced model-based control of process systems. Chemical Engineering Science 2015, 136, 115-138.
- Rivotti, P.; Pistikopoulos, E. N. A dynamic programming based approach for explicit model predictive control of hybrid systems. Computers and Chemical Engineering 2015, 72, 126-144.
- Velliou, E. G.; Dos Santos, S. B.; Papathanasiou, M. M.; Fuentes-Gari, M.; Misener, R.; Panoskaltsis, N.; Pistikopoulos, E. N.; Mantalaris, A. Towards unravelling the kinetics of an acute myeloid leukaemia model system under oxidative and starvation stress: a comparison between two- and three-dimensional cultures. Bioprocess and Biosystems Engineering 2015, 38 (8), 1589-1600.
- Fuentes-Garí, M.; Velliou, E.; Misener, R.; Pefani, E.; Rende, M.; Panoskaltsis, N.; Mantalaris, A.; Pistikopoulos, E. N. A systematic framework for the design, simulation and optimization of personalized healthcare: Making and healing blood. Computers and Chemical Engineering 2015, 81, 80-93.
- Zavitsanou, S.; Mantalaris, A.; Georgiadis, M.; Pistikopoulos, E. N. In-silico Closed Loop Control Validation Studies for Optimal Insulin Delivery in Type 1 Diabetes. IEEE Transactions on Biomedical Engineering 2015, 62 (10), 2369-2378.
- Oberdieck, R.; Pistikopoulos, E. N. Explicit hybrid model-predictive control: The exact solution. Automatica 2015, 58, 152-159.
- Silvente, J.; Kopanos, G. M.; Pistikopoulos, E. N.; Espuna, A. A rolling horizon optimization framework for the simultaneous energy supply and demand planning in microgrids. Applied Energy 2015, 155, 485-501.
- Fuentes-Garí, M.; Misener, R.; Georgiadis, M. C.; Kostoglou, M.; Panoskaltsis, N.; Mantalaris, A.; Pistikopoulos, E. N. Selecting a differential equation cell cycle model for simulating leukemia treatment. Industrial & Engineering Chemistry Research 2015, 54 (36), 8847-8859.
- Fuentes-Garí, M.; Misener, R.; García Münzer, D. G.; Velliou, E.; Georgiadis, M. C.; Kostoglou, M.; Pistikopoulos, E. N.; Panoskaltsis, N.; Mantalaris, A. A mathematical model of subpopulation kinetics for the deconvolution of leukaemia heterogeneity. Journal of The Royal Society Interface 2015, 12 (108), 20150276.
2014- Chang, H.; Krieger, A.; Astolfi, A.; Pistikopoulos, E. N. Robust multi-parametric model predictive control for LPV systems with application to anaesthesia. Journal of Process Control 2014, 24 (10), 1538-1547.
- Diangelakis, N. A.; Panos, C.; Pistikopoulos, E. N. Design optimization of an internal combustion engine powered CHP system for residential scale application. Computational Management Science 2014, 11 (3), 237-266.
- Kiparissides, A.; Georgakis, C.; Mantalaris, A.; Pistikopoulos, E. N. Design of in silico experiments as a tool for nonlinear sensitivity analysis of knowledge-driven models. Industrial and Engineering Chemistry Research 2014, 53 (18), 7517-7525.
- Koltsaklis, N. E.; Dagoumas, A. S.; Kopanos, G. M.; Pistikopoulos, E. N.; Georgiadis, M. C. A spatial multi-period long-term energy planning model: A case study of the Greek power system. Applied Energy 2014, 115, 456-482.
- Kopanos, G. M.; Pistikopoulos, E. N. Reactive scheduling by a multiparametric programming rolling horizon framework: A case of a network of combined heat and power units. Industrial and Engineering Chemistry Research 2014, 53 (11), 4366-4386.
- Krieger, A.; Pistikopoulos, E. N. Model predictive control of anesthesia under uncertainty. Computers and Chemical Engineering 2014, 71, 699-707.
- Krieger, A.; Panoskaltsis, N.; Mantalaris, A.; Georgiadis, M. C.; Pistikopoulos, E. N. Modeling and analysis of individualized pharmacokinetics and pharmacodynamics for volatile anesthesia. IEEE Transactions on Biomedical Engineering 2014, 61 (1), 25-34.
- Marzinek, J. K.; Bond, P. J.; Lian, G.; Zhao, Y.; Han, L.; Noro, M. G.; Pistikopoulos, E. N.; Mantalaris, A. Free energy predictions of ligand binding to an textgreeka-helix using steered molecular dynamics and umbrella sampling simulations. Journal of Chemical Information and Modeling 2014, 54 (7), 2093-2104.
- Misener, R.; Fuentes-Garí, M.; Rende, M.; Velliou, E.; Panoskaltsis, N.; Pistikopoulos, E. N.; Mantalaris, A. Global superstructure optimisation of red blood cell production in a parallelised hollow fibre bioreactor. Computers and Chemical Engineering 2014, 71, 532-553.
- Oberdieck, R.; Wittmann-Hohlbein, M.; Pistikopoulos, E. N. A branch and bound method for the solution of multiparametric mixed integer linear programming problems. Journal of Global Optimization 2014, 59 (2-3), 527-543.
- Pefani, E.; Panoskaltsis, N.; Mantalaris, A.; Georgiadis, M. C.; Pistikopoulos, E. N. Chemotherapy drug scheduling for the induction treatment of patients with acute myeloid leukemia. IEEE Transactions on Biomedical Engineering 2014, 61 (7), 2049-2056.
- Rivotti, P.; Pistikopoulos, E. N. Constrained dynamic programming of mixed-integer linear problems by multi-parametric programming. Computers and Chemical Engineering 2014, 70, 172-179.
- Wittmann-Hohlbein, M.; Pistikopoulos, E. N. Approximate solution of mp-MILP problems using piecewise affine relaxation of bilinear terms. Computers and Chemical Engineering 2014, 61, 136-155.
- Zhao, Y.; Marzinek, J. K.; Bond, P. J.; Chen, L.; Li, Q.; Mantalaris, A.; Pistikopoulos, E. N.; Noro, M. G.; Han, L.; Lian, G. A study on Fe2+ - textgreeka-helical-rich keratin complex formation using isothermal titration calorimetry and molecular dynamics simulation. Journal of Pharmaceutical Sciences 2014, 103 (4), 1224-1232.
2013- Domínguez, L. F.; Pistikopoulos, E. N. A quadratic approximation-based algorithm for the solution of multiparametric mixed-integer nonlinear programming problems. AIChE Journal 2013, 59 (2), 483-495.
- García Münzer, D. G.; Kostoglou, M.; Georgiadis, M. C.; Pistikopoulos, E. N.; Mantalaris, A. Developing a cyclin blueprint as a tool for mapping the cell cycle in GS-NS0. Biochemical Engineering Journal 2013, 81, 97-107.
- Khajuria, H.; Pistikopoulos, E. N. Optimization and Control of Pressure Swing Adsorption Processes Under Uncertainty. AIChE Journal 2013, 59 (1), 120-131.
- Koltsaklis, N. E.; Dagoumas, A. S.; Kopanos, G. M.; Pistikopoulos, E. N.; Georgiadis, M. C. A mathematical programming approach to the optimal long-term national energy planning. Chemical Engineering Transactions 2013, 35, 625-630.
- Kopanos, G. M.; Georgiadis, M. C.; Pistikopoulos, E. N. Energy production planning of a network of micro combined heat and power generators. Applied Energy 2013, 102, 1522-1534.
- Kouramas, K. I.; Panos, C.; Faísca, N. P.; Pistikopoulos, E. N. An algorithm for robust explicit/multi-parametric model predictive control. Automatica 2013, 49 (2), 381-389.
- Lambert, R. S. C.; Rivotti, P.; Pistikopoulos, E. N. A Monte-Carlo based model approximation technique for linear model predictive control of nonlinear systems. Computers and Chemical Engineering 2013, 54, 60-67.
- Liu, P.; Georgiadis, M. C.; Pistikopoulos, E. N. An energy systems engineering approach for the design and operation of microgrids in residential applications. Chemical Engineering Research and Design 2013, 91 (10), 2054-2069.
- Mansoornejad, B.; Pistikopoulos, E. N.; Stuart, P. R. Scenario-based strategic supply chain design and analysis for the forest biorefinery using an operational supply chain model. International Journal of Production Economics 2013, 144 (2), 618-634.
- Mansoornejad, B.; Pistikopoulos, E. N.; Stuart, P. Metrics for evaluating the forest biorefinery supply chain performance. Computers and Chemical Engineering 2013, 54, 125-139.
- Marzinek, J. K.; Lian, G.; Mantalaris, A.; Pistikopoulos, E. N.; Zhao, Y.; Han, L.; Chen, L.; Bond, P. J.; Noro, M. G. Molecular and thermodynamic basis for EGCG-Keratin interaction-part I: Molecular dynamics simulations. AIChE Journal 2013, 59 (12), 4816-4823.
- Pefani, E.; Panoskaltsis, N.; Mantalaris, A.; Georgiadis, M. C.; Pistikopoulos, E. N. Design of optimal patient-specific chemotherapy protocols for the treatment of acute myeloid leukemia (AML). Computers and Chemical Engineering 2013, 57, 187-195.
- Voelker, A.; Kouramas, K.; Pistikopoulos, E. N. Simultaneous design of explicit/multi-parametric constrained moving horizon estimation and robust model predictive control. Computers and Chemical Engineering 2013, 54, 24-33.
- Voelker, A.; Kouramas, K.; Pistikopoulos, E. N. Moving horizon estimation: Error dynamics and bounding error sets for robust control. Automatica 2013, 49 (4), 943-948.
- Wittmann-Hohlbein, M.; Pistikopoulos, E. N. Proactive scheduling of batch processes by a combined robust optimization and multiparametric programming approach. AIChE Journal 2013, 59 (11), 4184-4211.
- Wittmann-Hohlbein, M.; Pistikopoulos, E. N. On the global solution of multi-parametric mixed integer linear programming problems. Journal of Global Optimization 2013, 57 (1), 51-73.
- Yeo, D.; Kiparissides, A.; Cha, J. M.; Aguilar-Gallardo, C.; Polak, J. M.; Tsiridis, E.; Pistikopoulos, E. N.; Mantalaris, A. Improving Embryonic Stem Cell Expansion through the Combination of Perfusion and Bioprocess Model Design. PLoS ONE 2013, 8 (12), e81728.
- Zhao, Y.; Chen, L.; Han, L.; Marzinek, J. K.; Mantalaris, A.; Pistikopoulos, E. N.; Lian, G.; Bond, P. J.; Noro, M. G. Molecular and thermodynamic basis for EGCG-Keratin interaction-part II: Experimental investigation. AIChE Journal 2013, 59 (12), 4824-4827.
- Zhao, Y.; Pistikopoulos, E. N. Dynamic modelling and parametric control for the polymer electrolyte membrane fuel cell system. Journal of Power Sources 2013, 232, 270-278.
- Zhou, Z.; Zhang, J.; Liu, P.; Li, Z.; Georgiadis, M. C.; Pistikopoulos, E. N. A two-stage stochastic programming model for the optimal design of distributed energy systems. Applied Energy 2013, 103, 135-144.
- Zhou, Z.; Liu, P.; Li, Z.; Pistikopoulos, E. N.; Georgiadis, M. C. Impacts of equipment off-design characteristics on the optimal design and operation of combined cooling, heating and power systems. Computers and Chemical Engineering 2013, 48, 40-47.
- Ziogou, C.; Pistikopoulos, E. N.; Georgiadis, M. C.; Voutetakis, S.; Papadopoulou, S. Empowering the performance of advanced NMPC by multiparametric programming - An application to a PEM fuel cell system. Industrial and Engineering Chemistry Research 2013, 52 (13), 4863-4873.
2012- He, F.; Li, Z.; Liu, P.; Ma, L.; Pistikopoulos, E. N. Operation window and part-load performance study of a syngas fired gas turbine. Applied Energy 2012, 89 (1), 133-141.
- Ho, Y.; Kiparissides, A.; Pistikopoulos, E. N.; Mantalaris, A. Computational approach for understanding and improving GS-NS0 antibody production under hyperosmotic conditions. Journal of Bioscience and Bioengineering 2012, 113 (1), 88-98.
- Klemeš, J. J.; Pistikopoulos, E. N.; Georgiadis, M. C.; Lund, H. Energy systems engineering. Energy 2012, 44 (1), 2-5.
- Koutinas, M.; Kiparissides, A.; Pistikopoulos, E. N.; Mantalaris, A. Bioprocess systems engineering: Transferring traditional process engineering principles to industrial biotechnology. Computational and Structural Biotechnology Journal 2012, 3 (4),.
- Panos, C.; Kouramas, K. I.; Georgiadis, M. C.; Pistikopoulos, E. N. Modelling and explicit model predictive control for PEM fuel cell systems. Chemical Engineering Science 2012, 67 (1), 15-25.
- Pistikopoulos, E. N. From multi-parametric programming theory to MPC-on-a-chip multi-scale systems applications. Computers and Chemical Engineering 2012, 47, 57-66.
- Pistikopoulos, E. N.; Domínguez, L.; Panos, C.; Kouramas, K.; Chinchuluun, A. Theoretical and algorithmic advances in multi-parametric programming and control. Computational Management Science 2012, 9 (2), 183-203.
- Rivotti, P.; Lambert, R. S. C.; Pistikopoulos, E. N. Combined model approximation techniques and multiparametric programming for explicit nonlinear model predictive control. Computers and Chemical Engineering 2012, 42, 277-287.
- Wittmann-Hohlbein, M.; Pistikopoulos, E. N. A two-stage method for the approximate solution of general multiparametric mixed-integer linear programming problems. Industrial and Engineering Chemistry Research 2012, 51 (23), 8095-8107.
2011- Domínguez, L. F.; Pistikopoulos, E. N. Recent advances in explicit multiparametric nonlinear model predictive control. Industrial and Engineering Chemistry Research 2011, 50 (2), 609-619.
- Khajuria, H.; Pistikopoulos, E. N. Dynamic modeling and explicit/multi-parametric MPC control of pressure swing adsorption systems. Journal of Process Control 2011, 21 (1), 151-163.
- Kiparissides, A.; Koutinas, M.; Kontoravdi, C.; Mantalaris, A.; Pistikopoulos, E. N. "Closing the loop" in biological systems modeling - From the in silico to the in vitro. Automatica 2011, 47 (6), 1147-1155.
- Kiparissides, A.; Koutinas, M.; Moss, T.; Newman, J.; Pistikopoulos, E. N.; Mantalaris, A. Modelling the Delta1/Notch1 Pathway: In Search of the Mediator(s) of Neural Stem Cell Differentiation. PLoS ONE 2011, 6 (2), e14668.
- Kouramas, K. I.; Faísca, N. P.; Panos, C.; Pistikopoulos, E. N. Explicit/multi-parametric model predictive control (MPC) of linear discrete-time systems by dynamic and multi-parametric programming. Automatica 2011, 47 (8), 1638-1645.
- Koutinas, M.; Kiparissides, A.; Lam, M.-C.; Silva-Rocha, R.; Godinho, M.; Lorenzo, V. de; Martins Dos Santos, V. A. P.; Pistikopoulos, E. N.; Mantalaris, A. Improving the prediction of Pseudomonas putida mt-2 growth kinetics with the use of a gene expression regulation model of the TOL plasmid. Biochemical Engineering Journal 2011, 55 (2), 108-118.
- Koutinas, M.; Kiparissides, A.; Silva-Rocha, R.; Lam, M.-C.; Martins Dos Santos, V. A. P.; Lorenzo, V. de; Pistikopoulos, E. N.; Mantalaris, A. Linking genes to microbial growth kinetics-An integrated biochemical systems engineering approach. Metabolic Engineering 2011, 13 (4), 401-413.
- Li, Z.; Liu, P.; He, F.; Wang, M.; Pistikopoulos, E. N. Simulation and exergoeconomic analysis of a dual-gas sourced polygeneration process with integrated methanol/DME/DMC catalytic synthesis. Computers and Chemical Engineering 2011, 35 (9), 1857-1862.
- Liu, P.; Whitaker, A.; Pistikopoulos, E. N.; Li, Z. A mixed-integer programming approach to strategic planning of chemical centres: A case study in the UK. Computers and Chemical Engineering 2011, 35 (8), 1359-1373.
- Liu, P.; Georgiadis, M. C.; Pistikopoulos, E. N. Advances in energy systems engineering. Industrial and Engineering Chemistry Research 2011, 50 (9), 4915-4926.
- Mansoornejad, B.; Pistikopoulos, F. N.; Stuart, A. Incorporating flexibility design into supply chain design for forest biorefinery. J-FOR 2011, 1 (2), 54-66.
- Ropponen, A.; Ritala, R.; Pistikopoulos, E. N. Optimization issues of the broke management system in papermaking. Computers and Chemical Engineering 2011, 35 (11), 2510-2520.
2010- Domínguez, L. F.; Pistikopoulos, E. N. Multiparametric programming based algorithms for pure integer and mixed-integer bilevel programming problems. Computers and Chemical Engineering 2010, 34 (12), 2097-2106.
- Dua, P.; Dua, V.; Pistikopoulos, E. N. Modelling and multi-parametric control for delivery of anaesthetic agents. Medical and Biological Engineering and Computing 2010, 48 (6), 543-553.
- Kontoravdi, C.; Pistikopoulos, E. N.; Mantalaris, A. Systematic development of predictive mathematical models for animal cell cultures. Computers and Chemical Engineering 2010, 34 (8), 1192-1198.
- Koutinas, M.; Lam, M.-C.; Kiparissides, A.; Silva-Rocha, R.; Godinho, M.; Livingston, A. G.; Pistikopoulos, E. N.; Lorenzo, V. de; Martins Dos Santos, V. A. P.; Mantalaris, A. The regulatory logic of m-xylene biodegradation by Pseudomonas putida mt-2 exposed by dynamic modelling of the principal node Ps/Pr of the TOL plasmid. Environmental Microbiology 2010, 12 (6), 1705-1718.
- Li, Z.; Gao, D.; Chang, L.; Liu, P.; Pistikopoulos, E. N. Coal-derived methanol for hydrogen vehicles in China: Energy, environment, and economic analysis for distributed reforming. Chemical Engineering Research and Design 2010, 88 (1), 73-80.
- Liu, P.; Pistikopoulos, E. N.; Li, Z. An energy systems engineering approach to the optimal design of energy systems in commercial buildings. Energy Policy 2010, 38 (8), 4224-4231.
- Liu, P.; Pistikopoulos, E. N.; Li, Z. A multi-objective optimization approach to polygeneration energy systems design. AIChE Journal 2010, 56 (5), 1218-1234.
- Liu, P.; Pistikopoulos, E. N.; Li, Z. Energy systems engineering: methodologies and applications. Frontiers of Energy and Power Engineering in China 2010, 4 (2), 131-142.
- Liu, P.; Pistikopoulos, E. N.; Li, Z. Decomposition Based Stochastic Programming Approach for Polygeneration Energy Systems Design under Uncertainty. Industrial & Engineering Chemistry Research 2010, 49 (7), 3295-3305.
- Panos, C.; Kouramas, K. I.; Georgiadis, M. C.; Pistikopoulos, E. N. Dynamic optimization and robust explicit model predictive control of hydrogen storage tank. Computers and Chemical Engineering 2010, 34 (9), 1341-1347.
- Pistikopoulos, E. N.; Liu, P.; Georgiadis, M. C. Modelling and optimization issues of the energy systems of the future. Chemical Engineering Transactions 2010, 21, 1-6.
2009- Chatzidoukas, C.; Pistikopoulos, E. N.; Kiparissides, C. A hierarchical optimization approach to optimal production scheduling in an industrial continuous olefin polymediation reactor. Macromolecular Reaction Engineering 2009, 3 (1), 36-46.
- Dua, P.; Doyle III, F. J.; Pistikopoulos, E. N. Multi-objective blood glucose control for type 1 diabetes. Medical and Biological Engineering and Computing 2009, 47 (3), 343-352.
- Faísca, N. P.; Kosmidis, V. D.; Rustem, B.; Pistikopoulos, E. N. Global optimization of multi-parametric MILP problems. Journal of Global Optimization 2009, 45 (1), 131-151.
- Faísca, N. P.; Saraiva, P. M.; Rustem, B.; Pistikopoulos, E. N. A multi-parametric programming approach for multilevel hierarchical and decentralised optimisation problems. Computational Management Science 2009, 6 (4), 377-397.
- Georgiadis, M. C.; Kikkinides, E. S.; Makridis, S. S.; Kouramas, K.; Pistikopoulos, E. N. Design and optimization of advanced materials and processes for efficient hydrogen storage. Computers and Chemical Engineering 2009, 33 (5), 1077-1090.
- Kiparissides, A.; Kucherenko, S. S.; Mantalaris, A.; Pistikopoulos, E. N. Global sensitivity analysis challenges in biological systems modeling. Industrial and Engineering Chemistry Research 2009, 48 (15), 7168-7180.
- Liu, P.; Pistikopoulos, E. N.; Li, Z. A mixed-integer optimization approach for polygeneration energy systems design. Computers and Chemical Engineering 2009, 33 (3), 759-768.
- Liu, P.; Pistikopoulos, E. N.; Li, Z. An energy systems engineering approach to polygeneration and hydrogen infrastructure systems analysis & design. Chemical Engineering Transactions 2009, 18, 373-378.
- Parpas, P.; Rustem, B.; Pistikopoulos, E. N. Global optimization of robust chance constrained problems. Journal of Global Optimization 2009, 43 (2-3), 231-247.
- Pistikopoulos, E. N. Perspectives in multiparametric programming and explicit model predictive control. AIChE Journal 2009, 55 (8), 1918-1925.
- Pistikopoulos, E. N.; Rustem, B. Global optimization and its applications. Journal of Global Optimization 2009, 45 (1), 1-2.
- Pistikopoulos, E. N. Explicit MPC: Achieving Model Predictive Control on a Chip. Chemical Engineering Progress 2009, 105 (8), 16-16.
- Tsoukalas, A.; Rustem, B.; Pistikopoulos, E. N. A global optimization algorithm for generalized semi-infinite, continuous minimax with coupled constraints and bi-level problems. Journal of Global Optimization 2009, 44 (2), 235-250.
2008- Dua, P.; Kouramas, K. I.; Dua, V.; Pistikopoulos, E. N. MPC on a chip - Recent advances on the application of multi-parametric model-based control. Computers & Chemical Engineering 2008, 32 (4-5), 754-765.
- Dua, P.; Dua, V.; Pistikopoulos, E. N. Optimal delivery of chemotherapeutic agents in cancer. Computers and Chemical Engineering 2008, 32 (1-2), 99-107.
- Faísca, N. P.; Kouramas, K. I.; Saraiva, P. M.; Rustem, B.; Pistikopoulos, E. N. A multi-parametric programming approach for constrained dynamic programming problems. Optimization Letters 2008, 2 (2), 267-280.
- Folić, M.; Adjiman, C. S.; Pistikopoulos, E. N. Computer-aided solvent design for reactions: Maximizing product formation. Industrial and Engineering Chemistry Research 2008, 47 (15), 5190-5202.
- Li, Z.; Gao, D.; Chang, L.; Liu, P.; Pistikopoulos, E. N. Hydrogen infrastructure design and optimization: A case study of China. International Journal of Hydrogen Energy 2008, 33 (20), 5275-5286.
- Miri, T.; Tsoukalas, A.; Bakalis, S.; Pistikopoulos, E. N.; Rustem, B.; Fryer, P. J. Global optimization of process conditions in batch thermal sterilization of food. Journal of Food Engineering 2008, 87 (4), 485-494.
2007- Faísca, N. P.; Dua, V.; Rustem, B.; Saraiva, P. M.; Pistikopoulos, E. N. Parametric global optimisation for bilevel programming. Journal of Global Optimization 2007, 38 (4), 609-623.
- Folić, M.; Adjiman, C. S.; Pistikopoulos, E. N. Design of solvents for optimal reaction rate constants. AIChE Journal 2007, 53 (5), 1240-1256.
- Kontoravdi, C.; Wong, D.; Lam, C.; Yih, Y. L.; Yap, M. G. S.; Pistikopoulos, E. N.; Mantalaris, A. Modeling amino acid metabolism in mammalian cells - Toward the development of a model library. Biotechnology Progress 2007, 23 (6), 1261-1269.
- Kontoravdi, C.; Asprey, S. P.; Pistikopoulos, E. N.; Mantalaris, A. Development of a dynamic model of monoclonal antibody production and glycosylation for product quality monitoring. Computers and Chemical Engineering 2007, 31 (5-6), 392-400.
- Liu, P.; Gerogiorgis, D. I.; Pistikopoulos, E. N. Modeling and optimization of polygeneration energy systems. Catalysis Today 2007, 127 (1-4), 347-359.
- Ryu, J.-H.; Pistikopoulos, E. N. Multiperiod planning of enterprise-wide supply chains using an operation policy. Industrial and Engineering Chemistry Research 2007, 46 (24), 8058-8065.
- Ryu, J.-H.; Dua, V.; Pistikopoulos, E. N. Proactive scheduling under uncertainty: A parametric optimization approach. Industrial and Engineering Chemistry Research 2007, 46 (24), 8044-8049.
- Ryu, J.-H.; Pistikopoulos, E. N. A novel approach to scheduling of zero-wait batch processes under processing time variations. Computers & Chemical Engineering 2007, 31 (3), 101-106.
2006- Algusane, T. Y.; Proios, P.; Georgiadis, M. C.; Pistikopoulos, E. N. A framework for the synthesis of reactive absorption columns. Chemical Engineering and Processing: Process Intensification 2006, 45 (4), 276-290.
- Dua, P.; Doyle III, F. J.; Pistikopoulos, E. N. Model-based blood glucose control for type 1 diabetes via parametric programming. IEEE Transactions on Biomedical Engineering 2006, 53 (8), 1478-1491.
- Parpas, P.; Rustem, B.; Pistikopoulos, E. N. Linearly constrained global optimization and stochastic differential equations. Journal of Global Optimization 2006, 36 (2), 191-217.
- Proios, P.; Pistikopoulos, E. N. Hybrid generalized modular/collocation framework for distillation column synthesis. AIChE Journal 2006, 52 (3), 1038-1056.
2005- Dua, P.; Pistikopoulos, E. N. Modelling and control of drug delivery systems. Computers & Chemical Engineering 2005, 29 (11-12), 2290-2296.
- Hugo, A.; Pistikopoulos, E. N. Environmentally conscious long-range planning and design of supply chain networks. Journal of Cleaner Production 2005, 13 (15), 1428-1448.
- Hugo, A.; Rutter, P.; Pistikopoulos, E. N.; Amorelli, A.; Zoia, G. Hydrogen infrastructure strategic planning using multi-objective optimization. International Journal of Hydrogen Energy 2005, 30 (15), 1523-1534.
- Kontoravdi, C.; Asprey, S. P.; Pistikopoulos, E. N.; Mantalaris, A. Application of global sensitivity analysis to determine goals for design of experiments: An example study on antibody-producing cell cultures. Biotechnology Progress 2005, 21 (4), 1128-1135.
- Kosmidis, V. D.; Perkins, J. D.; Pistikopoulos, E. N. A mixed integer optimization formulation for the well scheduling problem on petroleum fields. Computers and Chemical Engineering 2005, 29 (7), 1523-1541.
- Panjwani, P.; Schenk, M.; Georgiadis, M. C.; Pistikopoulos, E. N. Optimal design and control of a reactive distillation system. Engineering Optimization 2005, 37 (7), 733-753.
- Proios, P.; Goula, N. F.; Pistikopoulos, E. N. Generalized modular framework for the synthesis of heat integrated distillation column sequences. Chemical Engineering Science 2005, 60 (17), 4678-4701.
- Proios, P.; Pistikopoulos, E. N. Generalized modular framework for the representation and synthesis of complex distillation column sequences. Industrial and Engineering Chemistry Research 2005, 44 (13), 4656-4675.
- Ryu, J.-H.; Pistikopoulos, E. N. Design and operation of an enterprise-wide process network using operation policies. 1. Design. Industrial and Engineering Chemistry Research 2005, 44 (7), 2174-2182.
2004- Dua, V.; Papalexandri, K. P.; Pistikopoulos, E. N. Global optimization issues in multiparametric continuous and mixed-integer optimization problems. Journal of Global Optimization 2004, 30 (1), 59-89.
- Hugo, A.; Ciumei, C.; Buxton, A.; Pistikopoulos, E. N. Environmental impact minimization through material substitution: A multi-objective optimization approach. Green Chemistry 2004, 6 (8), 407-417.
- Kosmidis, V. D.; Perkins, J. D.; Pistikopoulos, E. N. Optimization of well oil rate allocations in petroleum fields. Industrial and Engineering Chemistry Research 2004, 43 (14), 3513-3527.
- Ryu, J.-H.; Dua, V.; Pistikopoulos, E. N. A bilevel programming framework for enterprise-wide process networks under uncertainty. Computers and Chemical Engineering 2004, 28 (6-7), 1121-1129.
- Sakizlis, V.; Dua, V.; Perkins, J. D.; Pistikopoulos, E. N. Robust model-based tracking control using parametric programming. Computers and Chemical Engineering 2004, 28 (1-2), 195-207.
- Sakizlis, V.; Perkins, J. D.; Pistikopoulos, E. N. Recent advances in optimization-based simultaneous process and control design. Computers & Chemical Engineering 2004, 28 (10), 2069-2086.
2003- Bansal, V.; Sakizlis, V.; Ross, R.; Perkins, J. D.; Pistikopoulos, E. N. New algorithms for mixed-integer dynamic optimization. Computers and Chemical Engineering 2003, 27 (5), 647-668.
- Chatzidoukas, C.; Perkins, J. D.; Pistikopoulos, E. N.; Kiparissides, C. Optimal grade transition and selection of closed-loop controllers in a gas-phase olefin polymerization fluidized bed reactor. Chemical Engineering Science 2003, 58 (16), 3643-3658.
- Gao, W.; Yang, Y.; Pistikopoulos, E. N. Retrofit and control of heat exchanger networks. Huagong Xuebao/Journal of Chemical Industry and Engineering (China) 2003, 54 (7), 965-971.
- Giovanoglou, A.; Barlatier, J.; Adjiman, C. S.; Pistikopoulos, E. N.; Cordiner, J. L. Optimal Solvent Design for Batch Separation Based on Economic Performance. AIChE Journal 2003, 49 (12), 3095-3109.
- Sakizlis, V.; Perkins, J. D.; Pistikopoulos, E. N. Parametric controllers in simultaneous process and control design optimization. Industrial and Engineering Chemistry Research 2003, 42 (20), 4545-4563.
2002- Bansal, V.; Perkins, J. D.; Pistikopoulos, E. N. Flexibility analysis and design using a parametric programming framework. AIChE Journal 2002, 48 (12), 2851-2868.
- Bansal, V.; Perkins, J. D.; Pistikopoulos, E. N. A case study in simultaneous design and control using rigorous, mixed-integer dynamic optimization models. Industrial and Engineering Chemistry Research 2002, 41 (4), 760-778.
- Bemporad, A.; Morari, M.; Dua, V.; Pistikopoulos, E. N. The explicit linear quadratic regulator for constrained systems. Automatica 2002, 38 (1), 3-20.
- Dua, V.; Bozinis, N. A.; Pistikopoulos, E. N. A multiparametric programming approach for mixed-integer quadratic engineering problems. Computers and Chemical Engineering 2002, 26 (4-5), 715-733.
- Gani, R.; Pistikopoulos, E. N. Property modelling and simulation for product and process design. Fluid Phase Equilibria 2002, 194-197, 43-59.
- Georgiadis, M. C.; Schenk, M.; Pistikopoulos, E. N.; Gani, R. The interactions of design, control and operability in reactive distillation systems. Computers and Chemical Engineering 2002, 26 (4-5), 735-746.
- Hené, T. S.; Dua, V.; Pistikopoulos, E. N. A hybrid parametric/stochastic programming approach for mixed-integer nonlinear problems under uncertainty. Industrial and Engineering Chemistry Research 2002, 41 (1), 67-77.
- Pistikopoulos, E. N.; Sakizlis, V. Simultaneous design and control optimization under uncertainty in reaction/separation systems. AIChE Symposium Series 2002, 98, 223-238.
- Pistikopoulos, E. N.; Dua, V.; Bozinis, N. A.; Bemporad, A.; Morari, M. On-line optimization via off-line parametric optimization tools. Computers and Chemical Engineering 2002, 26 (2), 175-185.
2001- Bernardo, F. P.; Pistikopoulos, E. N.; Saraiva, P. M. Quality costs and robustness criteria in chemical process design optimization. Computers and Chemical Engineering 2001, 25 (1), 27-40.
- Ismail, S. R.; Proios, P.; Pistikopoulos, E. N. Modular Synthesis Framework for Combined Separation/Reaction Systems. AIChE Journal 2001, 47 (3), 629-648.
- Pistikopoulos, E. N.; Vassiliadis, C. G.; Arvela, J.; Papageorgiou, L. G. Interactions of maintenance and production planning for multipurpose process plants - A system effectiveness approach. Industrial and Engineering Chemistry Research 2001, 40 (14), 3195-3207.
- Ross, R.; Perkins, J. D.; Pistikopoulos, E. N.; Koot, G. L. M.; van~Schijndel, J. M. G. Optimal design and control of a high-purity industrial distillation system. Computers and Chemical Engineering 2001, 25 (1), 141-150.
- Vassiliadis, C. G.; Pistikopoulos, E. N. Maintenance scheduling and process optimization under uncertainty. Computers and Chemical Engineering 2001, 25 (2-3), 217-236.
2000- Ahmed, S.; Sahinidis, N. V.; Pistikopoulos, E. N. An improved decomposition algorithm for optimization under uncertainty. Computers and Chemical Engineering 2000, 23 (11-12), 1589-1604.
- Bansal, V.; Ross, R.; Perkins, J. D.; Pistikopoulos, E. N. Interactions of design and control: Double-effect distillation. Journal of Process Control 2000, 10 (2), 219-227.
- Bansal, V.; Perkins, J. D.; Pistikopoulos, E. N. Flexibility analysis and design of linear systems by parametric programming. AIChE Journal 2000, 46 (2), 335-354.
- Bansal, V.; Perkins, J. D.; Pistikopoulos, E. N. Using mathematical programming to compute singular multivariate normal probabilities. Journal of Statistical Computation and Simulation 2000, 67, 219-253.
- Bansal, V.; Perkins, J. D.; Pistikopoulos, E. N.; Ross, R.; van Schijndel, J. M. G. Simultaneous design and control optimisation under uncertainty. Computers & Chemical Engineering 2000, 24 (2-7), 261-266.
- Bernardo, F. P.; Saraiva, P.; Pistikopoulos, E. N. Inclusion of information costs in process design optimization under uncertainty. Computers and Chemical Engineering 2000, 24 (2-7), 1695-1701.
- Dua, V.; Pistikopoulos, E. N. An Algorithm for the Solution of Multiparametric Mixed Integer Linear Programming Problems. Annals of Operations Research 2000, 99 (1-4), 123-139.
- Pistikopoulos, E. N.; Dua, V.; Bozinis, N. A.; Bemporad, A.; Morari, M. On-line optimization via off-line parametric optimization tools. Computers and Chemical Engineering 2000, 24 (2-7), 183-188.
- Pistikopoulos, E. N.; Vassiliadis, C. G.; Papageorgiou, L. G. Process design for maintainability: An optimization approach. Computers and Chemical Engineering 2000, 24 (2-7), 203-208.
- Vassiliadis, C. G.; Pistikopoulos, E. N. Maintenance-based strategies for environmental risk minimization in the process industries. Journal of Hazardous Materials 2000, 71 (1-3), 481-501.
1999- Acevedo, J.; Pistikopoulos, E. N. Algorithm for multiparametric mixed-integer linear programming problems. Operations Research Letters 1999, 24 (3), 139-148.
- Bernardo, F. P.; Pistikopoulos, E. N.; Saraiva, P. M. Robustness criteria in process design optimization under uncertainty. Computers and Chemical Engineering 1999, 23 (SUPPL. 1), S459-S462.
- Bernardo, F. P.; Pistikopoulos, E. N.; Saraiva, P. M. Integration and computational issues in stochastic design and planning optimization problems. Industrial and Engineering Chemistry Research 1999, 38 (8), 3056-3068.
- Buxton, A.; Livingston, A. G.; Pistikopoulos, E. N. Optimal design of solvent blends for environmental impact minimization. AIChE Journal 1999, 45 (4), 817-843.
- Dua, V.; Pistikopoulos, E. N. Algorithms for the solution of multiparametric mixed-integer nonlinear optimization problems. Industrial and Engineering Chemistry Research 1999, 38 (10), 3976-3987.
- Dua, V.; Papalexandri, K. P.; Pistikopoulos, E. N. A parametric mixed-integer global optimization framework for the solution of process engineering problems under uncertainty. Computers and Chemical Engineering 1999, 23 (SUPPL. 1), S19-S22.
- Georgiadis, M. C.; Pistikopoulos, E. N. An integrated framework for robust and flexible process systems. Industrial and Engineering Chemistry Research 1999, 38 (1), 133-143.
- Ismail, S. R.; Pistikopoulos, E. N.; Papalexandri, K. P. Modular representation synthesis framework for homogeneous azeotropic separation. AIChE Journal 1999, 45 (8), 1701-1720.
- Ismail, S. R.; Pistikopoulos, E. N.; Papalexandri, K. P. Synthesis of reactive and combined reactor/separation systems utilizing a mass/heat exchange transfer module. Chemical Engineering Science 1999, 54 (13-14), 2721-2729.
- Ross, R.; Bansal, V.; Perkins, J. D.; Pistikopoulos, E. N.; Koot, G. L. M.; van~Schijndel, J. M. G. Optimal Design and Control of an Industrial Distillation System. Computers and Chemical Engineering 1999, 23 (SUPPL. 1), S875-S878.
- Schenk, M.; Gani, R.; Bogle, D.; Pistikopoulos, E. N. A hybrid modelling approach for separation systems involving distillation. Chemical Engineering Research and Design 1999, 77 (6), 519-534.
- Schenk, M.; Gani, R.; Bogle, I. D. L.; Pistikopoulos, E. N. A hybrid approach for reactive separation systems. Computers and Chemical Engineering 1999, 23 (SUPPL. 1), S419-S422.
- Vassiliadis, C. G.; Pistikopoulos, E. N. Process design and maintenance optimization under uncertainty. Computers and Chemical Engineering 1999, 23 (SUPPL. 1), S555-S558.
1998- Acevedo, J.; Pistikopoulos, E. N. Stochastic optimization based algorithms for process synthesis under uncertainty. Computers and Chemical Engineering 1998, 22 (4-5), 647-671.
- Bansal, V.; Perkins, J. D.; Pistikopoulos, E. N. Flexibility analysis and design of dynamic processes with stochastic parameters. Computers and Chemical Engineering 1998, 22 (SUPPL.1), S817-S820.
- Dua, V.; Pistikopoulos, E. N. Optimization techniques for process synthesis and material design under uncertainty. Chemical Engineering Research and Design 1998, 76 (3), 408-416.
- Dua, V.; Pistikopoulos, E. N. An outer-approximation algorithm for the solution of multiparametric MINLP problems. Computers and Chemical Engineering 1998, 22 (SUPPL.1), S955-S958.
- Papalexandri, K. P.; Pistikopoulos, E. N. A decomposition-based approach for process optimization and simultaneous heat integration: Application to an industrial process. Chemical Engineering Research and Design 1998, 76 (3), 273-286.
- Papalexandri, K. P.; Patsiatzis, D. I.; Pistikopoulos, E. N.; Ebbesen, L. Heat integration aspects in a crude preheat refinery section. Computers and Chemical Engineering 1998, 22 (SUPPL.1), S141-S148.
- Papalexandri, K. P.; Pistikopoulos, E. N.; Kalitventzeff, B. Modelling and optimization aspects in energy management and plant operation with variable energy demands-application to industrial problems. Computers & Chemical Engineering 1998, 22 (9), 1319-1333.
- Pistikopoulos, E. N.; Stefanis, S. K. Optimal solvent design for environmental impact minimization. Computers and Chemical Engineering 1998, 22 (6), 717-733.
- Romero-Hernandez, O.; Pistikopoulos, E. N.; Livingston, A. G. Waste treatment and optimal degree of pollution abatement. Environmental Progress 1998, 17 (4), 270-277.
- Vassiliadis, C. G.; Pistikopoulos, E. N. Reliability and maintenance considerations in process design under uncertainty. Computers and Chemical Engineering 1998, 22 (SUPPL.1), S521-S528.
1997- Acevedo, J.; Pistikopoulos, E. N. A hybrid parametric/stochastic programming approach for mixed-integer linear problems under uncertainty. Industrial and Engineering Chemistry Research 1997, 36 (6), 2262-2270.
- Acevedo, J.; Pistikopoulos, E. N. A Multiparametric Programming Approach for Linear Process Engineering Problems under Uncertainty. Industrial and Engineering Chemistry Research 1997, 36 (3), 717-728.
- Buxton, A.; Livingston, A. G.; Pistikopoulos, E. N. Reaction path synthesis for environmental impact minimization. Computers and Chemical Engineering 1997, 21 (SUPPL.1), S959-S964.
- Epperly, T. G. W.; Ierapetritou, M. G.; Pistikopoulos, E. N. On the global and efficient solution of stochastic batch plant design problems. Computers and Chemical Engineering 1997, 21 (12), 1411-1431.
- Epperly, T. G. W.; Pistikopoulos, E. N. A Reduced Space Branch and Bound Algorithm for Global optimization. Journal of Global Optimization 1997, 11 (3), 287-311.
- Freitas Dos Santos, L. M.; Pavasant, P.; Strachan, L. F.; Pistikopoulos, E. N.; Livingston, A. G. Membrane attached biofilms for waste treatment - Fundamentals and applications. Pure and Applied Chemistry 1997, 69 (11), 2459-2469.
- Mohideen, M. J.; Perkins, J. D.; Pistikopoulos, E. N. Towards an efficient numerical procedure for mixed integer optimal control. Computers and Chemical Engineering 1997, 21 (SUPPL.1), S457-S462.
- Mohideen, M. J.; Perkins, J. D.; Pistikopoulos, E. N. Robust stability considerations in optimal design of dynamic systems under uncertainty. Journal of Process Control 1997, 7 (5), 371-385.
- Pavasant, P.; Pistikopoulos, E. N.; Livingston, A. G. Prediction of axial concentration profiles in an extractive membrane bioreactor and experimental verification. Journal of Membrane Science 1997, 130 (1-2), 85-98.
- Ismail, S. R.; Pistikopoulos, E. N.; Papalexandri, K. P. Separation of nonideal mixtures based on mass/heat exchange principles. The entrainer selection and sequencing problem. Computers and Chemical Engineering 1997, 21 (SUPPL.1), S211-S216.
- Stefanis, S. K.; Livingston, A. G.; Pistikopoulos, E. N. Environmental impact considerations in the optimal design and scheduling of batch processes. Computers and Chemical Engineering 1997, 21 (10), 1073-1094.
- Stefanis, S. K.; Pistikopoulos, E. N. Methodology for Environmental Risk Assessment of Industrial Nonroutine Releases. Industrial and Engineering Chemistry Research 1997, 36 (9), 3694-3707.
1996- Acevedo, J.; Pistikopoulos, E. N. Computational studies of stochastic optimization algorithms for process synthesis under uncertainty. Computers and Chemical Engineering 1996, 20 (SUPPL.1), S1-S6.
- Acevedo, J.; Pistikopoulos, E. N. A Parametric MINLP Algorithm for Process Synthesis Problems under Uncertainty. Industrial and Engineering Chemistry Research 1996, 35 (1), 147-158.
- Bozinis, N. A.; Alexiou, I. E.; Pistikopoulos, E. N. A mathematical model for the optimal design and operation of an anaerobic co-digestion plant. Water Science and Technology 1996, 34 (5-6), 383-391.
- Freitas Dos Santos, L. M.; Pavasant, P.; Pistikopoulos, E. N.; Livingston, A. G. Growth of immobilised cells: Results and predictions for membrane-attached biofilms using a novel in situ biofilm thickness measurement technique. Progress in Biotechnology 1996, 11 (C), 290-297.
- Ierapetritou, M. G.; Pistikopoulos, E. N.; Floudas, C. A. Operational planning under uncertainty. Computers and Chemical Engineering 1996, 20 (12), 1499-1516.
- Ierapetritou, M. G.; Acevedo, J.; Pistikopoulos, E. N. An optimization approach for process engineering problems under uncertainty. Computers and Chemical Engineering 1996, 20 (6-7), 703-709.
- Ierapetritou, M. G.; Pistikopoulos, E. N. Batch Plant Design and Operations under Uncertainty. Industrial & Engineering Chemistry Research 1996, 35 (3), 772-787.
- Livingston, A. G.; Freitas Dos Santos, L. M.; Pavasant, P.; Pistikopoulos, E. N.; Strachan, L. F. Detoxification of industrial wastewaters in an extractive membrane bioreactor. Water Science and Technology 1996, 33 (3), 1-8.
- Mohideen, M. J.; Perkins, J. D.; Pistikopoulos, E. N. Optimal synthesis and design of dynamic systems under uncertainty. Computers and Chemical Engineering 1996, 20 (SUPPL.2), S895-S900.
- Papalexandri, K. P.; Pistikopoulos, E. N.; Kalitventzeff, B.; Dumont, M. N.; Urmann, K.; Gorschluter, J. Operation of a steam production network with variable demands modelling and optimization under uncertainty. Computers and Chemical Engineering 1996, 20 (SUPPL.1), S763-S768.
- Papalexandri, K. P.; Pistikopoulos, E. N. Generalized Modular Representation Framework for Process Synthesis. AIChE Journal 1996, 42 (4), 1010-1029.
- Pavasant, P.; Freitas Dos Santos, L. M.; Pistikopoulos, E. N.; Livingston, A. G. Prediction of optimal biofilm thickness for membrane-attached biofilms growing in an extractive membrane bioreactor. Biotechnology and Bioengineering 1996, 52 (3), 373-386.
- Pistikopoulos, E. N.; Thomaidis, T. V.; Melin, A.; Ierapetritou, M. G. Flexibility, reliability and maintenance considerations in batch plant design under uncertainty. Computers and Chemical Engineering 1996, 20 (SUPPL.2), S1209-S1214.
- Stefanis, S. K.; Buxton, A.; Livingston, A. G.; Pistikopoulos, E. N. A methodology for environmental impact minimization: Solvent design and reaction path synthesis issues. Computers and Chemical Engineering 1996, 20 (SUPPL.2), S1419-S1424.
1995- Dimitriadis, V. D.; Pistikopoulos, E. N. Flexibility analysis of dynamic systems. Industrial and Engineering Chemistry Research 1995, 34 (12), 4451-4462.
- Ierapetritou, M. G.; Pistikopoulos, E. N. Design of multiproduct batch plants with uncertain demands. Computers and Chemical Engineering 1995, 19 (SUPPL. 1), 627-632.
- Papalexandri, K. P.; Pistikopoulos, E. N. A process synthesis modelling framework based on mass/heat transfer module hyperstructure. Computers and Chemical Engineering 1995, 19 (SUPPL. 1), 71-76.
- Pistikopoulos, E. N.; Ierapetritou, M. G. Novel approach for optimal process design under uncertainty. Computers and Chemical Engineering 1995, 19 (10), 1089-1110.
- Pistikopoulos, E. N. Uncertainty in process design and operations. Computers and Chemical Engineering 1995, 19 (SUPPL. 1), 553-563.
- Stefanis, S. K.; Livingston, A. G.; Pistikopoulos, E. N. Minimizing the environmental impact of process Plants: A process systems methodology. Computers and Chemical Engineering 1995, 19 (SUPPL. 1), 39-44.
- Thomaidis, T. V.; Pistikopoulos, E. N. Optimal design of flexible & reliable process systems. IEEE Transactions on Reliability 1995, 44 (2), 243-250.
- Thomaidis, T. V.; Pistikopoulos, E. N. Towards the incorporation of flexibility, maintenance and safety in process design. Computers and Chemical Engineering 1995, 19 (SUPPL. 1), 687-692.
1994- Ierapetritou, M. G.; Pistikopoulos, E. N. Simultaneous incorporation of flexibility and economic risk in operational planning under uncertainty. Computers & Chemical Engineering 1994, 18 (3), 163-189.
- Ierapetritou, M. G.; Pistikopoulos, E. N. Novel optimization approach of stochastic planning models. Industrial and Engineering Chemistry Research 1994, 33 (8), 1930-1942.
- Ierapetritou, M. G.; Pistikopoulos, E. N.; Floudas, C. A. Operational planning under uncertainty. Computers and Chemical Engineering 1994, 18 (SUPPL), S553-S557.
- Papalexandri, K. P.; Pistikopoulos, E. N. A multiperiod MINLP model for the synthesis of flexible heat and mass exchange networks. Computers & Chemical Engineering 1994, 18 (11), 1125-1139.
- Papalexandri, K. P.; Pistikopoulos, E. N.; Floudas, C. A. Mass-Exchange Networks for Waste Minimization - A Simultaneous Approach. Chemical Engineering Research & Design 1994, 72 (A3), 279-294.
- Papalexandri, K. P.; Pistikopoulos, E. N. Synthesis and retrofit design of operable heat exchanger networks. 2. Dynamics and control structure considerations. Industrial and Engineering Chemistry Research 1994, 33 (7), 1738-1755.
- Papalexandri, K. P.; Pistikopoulos, E. N. Synthesis of cost optimal and controllable heat exchanger networks. Chemical Engineering Research and Design 1994, 72 (A3), 350-356.
- Thomaidis, T. V.; Pistikopoulos, E. N. Integration of flexibility, reliability and maintenance in process synthesis and design. Computers and Chemical Engineering 1994, 18 (SUPPL), S259-S263.
1993- Papalexandri, K. P.; Pistikopoulos, E. N. An MINLP retrofit approach for improving the flexibility of heat exchanger networks. Annals of Operations Research 1993, 42 (1), 119-168.
- Papalexandri, K. P.; Pistikopoulos, E. N. Multiperiod MINLP model for improving the flexibility of heat exchanger networks. Computers and Chemical Engineering 1993, 17 (Suppl), 111-116.
1990- Pistikopoulos, E. N.; Mazzuchi, T. A. A novel flexibility analysis approach for processes with stochastic parameters. Computers and Chemical Engineering 1990, 14 (9), 991-1000.
1989- Pistikopoulos, E. N.; Grossmann, I. E. Optimal retrofit design for improving process flexibility in nonlinear systems-II. Optimal level of flexibility. Computers and Chemical Engineering 1989, 13 (10), 1087-1096.
- Pistikopoulos, E. N.; Grossmann, I. E. Optimal retrofit design for improving process flexibility in nonlinear systems-I. Fixed degree of flexibility. Computers and Chemical Engineering 1989, 13 (9), 1003-1016.
1988- Pistikopoulos, E. N.; Grossmann, I. E. Stochastic optimization of flexibility in retrofit design of linear systems. Computers and Chemical Engineering 1988, 12 (12), 1215-1227.
- Pistikopoulos, E. N.; Grossmann, I. E. Optimal retrofit design for improving process flexibility in linear systems. Computers and Chemical Engineering 1988, 12 (7), 719-731.
- Pistikopoulos, E. N.; Grossmann, I. E. Evaluation and redesign for improving flexibility in linear systems with infeasible nominal conditions. Computers & Chemical Engineering 1988, 12 (8), 841-843.
Chapters in Books
2024- Beykal, B.; Pistikopoulos, E. N. Data-driven optimization algorithms. In Artificial Intelligence in Manufacturing; Soroush, M., Braatz, R. D., Eds.; Academic Press: Cham, 2024; pp 135-180.
- Dantas, B.; Braniff, A.; Akundi, S. S.; Liu, Y.; Niknezhad, S. S.; Khan, F.; Pistikopoulos, E. N.; Lima, F. V.; Tian, Y. An Operability-based Approach for Integrated Process Design, Operations, and Risk Management. Volume 8 of Methods in Chemical Process Safety (MCPS); Elsevier, 2024.
- Akundi, S. S.; Braniff, A.; Dantas, B.; Liu, Y.; Tian, Y.; Niknezhad, S. S.; Khan, F.; Pistikopoulos, E. N. Model Predictive Control for enhanced safety and efficiency of process and energy systems. Volume 8 of Methods in Chemical Process Safety (MCPS); Elsevier, 2024.
- Liu, Y.; Akundi, S. S.; Braniff, A.; Dantas, B.; Tian, Y.; Niknezhad, S. S.; Khan, F.; Pistikopoulos, E. N. Cyber-Physical Systems in Chemical Engineering. Volume 8 of Methods in Chemical Process Safety (MCPS); Elsevier, 2024.
- Gordon, C. A. K.; Pistikopoulos, E. N. Method of process systems in energy systems: Current system part I. Volume 8 of Maintenance Practices in Energy Systems Operations; Submitted, 2024.
- Tian, Y.; Bindlish, R.; Pistikopoulos, E. N. Integrated Design and Operability Optimization of Sustainable Process Intensification Systems. Optimization of Sustainable Process Systems: Multiscale Models and Uncertainties; Submitted, 2024.
2022- Kenefake, D.; Pappas, I.; Diangelakis, N. A.; Avraamidou, S.; Oberdieck, R.; Pistikopoulos, E. N. Multi-parametric Linear and Quadratic Programming. In Encyclopedia of Optimization; Pardalos, P. M., Prokopyev, O. A., Eds.; Springer, Cham, 2022; pp 1-5.
- Kenefake, D.; Pappas, I.; Diangelakis, N. A.; Avraamidou, S.; Oberdieck, R.; Pistikopoulos, E. N. Multi-parametric Mixed-integer Linear and Mixed-integer Quadratic Programming. In Encyclopedia of Optimization; Pardalos, P. M., Prokopyev, O. A., Eds.; Springer, Cham, 2022; pp 1-5.
- Avraamidou, S.; Diangelakis, N. A.; Pappas, I.; Kenefake, D.; Oberdieck, R.; Pistikopoulos, E. N. Continuous and Mixed-integer Linear and Quadratic Multilevel Optimization through Multi-parametric Programming. Encyclopedia Article Under Review; 2022.
- Pappas, I.; Diangelakis, N. A.; Kenefake, D.; Avraamidou, S.; Oberdieck, R.; Pistikopoulos, E. N. Multi-parametric Nonlinear Programming. In Encyclopedia of Optimization; Pardalos, P. M., Prokopyev, O. A., Eds.; Springer, Cham, 2022; pp 1-8.
- Kakodkar, R.; Sundar, S.; Pistikopoulos, E. Hydrogen-Based Dense Energy Carriers in Energy Transition Solutions. In Handbook of Smart Energy Systems; Fathi, M., Zio, E., Pardalos, P. M., Eds.; Springer International Publishing: Cham, 2022; pp 1-21.
- Martino, M. Di; Allen, R. C.; Pistikopoulos, E. N. The Food-Energy-Water Nexus in Sustainable Energy Systems Solutions. In Handbook of Smart Energy Systems; Fathi, M., Zio, E., Pardalos, P. M., Eds.; Springer International Publishing: Cham, 2022; pp 1-20.
- Chrisandina, N. J.; Vedant, S.; El-Halwagi, M. M.; Pistikopoulos, E. N.; Iakovou, E. Next-Generation Data-Driven Resilience of Energy Systems. In Handbook of Smart Energy Systems; Fathi, M., Zio, E., Pardalos, P. M., Eds.; Springer International Publishing: Cham, 2022; pp 1-19.
2021- Vedant, S.; Atencio, M. R.; Tian, Y.; Ali, M.; Kenefake, D.; Pappas, I.; Pistikopoulos, E. N. A Software Prototype for Synthesis of Operable Process Intensification Systems. Synthesis and Operability Strategies for Computer-Aided Process Intensification; 2021.
2019- Diangelakis, N. A.; Oberdieck, R.; Pistikopoulos, E. N. Explicit (Offline) Optimization for MPC. In Handbook of Model Predictive Control; Rakovic, S., Levine, W., Eds.; Control Engineering; Birkhäuser, Cham, 2019.
- Ogumerem, G. S.; Pistikopoulos, E. N. Smart Manufacturing. Kirk-Othmer Encyclopedia; Wiley, 2019.
- Avraamidou, S.; Pistikopoulos, E. N. A global optimization algorithm for the solution of tri-level mixed-integer quadratic programming problems. In Optimization of Complex Systems: Theory, Models, Algorithms and Applications. WCGO 2019; Le Thi, H., Le, H., Pham Dinh, T., Eds.; Advances in Intelligent Systems and Computing, Vol. 991; Springer, Cham, 2019; pp 579-588.
2018- Ogumerem, G. S.; Diangelakis, N. A.; Pistikopoulos, E. N. Natural Gas based SOFC in Distributed Electricity Generation: Modeling and Control. In Natural Gas Processing from Midstream to Downstream; Elbashir, N. O., El-Halwagi, M. M., Hall, K. R., Economou, I., Eds.; Wiley, 2018.
- Papathanasiou, M. M.; Onel, M.; Nascu, I.; Pistikopoulos, E. N. Computational Tools in the Assistance of Personalized Healthcare. In Quantitative Systems Pharmacology: Models and Model-Based Systems with Applications; Manca, D., Ed.; Computer Aided Chemical Engineering, Vol. 42; Elsevier, 2018.
2017- Diangelakis, N. A.; Pistikopoulos, E. N. Modelling, Design and Control Optimization of a Residential Scale CHP System. In Advances in Energy Systems Engineering; Kopanos, G. M., Liu, P., Georgiadis, M. C., Eds.; Springer Berlin Heidelberg, 2017.
2015- Zhou, C.; Liu, P.; Pistikopoulos, E. N. Superstructure-Based Optimal Design of Pipeline Network for CO2 Transport in Large-Scale Carbon Capture and Sequestration. In Sustainability of Products, Processes and Supply Chains -- Theory and Applications; You, F., Ed.; Computer Aided Chemical Engineering, Vol. 36; Elsevier, 2015; pp 225-252.
2011- Amaro, B. S.; Pistikopoulos, E. N. Modeling of Polymerization Processes. In Process Systems Engineering, Volume 7: Dynamic Process Modelling; Georgiadis, M. C., Banga, J. R., Pistikopoulos, E. N., Eds.; Wiley-VCH: Weinheim, Germany, 2011.
- Bozinis, N.; Kouramas, K. I.; Pistikopoulos, E. N. MPC on a Chip. In Process Systems Engineering, Volume 2: Multi-Parametric Model-Based Control; Pistikopoulos, E. N., Galindo, A., Dua, V., Eds.; Wiley-VCH: Weinheim, Germany, 2011.
- Dua, P.; Pistikopoulos, E. N. Model-Based Control of Blood Glucose for Type 1 Diabetes. In Process Systems Engineering, Volume 2: Multi-Parametric Model-Based Control; Pistikopoulos, E. N., Galindo, A., Dua, V., Eds.; Wiley-VCH: Weinheim, Germany, 2011.
- Dua, P.; Georgiadis, M. C.; Pistikopoulos, E. N. Flexibility Analysis via Parametric Programming. In Process Systems Engineering, Volume 1: Multi-Parametric Programming; Pistikopoulos, E. N., Georgiadis, M. C., Dua, V., Eds.; Wiley-VCH: Weinheim, Germany, 2011.
- Faísca, N. P.; Kouramas, K. I.; Rustem, B.; Pistikopoulos, E. N. Dynamic Programming. Process Systems Engineering, Volume 1: Multi-Parametric Programming; Wiley-VCH, 2011; pp 151-172.
- Faísca, N. P.; Pistikopoulos, E. N. Parametric Global Optimization. Process Systems Engineering, Volume 1: Multi-Parametric Programming; Wiley-VCH, 2011.
2010- Kiparissides, A.; Koutinas, M.; Pistikopoulos, E. N.; Mantalaris, A. Model Development and Analysis of Mammalian Cell Culture Systems. Process Systems Engineering, Volume 7: Dynamic Process Modeling; Wiley-VCH, 2010; pp 403-439.
- Panos, C.; Kouramas, K.; Georgiadis, M. C.; Pistikopoulos, E. N. Modeling and Control of Proton Exchange Membrane Fuel Cells. Process Systems Engineering, Volume 7: Dynamic Process Modelling; Wiley-VCH, 2010; pp 105-135.
- Str"ubing, H.; Konstantinidis, S.; Karamertzanis, P. G.; Pistikopoulos, E. N.; Galindo, A.; Adjiman, C. S. Computer-Aided Methodologies for the Design of Reaction Solvents. Process Systems Engineering, Volume 6: Molecular Systems Engineering; Wiley-VCH, 2010; pp 267-305.
2009- Dua, P.; Kouramas, K. I.; Pistikopoulos, E. N. Global Optimization Issues in Parametric Programming and Control. In Workshop on Global Optimization - Methods and Applications; Pardalos, P. M., Coleman, T. F., Eds.; Fields Institute Communications, Vol. 55; American Mathematical Society, 2009.
2008- Li, Z.; Chang, L.; Gao, D.; Liu, P.; Pistikopoulos, E. N. Hydrogen Energy Systems. Process Systems Engineering, Volume 5: Energy Systems Engineering; Wiley-VCH, 2008; pp 125-157.
2007- Narciso, D. A. C.; Dua, V.; Pistikopoulos, E. N. Multiparametric Mixed-Integer Quadratic and Nonlinear Programming. Process Systems Engineering, Volume 1: Multi-Parametric Programming; Wiley-VCH, 2007; pp 73-97.
- Narciso, D.; Faísca, N.; Kouramas, K.; Pistikopoulos, E. N. Parametric Dynamic Optimization. Process Systems Engineering, Volume 2: Multi-Parametric Model-Based Control; Wiley-VCH, 2007; pp 77-103.
- Sakizlis, V.; Kouramas, K. I.; Faísca, N. P.; Pistikopoulos, E. N. Towards the Design of Parametric Model Predictive Controllers for Non-linear Constrained Systems. In Assessment and Future Directions of Nonlinear Model Predictive Control; Findeisen, R., Allgöwer, F., Biegler, L. T., Eds.; Lecture Notes in Control and Information Sciences, Vol. 358; Springer Berlin Heidelberg, 2007; pp 193-205.
- Sakizlis, V.; Kouramas, K. I.; Pistikopoulos, E. N. Linear Model Predictive Control via Multiparametric Programming. Process Systems Engineering, Volume 2: Multi-Parametric Model-Based Control; Wiley-VCH, 2007; pp 1-23.
2006- Dua, V.; Perkins, J. D.; Pistikopoulos, E. N. Real Time Optimization. In Computer Aided Process and Product Engineering; Puigjaner, L., Heyen, G., Eds.; Elsevier, 2006.
- Proios, P.; Georgiadis, M. C.; Pistikopoulos, E. N. Synthesis of Separation Processes. Computer Aided Process and Product Engineering; Wiley-VCH, 2006; pp 269-296.
2004- Sakizlis, V.; Perkins, J. D.; Pistikopoulos, E. N. Simultaneous process and control design using mixed integer dynamic optimization and parametric programming. In The Integration of Process Design and Control; Seferlis, P., Georgiadis, M. C., Eds.; Elsevier, 2004; pp 187-215.
2003- Buxton, A.; Hugo, A.; Livingston, A. G.; Pistikopoulos, E. N. Identifcation of Multistep Reaction Stoichiometries: CAMD Problem Formulation. In Computer Aided Molecular Design: Theory and Practice; Achenie, L. E. K., Gani, R., Venkatasubramanian, V., Eds.; Elsevier, 2003; pp 167-209.
- Buxton, A.; Hugo, A.; Livingston, A. G.; Pistikopoulos, E. N. Case Study in Identification of Multistep Reaction Stoichiometries. In Computer Aided Molecular Design: Theory and Practice; Achenie, L. E. K., Gani, R., Venkatasubramanian, V., Eds.; Elsevier, 2003; pp 319-327.
- Dua, V.; Pistikopoulos, E. N. Parametric optimization in process systems engineering: theory and algorithms. Proc. Indian National Science Academy; 2003; pp 429-444.
2001- Vassiliadis, C. G.; Stefanis, S. K.; Pistikopoulos, E. N. Environmental Impact and Environmental Risk Minimization via Process Design and Optimization. In Process Design Tools for the Environment; Sikdar, S. K., El-Halwagi, M. M., Eds.; CRC Press, 2001; pp 319-340.
2000- van Schijndel, J.; Pistikopoulos, E. N. Towards the Integration of Process Design, Process Control, and Process Operability: Current Status and Future Trends. In Fifth International Conference on Foundations of Computer-Aided Process Design; Malone, M. F., Trainham, J. A., Carnahan, B., Eds.; AIChE Symposium Series; American Institute of Chemical Engineers, 2000; pp 99-112.
1996- Ierapetritou, M. G.; Pistikopoulos, E. N. Global Optimization for Stochastic Planning, Scheduling and Design Problems. In Global Optimization in Engineering Design; Grossmann, I. E., Ed.; Kluwer Academic Publishers, 1996; pp 231-287.
- Visweswaran, V.; Floudas, C. A.; Ierapetritou, M. G.; Pistikopoulos, E. N. A Decomposition-Based Global Optimization Approach for Solving Bilevel Linear and Quadratic Problems. In State of the Art in Global Optimization; Floudas, C. A., Pardalos, P. M., Eds.; Nonconvex Optimization and its Applications; Kluwer Academic Publishers, 1996; pp 139-162.
1994- Pistikopoulos, E. N.; Stefanis, S. K.; Livingston, A. G. A Methodology for Minimum Environmental Impact Analysis. In Pollution Prevention via Process and Product Modifications; El-Halwagi, M. M., Petrides, D. P., Eds.; AIChE Symposium Series; American Institute of Chemical Engineers, 1994; pp 139-150.
Conference Proceedings
2024- Vedant, S.; Kakodkar, R.; Chrisandina, N. J.; Nkoutche, C.; Iakovou, E.; El-Halwagi, M. M.; Pistikopoulos, E. Information sharing for cost-effective risk mitigation in supply chains: A methodological framework. ESCAPE-34; 2024.
- Kakodkar, R.; Kenefake, D.; Shah, H.; Pappas, I.; Demirhan, C. D.; Mutlu, M.; Fu, X.; Pistikopoulos, E. Robust Scheduling of Energy Systems Under Forecasting Uncertainty - A Multi-Parametric Optimization Approach. ESCAPE-34; 2024.
- Kakodkar, R.; Montano Flores, B.; De Sousa, M.; Lin, Y.; Pistikopoulos, E. Towards Energy and Material Transition Integration - A Systematic Multi-scale Modeling and Optimization Framework. Submitted; 2024.
- Iseri, F.; Iseri, H.; Chrisandina, N. J.; Vedant, S.; Iakovou, E.; Pistikopoulos, E. Design of a Reverse Supply Chain Network for Photovoltaic Panels. ESCAPE-34; 2024.
- Di Martino, M.; Linke, P.; Pistikopoulos, E. Uncertainty and Complexity Considerations in Food-Energy-Water Nexus Problems. Submitted; 2024.
- Abraham, E. J.; Di Martino, M.; Kenefake, D.; Al-Mohannadi, D. M.; Pistikopoulos, E. A Multi-Parametric Optimization Approach for Bi-Level Decision Making Strategies in Energy-Water Nexus Supply Systems. ESCAPE-34; 2024.
- Chrisandina, N. J.; Vedant, S.; Nkoutche, C.; Iakovou, E.; Pistikopoulos, E. N.; El-Halwagi, M. M. Resilient-aware Design for Sustainable Energy Systems. Submitted; 2024.
- Braniff, A; Akundi, S. S; Liu, Y.; Khan, F.; Pistikopoulos, E. N.; Tian, Y. A real-time risk-based optimization framework for safe and smart operations. ESCAPE-34; 2024.
- Akundi, S. S.; Liu, Y.; Dantas, B.; Braniff, A.; Niknezhad, S. S.; Khan, F.; Tian, Y.; Pistikopoulos, E. N. Integration of probabilistic risk assessment and model predictive control for enhanced safety and control. Submitted; 2024.
- Liu, Y.; Akundi, S. S.; Braniff, A.; Dantas, B.; Niknezhad, S. S.; Khan, F.; Tian, Y.; Pistikopoulos, E. N. Resolving Discrepancies in Proton Exchange Membrane Water Electrolysis Modeling: Insights from ANSYS Fluent and COMSOL Simulations. Submitted; 2024.
- Dantas, B.; Akundi, S. S.; Liu, Y.; Niknezhad, S. S.; Braniff, A.; Lima, F. V.; Tian, Y. An Operability Case Study of a Proton Exchange Membrane Water Electrolyzer (PEMWE) System. Submitted; 2024.
- Braniff, A.; Akundi, S. S.; Liu, Y.; Dantas, B.; Niknezhad, S. S.; Khan, F.; Tian, Y.; Pistikopoulos, E. N. Fault-prognostic Explicit Control of Safety-Critical Reaction Processes with Bayesian State Estimation. Submitted; 2024.
- Akundi, S. S.; Liu, Y.; Dantas, B.; Braniff, A.; Niknezhad, S. S.; Khan, F.; Tian, Y.; Pistikopoulos, E. N. Poster: Integrating Probabilistic Dynamic Risk Assessment with Model Predictive Control for Enhanced Safety and Operational Control. ChEGSA 2024; 2024.
- Akundi, S. S.; Liu, Y.; Dantas, B.; Braniff, A.; Niknezhad, S. S.; Khan, F.; Tian, Y.; Pistikopoulos, E. N. Upcoming poster: Integrating Dynamic Risk Assessment with Model Predictive Control for Enhanced Safety and Operational Efficiency. American Control Conference 2024 (ACC2024); 2024.
- Abraham, E. J.; Di Martino, M.; Kenefake, D.; Al-Mohannadi, D. M.; Pistikopoulos, E. N. A Multi-Parametric Optimization Approach for Bi-Level Decision-Making Strategies in Energy-Water Nexus Supply Systems. In Computer Aided Chemical Engineering, Computer Aided Chemical Engineering; 2024; pp 2395-2400.
2023- Kenefake, D.; Akundi, S. S.; Pistikopoulos, E. N. A Partial Multiparametric Programming method for Model Predictive Control. FOCAPO/CPC 2023; 2023; p Accepted.
- Kakodkar, R.; Chrisandina, N. J.; El-Halwagi, M. M.; Pistikopoulos, E. N. A framework for reliability-embedded design of multi-scale energy systems. FOCAPO/CPC 2023; 2023; p Accepted.
- Di Martino, M.; Linke, P.; Pistikopoulos, E. N. Towards Optimal Energy-Water Supply System Operation for Agricultural and Metropolitan Ecosystems. FOCAPO/CPC 2023; 2023.
- Ali, M.; Cai, X.; Khan, F.; Tian, Y. Dynamic Risk-based Design and Explicit Model Predictive Control via Multi-Parametric Programming. FOCAPO/CPC 2023; 2023; p Accepted.
- Di Martino, M.; Linke, P.; Pistikopoulos, E. Modeling strategies in multi-scale food-energy-water nexus system optimization. ESCAPE-33; 2023; p Presented.
- Ali, M.; Tian, Y.; Kenefake, D.; Pistikopoulos, E. Process Design and Intensification of Circulating Catalytic Fluidized Bed Membrane Reactor for Oxidative Coupling of Methane. ESCAPE-33; 2023; pp 2031-2036.
- Kenefake, D.; Kakodkar, R.; Ali, M.; Pistikopoulos, E. A novel neural network bounds tightening procedure for multiparametric optimization and control. ESCAPE-33; 2023; pp 1841-1846.
- Baratsas, S.; Iseri, F.; Pistikopoulos, E. A hybrid forecasting framework for the energy sector. ESCAPE-33; 2023; pp 539-545.
- Aghayev, Z.; Walker, G.; Iseri, F.; Ali, M.; Pistikopoulos, E.; Beykal, B. Binary Classification of the Endocrine Disrupting Chemicals by Artificial Neural Networks. ESCAPE-33; 2023; pp 2631-2636.
- Chrisandina, N. J.; Vedant, S.; Iakovou, E.; Pistikopoulos, E.; El-Halwagi, M. M. Resilience-aware multi-scale integration of distributed energy systems. ESCAPE-33; 2023; pp 2953-2958.
- Narciso, D.; Kenefake, D.; Akundi, S. S.; Martins, F.; Pistikopoulos, E. A new framework and online solution engines for multiparametric model predictive control. ESCAPE-33; 2023; pp 1229-1234.
- Aghayev, Z.; Iseri, F.; Ali, M.; Pistikopoulos, E.; Beykal, B. Predicting the estrogenic potential of chemical contaminants through high-throughput image analysis and supervised machine learning algorithms. ACS Fall Meeting; 2023; p To be presented.
- Akundi, S. S.; Pistikopoulos, E. N.; Khan, F. Oral PPT: Risk-based Model Predictive Controller via Chance-Constrained programming. MKOPSC 2023; 2023.
2022- Ganesh, H. S.; Avraamidou, S.; Pappas, I.; Pistikopoulos, E. N. Explicit Model Predictive Control for a Highly Interacting System. 7th International Conference on Advances in Control & Optimization of Dynamical Systems (ACODS 2022); 2022; pp 247-252.
- Kenefake, D.; Pistikopoulos, E. N PPOPT - Multiparametric Solver for Explicit MPC. 32nd European Symposium on Computer Aided Process Engineering; Montastruc, L., Negny, S., Eds.; Elsevier, 2022;, Computer Aided Chemical Engineering 51 pp 1273-1278.
- Su-Feher, D.; Pistikopoulos, E. N Dynamic Inherent Safety Analysis of a Distillation Column under Simultaneous Design and Control. ESCAPE-32; 2022; pp 409-414.
- Di Martino, M.; Namany, S.; Avraamidou, S.; Al-Ansari, T.; Linke, P.; Pistikopoulos, E. N. Energy-water Scheduling Decisions for Agricultural Scenario Planning. ESCAPE-32; 2022; pp 1573-1578.
- Di Martino, M.; Pappas, I.; Tran, A.; Allen, R C.; Husfeld, R. R; Eleff, S.; Moffatt, S. G; Avraamidou, S.; Beykal, B.; Pistikopoulos, E. N A Framework to Facilitate Decision Making for Infrastructure Options Analysis of Distribution and Utilities Systems in Chemical Production Plants. ESCAPE-32; Elsevier, 2022; pp 835-840.
- Nascu, I.; Diangelakis, N. A.; Pistikopoulos, E. N. Multiparametric Model Predictive Control Strategies for Evaporation Processes in Pharmaceutical Industries. ESCAPE-32; 2022; pp 1159-1164.
- Allen, R C.; Demirhan, C D.; Heuberger-Austin, C. F; Pistikopoulos, E. N A Multi-Period Planning and Scheduling Strategy for Developing Hydrogen-Based Supply Chains. ESCAPE-32; Elsevier, 2022; pp 919-924.
- Beykal, B.; Diangelakis, N. A; Pistikopoulos, E. N Continuous-Time Surrogate Models for Data-Driven Dynamic Optimization. ESCAPE-32; Elsevier, 2022; pp 205-210.
- Avraamidou, S.; Pistikopoulos, E. Adjustable robust optimization for the integration of design and scheduling. ESCAPE-32; 2022; p Accepted.
- Pappas, I.; Diangelakis, N. A.; Oberdieck, R.; Pistikopoulos, E. A Robust Optimization Strategy for Robust Explicit Model Predictive Control. PSE 2021+; 2022; pp 409-414.
- Avraamidou, S.; Pappas, I.; Pistikopoulos, E. Explicit Multi-Objective and Hierarchical Model Predictive Control. PSE 2021+; 2022; pp 403-408.
- Beykal, B.; Aghayev, Z.; Onel, O.; Onel, M.; Pistikopoulos, E. Data-driven Stochastic Optimization of Numerically Infeasible Differential Algebraic Equations: An Application to the Steam Cracking Process. PSE 2021+; 2022; pp 1579-1584.
- Ali, M.; Tian, Y.; De, S.; Van Bavel, A. P.; Demirhan, C. D.; Pistikopoulos, E. N. Process Modeling, Design, and Intensification of Oxidative Coupling of Methane Process: A Comparative Study on Membrane Reactor and Fluidized Bed Reactor. ACS Spring Meeting; 2022; p Presented.
- Liu, Y.; Pistikopoulos, E. N.; Khan, F. I. Safety Analysis of Proton Exchange Membrane Water Electrolysis Process. SES 2022; 2022; p Presented.
2021- Vedant, S.; Atencio, M. R.; Tian, Y.; Meduri, V.; Pistikopoulos, E. N Towards a Software Prototype for Synthesis of Operable Process Intensification Systems. Computer Aided Chemical Engineering; Elsevier, 2021; pp 767-772.
- Baratsas, S. G; Masoud, N.; Pappa, V. A; Pistikopoulos, E. N; Avraamidou, S. Towards a circular economy calculator for measuring the circularity of companies. 31st European Symposium on Computer Aided Process Engineering (ESCAPE-31); Elsevier, 2021; pp 1547-1552.
- Baratsas, S. G.; Pistikopoulos, E. N; Avraamidou, S. Circular Economy Systems Engineering: A case study on the Coffee Supply Chain. 31st European Symposium on Computer Aided Process Engineering (ESCAPE-31); Elsevier, 2021; pp 1541-1546.
- Beykal, B.; Avraamidou, S.; Pistikopoulos, E. N. Bi-level Mixed-Integer Data-Driven Optimization of Integrated Planning and Scheduling Problems. 31st European Symposium on Computer Aided Process Engineering (ESCAPE-31); 2021; pp 1707-1714.
- Ganesh, H. S.; Beykal, B.; Szafran, A. T.; Stossi, F.; Zhou, L.; Mancini, M. A.; Pistikopoulos, E. N. Predicting the Estrogen Receptor Activity of Environmental Chemicals by Single-Cell Image Analysis and Data-driven Modeling. 31st European Symposium on Computer Aided Process Engineering (ESCAPE-31); 2021; pp 481-486.
- Allen, R. C.; Baratsas, S. G.; Kakodkar, R.; Avraamidou, S.; Powell, J. B.; Heuberger, C. F.; Demirhan, C. D.; Pistikopoulos, E. N. An Optimization Framework for Solving Integrated Planning and Scheduling Problems for Dense Energy Carriers. Proceedings of the 16th IFAC International Symposium on Advanced Control of Chemical Processes (ADCHEM 2021); 2021.
- Narciso, D. A. C.; Pappas, I.; Martins, F.; Pistikopoulos, E. N. A New Multiparametric Quadratic Programming Algorithm for Model Predictive Control. 2022 European Control Conference (ECC); 2021.
2020- Katz, J.; Pappas, I.; Avraamidou, S.; Pistikopoulos, E. N. Integrating Deep Learning and Explicit MPC for Advanced Control. American Control Conference (ACC); IEEE, 2020; pp 3559-3564.
- Katz, J.; Pappas, I.; Avraamidou, S.; Pistikopoulos, E. N. The Integration of Explicit MPC and ReLU based Neural Networks. 21st IFAC World Congress; 2020; pp 11350-11355.
- Pappas, I.; Diangelakis, N. A.; Pistikopoulos, E. N. A Strategy for the Exact Solution of Multiparametric/Explicit Quadratically Constrained NMPC Problems. 21st IFAC World Congress; 2020; pp 11380-11385.
- Allen, R. C.; Avraamidou, S.; Pistikopoulos, E. N. Production Scheduling of Supply Chains Comprised of Modular Production Units. In IFAC-PapersOnLine, IFAC-PapersOnLine; IFAC-PapersOnLine, 2020; Paper 2, pp 11452-11457.
- Tian, Y.; Pistikopoulos, E. N. Operability and Safety Considerations in Process Intensification. In IFAC-PapersOnLine, IFAC-PapersOnLine; IFAC-PapersOnLine, 2020; Paper 2, pp 11434-11439.
- Chen, Z.; Avraamidou, S.; and Pistikopoulos, E. N. Optimal Design of Integrated Urban Energy System Under Uncertainty and Sustainability Requirements. 30th European Symposium on Computer Aided Process Engineering (ESCAPE-30); Elsevier, 2020; pp 1423-1428.
- Di Martino, M.; Avraamidou, S.; Pistikopoulos, E. N. Superstructure Optimization for the Design of a Desalination Plant to Tackle the Water Scarcity in Texas (USA). 30th European Symposium on Computer Aided Process Engineering (ESCAPE-30); Elsevier, 2020; pp 763-768.
2019- Ogumerem, G. S.; Tso, W. W.; Demirhan, C. D.; Lee, S. Y.; Song, H.; Pistikopoulos, E. N. Toward the Optimization of Hydrogen, Ammonia, and Methanol Supply Chains. 12th IFAC Symposium on Dynamics and Control of Process Systems, including Biosystems (DYCOPS 2019); 2019;, IFAC-PapersOnLine 52 pp 844-849.
- Avraamidou, S.; and Pistikopoulos, E. N. A bilevel formulation and solution method for the integration of process design and scheduling. Foundations of Computer-Aided Process Design (FOCAPD 2019); Elsevier, 2019; pp 17-22.
- Nie, Y.; Avraamidou, S.; Xiao, X.; Pistikopoulos, E. N.; Li, J. Two-stage Land use optimization for a Food-Energy-Water nexus system: a case study in Texas Edwards region. Foundations of Computer-Aided Process Design (FOCAPD 2019); Elsevier, 2019; pp 205-210.
- Tian, Y.; Pappas, I. S.; Katz, J.; Burnak, B.; Avraamidou, S.; Diangelakis, N. A.; Pistikopoulos, E. N. Towards a systematic framework for the synthesis of operational process intensification systems - Application to reactive distillation systems. 29th European Symposium on Computer-Aided Process Engineering (ESCAPE-29); Elsevier, 2019; pp 73-78.
- Tian, Y.; Pistikopoulos, E. N. Generalized modular representation framework for the synthesis of extractive separation systems. Foundations of Computer-Aided Process Design (FOCAPD 2019); Elsevier, 2019; pp 475-480.
- Papathanasiou, M. M.; Burnak, B.; Katz, J.; Pistikopoulos, E. N. Control of a dual mode separation process via multi-parametric Model Predictive Control. 12th IFAC Symposium on Dynamics and Control of Process Systems, including Biosystems (DYCOPS 2019); 2019; pp 988-993.
- Tso, W. W.; Demirhan, C. D.; Lee, S. Y.; Song, H.; Powell, J. B.; Pistikopoulos, E. N. Energy Carrier Supply Chain Optimization: A Texas Case Study. Foundations of Computer-Aided Process Design (FOCAPD 2019); Elsevier, 2019; pp 1-6.
- Allen, R. C.; Nie, Y.; Avraamidou, S.; Pistikopoulos, E. N.; Xiao, X. Infrastructure planning and Operational scheduling for power Generating systems: an Energy-water Nexus approach. Foundations of Computer-Aided Process Design (FOCAPD 2019); Elsevier, 2019; pp 233-238.
- Papathanasiou, M. M.; Burnak, B.; Katz, J.; Pistikopoulos, E. N. Control of Small-Scale Chromatographic Systems under Disturbances. Foundations of Computer-Aided Process Design (FOCAPD 2019); Elsevier, 2019;, IFAC-PapersOnLine 47 pp 269-274.
- Mukherjee, R.; Onel, M.; Beykal, B.; Szafran, A. T.; Stossi, F.; Mancini, M. A.; Zhou, L.; Wright, F.; Pistikopoulos, E. N. Development of the Texas A&M Superfund Research Program Computational Platform for Data Integration, Visualization, and Analysis. 29th European Symposium on Computer-Aided Process Engineering (ESCAPE-29); Elsevier, 2019; pp 967-972.
2018- Avraamidou, S.; Milhorn, A.; Sarwar, O.; Pistikopoulos, E. N. Towards a quantitative Food-Energy-Water Nexus metric to facilitate decision making in process systems: A case study on a dairy production plant. 28th European Symposium on Computer-Aided Process Engineering (ESCAPE-28); Elsevier, 2018; pp 391-396.
- Avraamidou, S.; Beykal, B.; Pistikopoulos, I. P. E.; Pistikopoulos, E. N. A hierarchical Food-Energy-Water Nexus (FEW-N) Decision-making Approach for Land Use Optimization. 13th International Symposium on Process Systems Engineering (PSE 2018); Elsevier, 2018; pp 1885-1890.
- Nie, Y.; Avraamidou, S.; Li, J.; Xiao, X.; Pistikopoulos, E. N. Land use modeling and optimization based on food-energy-water nexus: a case study on crop-livestock systems. 13th International Symposium on Process Systems Engineering (PSE 2018); Elsevier, 2018; pp 1939-1944.
- Avraamidou, S.; Pistikopoulos, E. N. A novel algorithm for the global solution of mixed-integer bi-level multi-follower problems - Application on the problem of Planning and Scheduling integration. European Control Conference (ECC 2018); 2018; pp 1056-1061.
- Onel, M.; Beykal, B.; Wang, M.; Grimm, F. A.; Zhou, L.; Wright, F. A.; Phillips, T. D.; Rusyn, I.; Pistikopoulos, E. N. Optimal Chemical Grouping and Sorbent Material Design by Data Analysis, Modeling and Dimensionality Reduction Techniques. 28th European Symposium on Computer-Aided Process Engineering (ESCAPE-28); Elsevier, 2018; pp 421-426.
- Onel, M.; Kieslich, C. A.; Guzman, Y. A.; Floudas, C. A.; Pistikopoulos, E. N. Simultaneous Fault Detection and Diagnosis of Continuous Processes via Nonlinear Support Vector Machine-based Feature Selection. 13th International Symposium on Process Systems Engineering (PSE 2018); Elsevier, 2018; pp 2077-2082.
- Tian, Y.; Mannan, M. S.; Pistikopoulos, E. N. Towards a systematic framework for the synthesis of operable process intensification systems. 13th International Symposium on Process Systems Engineering (PSE 2018); Elsevier, 2018; pp 2383-2388.
- Tian, Y.; Mannan, M. S.; Kravanja, Z.; Pistikopoulos, E. N. Towards the synthesis of modular process intensification systems with safety and operability considerations - application to heat exchanger network. 28th European Symposium on Computer-Aided Process Engineering (ESCAPE-28); Elsevier, 2018; pp 705-710.
- Katz, J.; Diangelakis, N. A.; Pistikopoulos, E. N. Model Approximation in Multiparametric Optimization and Control - A Computational Study. 13th International Symposium on Process Systems Engineering (PSE 2018); Elsevier, 2018; pp 655-660.
- Burnak, B.; Katz, J.; Diangelakis, N. A.; Pistikopoulos, E. N. Integration of Design, Scheduling, and Control of Combined Heat and Power Systems: A Multiparametric Programming Based Approach. 13th International Symposium on Process Systems Engineering (PSE 2018); Elsevier, 2018; pp 2203-2208.
- Tso, W. W.; Demirhan, C. D.; Powell, J. B.; Pistikopoulos, E. N. Toward Optimal Synthesis of Renewable Ammonia and Methanol Processes (RAMP). 13th International Symposium on Process Systems Engineering (PSE 2018); Elsevier, 2018; pp 1705-1710.
- Pistikopoulos, E. N. Multi-Parametric Optimization in Smart Manufacturing & Process Intensification. 28th European Symposium on Computer-Aided Process Engineering (ESCAPE-28); Elsevier, 2018; p 11.
- Nascu, I.; Pistikopoulos, E. N.; Nascu, I. Hybrid multiparametric model predictive control with application to the neuromuscular blockade. 2018 IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR); 2018; pp 1-6.
- Diangelakis, N. A.; Pappas, I.; Pistikopoulos, E. N. On multiparametric/explicit NMPC for Quadratically Constrained Problems. 6th IFAC Conference on Nonlinear Model Predictive Control; Elsevier, 2018; pp 400-405.
2017- Diangelakis, N. A.; Burnak, B.; Pistikopoulos, E. N. A multi-parametric programming approach for the simultaneous process scheduling and control - Application to a domestic cogeneration unit. Foundations of Computer Aided Process Operations / Chemical Process Control; 2017.
- Avraamidou, S.; Diangelakis, N. A.; Pistikopoulos, E. N. Mixed Integer Bilevel Optimization through Multi-parametric Programming. Foundations of Computer Aided Process Operations / Chemical Process Control; 2017.
- Avraamidou, S.; Pistikopoulos, E. N. A Multiparametric Mixed-integer Bi-level Optimization Strategy for Supply Chain Planning Under Demand Uncertainty. IFAC World Congress; 2017;, IFAC-PapersOnLine 50 Paper 1, pp 10178-10183.
- Sun, M.; Villanueva, M. E.; Pistikopoulos, E. N.; Chachuat, B. Robust Multi-Parametric Control of Continuous-Time Linear Dynamic Systems. IFAC World Congress; 2017;, IFAC-PapersOnLine 50 Paper 1, pp 4660-4665.
- Avraamidou, S.; Pistikopoulos, E. N. A multi-parametric bi-level optimization strategy for hierarchical model predictive control. 27th European Symposium on Computer-Aided Process Engineering (ESCAPE-27); Elsevier, 2017; pp 1591-1596.
- Pistikopoulos, E. N.; Avraamidou, S. Multi-parametric programming based algorithms for the global solution of bi-level mixed-integer linear and quadratic programming problems. 27th European Symposium on Computer-Aided Process Engineering (ESCAPE-27); Elsevier, 2017; pp 2125-2130.
- Diangelakis, N. A.; Pistikopoulos, E. N. Model-based multi-parametric programming strategies towards the integration of design, control and operational optimization. 27th European Symposium on Computer-Aided Process Engineering (ESCAPE-27); Elsevier, 2017; pp 1867-1872.
- Su-Feher, D.; Koirala, Y.; Pistikopoulos, E. N.; Mannan, M. S. The integration of inherently safer design and control. Global Congress on Process Safety 2017 - Topical Conference at the 2017 AIChE Spring Meeting and 13th Global Congress on Process Safety; AIChE, 2017; pp 1451-1464.
2016- Oberdieck, R.; Pistikopoulos, E. N. Parallel computing in multi-parametric programming. 26th European Symposium on Computer Aided Process Engineering; Elsevier, 2016;, Computer Aided Chemical Engineering 38 pp 169-174.
- Nascu, I.; Oberdieck, R.; Pistikopoulos, E. N. A framework for Simultaneous State Estimation and Robust Hybrid Model Predictive Control in Intravenous Anaesthesia. 26th European Symposium on Computer Aided Process Engineering; Elsevier, 2016;, Computer Aided Chemical Engineering 38 pp 1057-1062.
- Papathanasiou, M. M.; Oberdieck, R.; Mantalaris, A.; Pistikopoulos, E. N. Computational tools for the advanced control of periodic processes - Application to a chromatographic separation. 26th European Symposium on Computer Aided Process Engineering; Elsevier, 2016;, Computer Aided Chemical Engineering 38 pp 1665-1670.
- Quiroga Campano, A.; Papathanasiou, M. M.; Pistikopoulos, E. N.; Mantalaris, A. A Predictive Model for Energy Metabolism and ATP Balance in Mammalian Cells: Towards the Energy-Based Optimization of mAb Production. 26th European Symposium on Computer Aided Process Engineering; Elsevier, 2016;, Computer Aided Chemical Engineering 38 pp 1581-1586.
- Papathanasiou, M. M.; Quiroga-Campano, A.; Oberdieck, R.; Mantalaris, A.; Pistikopoulos, E. N. Development of advanced computational tools for the intensification of monoclonal antibody production. 26th European Symposium on Computer Aided Process Engineering; Elsevier, 2016;, Computer Aided Chemical Engineering 38 pp 1659-1664.
- Nascu, I.; Pistikopoulos, E. N. Multiparametric model predictive control and state estimation of the hypnotic component in anesthesia. 2016 IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR); 2016; pp 375-380.
- Papathanasiou, M. M.; Mantalaris, A.; Pistikopoulos, E. N. Advanced control strategies for a periodic, two-column chromatographic process. IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR); 2016; pp 387-392.
- Papathanasiou, M. M.; Sun, M.; Oberdieck, R.; Mantalaris, A.; Pistikopoulos, E. N. A centralized/decentralized control approach for periodic systems with application to chromatographic separation processes. 11th IFAC Symposium on Dynamics and Control of Process Systems, including Biosystems; 2016;, IFAC-PapersOnLine 49 Paper 7, pp 159-164.
- Papathanasiou, M. M.; Oberdieck, R.; Avraamidou, S.; Nascu, I.; Mantalaris, A.; Pistikopoulos, E. N. Development of advanced control strategies for periodic systems: An application to chromatographic separation processes. American Control Conference (ACC); 2016; pp 4175-4180.
- Nascu, I.; Diangelakis, N. A.; Oberdieck, R.; Papathanasiou, M. M.; Pistikopoulos, E. N. Explicit MPC in real-world applications: The PAROC framework. American Control Conference (ACC); 2016; pp 913-918.
- Nascu, I.; Pistikopoulos, E. N. Multiparametric Model Predictive Control Strategies of the Hypnotic Component in Intravenous Anesthesia. IEEE International Conference on Systems, Man, and Cybernetics; 2016.
- Diangelakis, N. A.; Burnak, B.; Pistikopoulos, E. N. Design, scheduling and control: A simultaneous approach by multi-parametric programming. Computing and Systems Technology Division 2016 - Core Programming Area at the 2016 AIChE Annual Meeting; AIChE, 2016; pp 145-147.
- Sun, M.; Villanueva, M. E.; Chachuat, B.; Pistikopoulos, E. N. Strategies towards the robust multi-parametric control of continuous-time systems. Computing and Systems Technology Division 2016 - Core Programming Area at the 2016 AIChE Annual Meeting; AIChE, 2016; pp 355-357.
2015- Diangelakis, N. A.; Pistikopoulos, E. N. A Decentralised Multi-parametric Model Predictive Control Study for a Domestic Heat and Power Cogeneration System. 12th International Symposium on Process Systems Engineering and 25th European Symposium on Computer Aided Process Engineering; Elsevier, 2015;, Computer Aided Chemical Engineering 37 pp 1499-1504.
- Nascu, I.; Oberdieck, R.; Pistikopoulos, E. N. A framework for hybrid multi-parametric model-predictive control with application to intravenous anaesthesia. 12th International Symposium on Process Systems Engineering and 25th European Symposium on Computer Aided Process Engineering; Elsevier, 2015;, Computer Aided Chemical Engineering 37 pp 719-724.
- Papathanasiou, M. M.; Steinebach, F.; Stroehlein, G.; Müller-Späth, T.; Nascu, I.; Oberdieck, R.; Morbidelli, M.; Mantalaris, A.; Pistikopoulos, E. N. A control strategy for periodic systems - application to the twin-column MCSGP. 12th International Symposium on Process Systems Engineering and 25th European Symposium on Computer Aided Process Engineering; Elsevier, 2015;, Computer Aided Chemical Engineering 37 pp 1505-1510.
- Pistikopoulos, E. N.; Diangelakis, N. A.; Manthanwar, A. M. Towards the integration of process design, control and scheduling: Are we getting closer?. 12th International Symposium on Process Systems Engineering and 25th European Symposium on Computer Aided Process Engineering; Elsevier, 2015;, Computer Aided Chemical Engineering 37 pp 41-48.
- Sun, M.; Chachuat, B.; Pistikopoulos, E. N. Design of multiparametric NCO tracking controllers for linear dynamic systems. 12th International Symposium on Process Systems Engineering and 25th European Symposium on Computer Aided Process Engineering; Elsevier, 2015;, Computer Aided Chemical Engineering 37 pp 1511-1516.
- Kostoglou, M.; Fuentes-Garí, M.; García Münzer, D.; Georgiadis, M. C.; Panoskaltsis, N.; Pistikopoulos, E. N.; Mantalaris, A. Mathematical analysis of multistage population balances for cell growth and death. 12th International Symposium on Process Systems Engineering and 25th European Symposium on Computer Aided Process Engineering; Elsevier, 2015;, Computer Aided Chemical Engineering 37 pp 2105-2110.
- Fuentes-Garí, M.; Misener, R.; Pefani, E.; García Münzer, D.; Kostoglou, M.; Georgiadis, M. C.; Panoskaltsis, N.; Pistikopoulos, E. N.; Mantalaris, A. Cell cycle model selection for leukemia and its impact in chemotherapy outcomes. 12th International Symposium on Process Systems Engineering and 25th European Symposium on Computer Aided Process Engineering; Elsevier, 2015;, Computer Aided Chemical Engineering 37 pp 2159-2164.
- Savvopoulos, S.; Misener, R.; Panoskaltsis, N.; Pistikopoulos, E. N.; Mantalaris, A. Global Sensitivity Analysis for a Model of B-Cell Chronic Lymphocytic Leukemia Disease Trajectories. 12th International Symposium on Process Systems Engineering and 25th European Symposium on Computer Aided Process Engineering; Elsevier, 2015;, Computer Aided Chemical Engineering 37 pp 185-190.
- Nascu, I.; Oberdieck, R.; Pistikopoulos, E. N. An explicit Hybrid Model Predictive Control Strategy for Intravenous Anaesthesia. 9th IFAC Symposium on Biological and Medical Systems (BMS); 2015;, IFAC-PapersOnLine 48 pp 58-63.
- Fuentes-Garí, M.; Misener, R.; Georgiadis, M. C.; Kostoglou, M.; Panoskaltsis, N.; Pistikopoulos, E. N.; Mantalaris, A. Chemotherapy Optimization in Leukemia: Selecting the Right Mathematical Models for the Right Biological Processes. 9th IFAC Symposium on Biological and Medical Systems (BMS); 2015;, IFAC-PapersOnLine 48 pp 534-539.
- Nascu, I.; Oberdieck, R.; Pistikopoulos, E. N. Offset-free explicit hybrid model predictive control of intravenous anaesthesia. IEEE International Conference on Systems, Man and Cybernetics (SMC); 2015; pp 2475-2480.
2014- Diangelakis, N. A.; Manthanwar, A. M.; Pistikopoulos, E. N. A framework for design and control optimisation. Application on a CHP system. Proceedings of the 8th International Conference on Foundations of Computer-Aided Process Design; Elsevier, 2014;, Computer Aided Chemical Engineering 34 pp 765-770.
- García Münzer, D. G>.; Kostoglou, M.; Georgiadis, M. C.; Pistikopoulos, E. N.; Mantalaris, A. A Cyclin Distributed Cell Cycle Model in GS-NS0. 24th European Symposium on Computer Aided Process Engineering; 2014;, Computer Aided Chemical Engineering 33 pp 19-24.
- Misener, R.; Chin, J.; Lai, M.; Fuentes-Garí, M.; Velliou, E.; Panoskaltsis, N.; Pistikopoulos, E. N.; Mantalaris, A. Robust superstructure optimisation of a bioreactor that produces red blood cells. 24th European Symposium on Computer Aided Process Engineering; Elsevier, 2014;, Computer Aided Chemical Engineering 33 pp 91-96.
- Nascu, I.; Lambert, R. S. C.; Krieger, A.; Pistikopoulos, E. N. Simultaneous multi-parametric model predictive control and state estimation with application to distillation column and intravenous anaesthesia. 24th European Symposium on Computer Aided Process Engineering; Elsevier, 2014;, Computer Aided Chemical Engineering 33 pp 541-546.
- Silvente, J.; Kopanos, G. M.; Pistikopoulos, E. N.; Espuña, A. Reactive Scheduling for the Coordination of Energy Supply and Demand Management in Microgrids. 24th European Symposium on Computer Aided Process Engineering; Elsevier, 2014;, Computer Aided Chemical Engineering 33 pp 493-498.
- Velliou, E.; Fuentes-Garí, M.; Misener, R.; Pefani, E.; Rende, M.; Panoskaltsis, N.; Mantalaris, A.; Pistikopoulos, E. N. A framework for the design, modeling and optimization of biomedical systems. Proceedings of the 8th International Conference on Foundations of Computer-Aided Process Design; Elsevier, 2014;, Computer Aided Chemical Engineering 34 pp 225-236.
- Xenos, D. P>.; Kopanos, G. M.; Cicciotti, M.; Pistikopoulos, E. N.; Thornhill, N. F. Operational optimization of compressors in parallel considering condition-based maintenance. 24th European Symposium on Computer Aided Process Engineering; Elsevier, 2014;, Computer Aided Chemical Engineering 33 pp 1213-1218.
- Zavitsanou, S.; Mantalaris, A.; Georgiadis, M. C.; Pistikopoulos, E. N. Optimization of insulin dosing in patients with type 1 Diabetes mellitus. 24th European Symposium on Computer Aided Process Engineering; Elsevier, 2014;, Computer Aided Chemical Engineering 33 pp 1459-1464.
- Nascu, I.; Lambert, R. S. C.; Pistikopoulos, E. N. A combined estimation and multi-parametric model predictive control approach for intravenous anaesthesia. IEEE International Conference on Systems, Man and Cybernetics; 2014; pp 2458-2463.
2013- Chang, H.; Pistikopoulos, E. N.; Astolfi, A. Robust multi-parametric model predictive control for discrete-time LPV systems. Proceedings of the American Control Conference; IEEE, 2013.
- Kopanos, G. M.; Georgiadis, M. C.; Pistikopoulos, E. N. Scheduling energy cogeneration units under energy demand uncertainty. 7th IFAC Conference on Manufacturing Modelling, Management, and Control; 2013;, IFAC Proceedings Volumes (IFAC-PapersOnline) pp 1280-1285.
- Lambert, R. S. C.; Nascu, I.; Pistikopoulos, E. N. Simultaneous reduced order multi-parametric moving horizon estimation and model based control. IFAC Proceedings Volumes (IFAC-PapersOnline); 2013; Paper PART 1, pp 45-50.
- Ziogou, C.; Georgiadis, M. C.; Pistikopoulos, E. N.; Voutetakis, S.; Papadopoulou, S. Performance improvement of an NMPC problem by search space reduction and experimental validation to a PEM fuel cell system. European Control Conference; 2013; pp 2555-2560.
- Kopanos, G. M.; Georgiadis, M. C.; Pistikopoulos, E. N. Operational planning in energy networks based on microgeneration. Proceedings of the American Control Conference; 2013; pp 2940-2945.
- Kopanos, G. M.; Pistikopoulos, E. N. Reactive scheduling of micro combined heat and power systems via multiparametric programming. 23rd European Symposium on Computer Aided Process Engineering; Elsevier, 2013;, Computer Aided Chemical Engineering 32 pp 277-282.
2012- Kopanos, G. M.; Georgiadis, M. C.; Pistikopoulos, E. N. Energy planning for a residential network of micro combined heat and power generators. 12th International Conference on Control, Automation and Systems (ICCAS); 2012; pp 1402-1406.
- Krieger, A.; Panoskaltsis, N.; Mantalaris, A.; Georgiadis, M. C.; Pistikopoulos, E. N. Analysis of an individualized physiologically based model for anesthesia control. IFAC Proceedings Volumes (IFAC-PapersOnline); 2012; pp 385-390.
- Pefani, E.; Panoskaltsis, N.; Mantalaris, A.; Georgiadis, M. C.; Pistikopoulos, E. N. Design of optimal disease and patient-specific chemotherapy protocols for the treatment of Acute Myeloid Leukaemia (AML). 11th International Symposium on Process Systems Engineering; Elsevier, 2012;, Computer Aided Chemical Engineering 31 pp 1717-1721.
- Zhou, Z.; Liu, P.; Li, Z.; Pistikopoulos, E. N.; Georgiadis, M. C. Impacts of equipment off-design characteristics on the optimal design and operation of combined cooling, heating and power systems. 11th International Symposium on Process Systems Engineering; Elsevier, 2012;, Computer Aided Chemical Engineering 31 pp 990-994.
- Ziogou, C.; Pistikopoulos, E. N.; Voutetakis, S.; Georgiadis, M. C.; Papadopoulou, S. A Multivariable Nonlinear Model Predictive Control Framework for a PEM Fuel Cell System. 11th International Symposium on Process Systems Engineering; Elsevier, 2012;, Computer Aided Chemical Engineering 31 pp 1617-1621.
- Zondervan, E.; Nikacevic, N.; Khajuria, H.; Pistikopoulos, E. N.; Haan, A. B. de Integrated Operation and Design of a Simulated Moving Bed Reactor. 22nd European Symposium on Computer Aided Process Engineering; Elsevier, 2012;, Computer Aided Chemical Engineering 30 pp 642-646.
- Pefani, E.; Panoskaltsis, N.; Mantalaris, A.; Georgiadis, M. C.; Pistikopoulos, E. N. Modelling and Simulation of Drug Delivery Systems for the Treatment of Acute Myeloid Leukemia. 5th European Conference of the International Federation for Medical and Biological Engineering; Springer Berlin Heidelberg, 2012;, IFMBE Proceedings 37 pp 259-262.
2011- Arce, A.; Panos, C.; Bordons, C.; Pistikopoulos, E. N. Design and experimental validation of an Explicit MPC controller for regulating temperature in PEM fuel cell systems. IFAC Proceedings Volumes (IFAC-PapersOnline); 2011; Paper Part 1.
- Khajuria, H.; Pistikopoulos, E. N. Integrated Design and Control of Pressure Swing Adsorption Systems. Computer Aided Chemical Engineering; 2011; pp 629-632.
- Kiparissides, A.; Pistikopoulos, E. N.; Mantalaris, A. On the model based optimization of secreting mammalian cell cultures via minimal glucose provision. 21st European Symposium on Computer Aided Process Engineering; Elsevier, 2011;, Computer Aided Chemical Engineering 29 pp 1210-1214.
- Kouramas, K.; Panos, C.; Pistikopoulos, E. N. Algorithm for robust explicit/multi-parametric MPC in embedded control systems. IFAC Proceedings Volumes (IFAC-PapersOnline); 2011; pp 1344-1349.
- Kouramas, K.; Varbanov, P. S.; Georgiadis, M. C.; Klemes, J. J.; Pistikopoulos, E. N. Explicit/Multi-Parametric Model Predictive Control of a Solid Oxide Fuel Cell. 21st European Symposium on Computer Aided Process Engineering; Elsevier, 2011;, Computer Aided Chemical Engineering 29 pp 773-777.
- Krieger, A.; Panoskaltsis, N.; Mantalaris, A.; Georgiadis, M. C.; Pistikopoulos, E. N. A Novel Physiologically Based Compartmental Model for Volatile Anaesthesia. 21st European Symposium on Computer Aided Process Engineering; Elsevier, 2011;, Computer Aided Chemical Engineering 29 pp 1495-1499.
- Lambert, R. S. C.; Rivotti, P.; Pistikopoulos, E. N. A novel approximation technique for online and multi-parametric model predictive control. 21st European Symposium on Computer Aided Process Engineering; Elsevier, 2011;, Computer Aided Chemical Engineering 29 pp 739-742.
- Mansoornejad, B.; Pistikopoulos, E. N.; Stuart, P. Scenario-Based Strategic Supply Chain Design and Analysis for the Forest Biorefinery. 21st European Symposium on Computer Aided Process Engineering; Elsevier, 2011;, Computer Aided Chemical Engineering 29 pp 1025-1029.
- Pefani, E.; Panoskaltsis, N.; Mantalaris, A.; Georgiadis, M. C.; Pistikopoulos, E. N. Towards a high-fidelity model for model based optimisation of drug delivery systems in acute myeloid leukemia. 21st European Symposium on Computer Aided Process Engineering; Elsevier, 2011;, Computer Aided Chemical Engineering 29 pp 1505-1509.
- Rivotti, P.; Lambert, R. S. C.; Domínguez, L.; Pistikopoulos, E. N. Combined nonlinear model reduction and multiparametric nonlinear programming for nonlinear model predictive control. 21st European Symposium on Computer Aided Process Engineering; Elsevier, 2011;, Computer Aided Chemical Engineering 29 pp 618-621.
- Voelker, A.; Kouramas, K.; Panos, C.; Pistikopoulos, E. N. Disturbance Estimation via Moving Horizon Estimation for In-flight Model-based Wind Estimation. 21st European Symposium on Computer Aided Process Engineering; Elsevier, 2011;, Computer Aided Chemical Engineering 29 pp 578-581.
- Wittmann-Hohlbein, M.; Pistikopoulos, E. N. A robust optimization based approach to the general solution of mp-MILP problems. 21st European Symposium on Computer Aided Process Engineering; Elsevier, 2011;, Computer Aided Chemical Engineering 29 pp 528-531.
- Yeo, D.; Kiparissides, A.; Pistikopoulos, E. N.; Mantalaris, A. A combined growth kinetics, metabolism and gene expression model for 3D ESC bioprocesses. 21st European Symposium on Computer Aided Process Engineering; Elsevier, 2011;, Computer Aided Chemical Engineering 29 pp 1326-1330.
- Zavitsanou, S.; Panoskaltsi, N.; Mantalaris, A.; Georgiadis, M. C.; Pistikopoulos, E. N. Modelling of the Insulin Delivery System for patients with Type 1 Diabetes Mellitus. 21st European Symposium on Computer Aided Process Engineering; Elsevier, 2011;, Computer Aided Chemical Engineering 29 pp 1500-1504.
- Ziogou, C.; Panos, C.; Kouramas, K. I.; Papadopoulou, S.; Georgiadis, M. C.; Voutetakis, S.; Pistikopoulos, E. N. Multi-Parametric Model Predictive Control of an Automated Integrated Fuel Cell Testing Unit. 21st European Symposium on Computer Aided Process Engineering; Elsevier, 2011;, Computer Aided Chemical Engineering 29 pp 744-747.
2010- Amaro, B.; Immanuel, C. D.; Pistikopoulos, E. N.; Daiß, A.; Hungenberg, K.; Saraiva, P. A. Dynamic process optimisation in free-radical multicomponent polymerisation: Butyl methacrylate and butyl acrylate case study. 20th European Symposium on Computer Aided Process Engineering; Elsevier, 2010;, Computer Aided Chemical Engineering 28 pp 577-582.
- Domínguez, L. F.; Pistikopoulos, E. N. Process synthesis under uncertainty via multi-parametric programming. In Computer Aided Chemical Engineering, 20th European Symposium on Computer Aided Process Engineering; Elsevier, 2010; Paper C, pp 1123-1128.
- Khajuria, H.; Pistikopoulos, E. N. An explicit/multi-parametric controller design for pressure swing adsorption system. IFAC Proceedings Volumes (IFAC-PapersOnline); 2010; pp 206-211.
- Kiparissides, A.; Pistikopoulos, E. N.; Mantalaris, A. Towards energy-based dynamic optimization of monoclonal antibody producing GS-NS0 Cultures. Computer Aided Chemical Engineering; Elsevier, 2010; Paper C, pp 589-594.
- Koutinas, M.; Kiparissides, A.; Lam, M. C.; Silva-Rocha, R.; Lorenzo, V. de; Dos Santos, V. A. M.; Pistikopoulos, E. N.; Mantalaris, A. Combining genetic circuit and microbial growth kinetic models: A challenge for biological modelling. Computer Aided Chemical Engineering; 2010; Paper C, pp 301-306.
- Panos, C.; Kouramas, K.; Pistikopoulos, E. N. Robust explicit/multi-parametric model predictive control for box-constrained linear dynamic systems. IFAC Proceedings Volumes (IFAC-PapersOnline); 2010; pp 212-217.
- Ropponen, A.; Ritala, R.; Pistikopoulos, E. N. Broke management optimization in design of paper production systems. 20th European Symposium on Computer Aided Process Engineering; Elsevier, 2010;, Computer Aided Chemical Engineering 28 Paper C, pp 865-870.
- Strübing, H.; Karamertzanis, P. G.; Pistikopoulos, E. N.; Galindo, A.; Adjiman, C. S. Solvent design for a Menschutkin reaction by using CAMD and DFT calculations. 20th European Symposium on Computer Aided Process Engineering; Elsevier, 2010;, Computer Aided Chemical Engineering 28 Paper C, pp 1291-1296.
- Voelker, A; Kouramas, K. I.; Pistikopoulos, E. N. Unconstrained Moving Horizon Estimation and simultaneous model predictive control by multi-parametric programming. UKACC International Conference on Control; 2010; pp 1154-1159.
- Voelker, A.; Kouramas, K.; Pistikopoulos, E. N. Simultaneous state estimation and model predictive control by multi-parametric programming. 20th European Symposium on Computer Aided Process Engineering; Elsevier, 2010;, Computer Aided Chemical Engineering 28 Paper C, pp 607-612.
- Voelker, A.; Kouramas, K. I.; Pistikopoulos, E. N. Simultaneous constrained Moving Horizon state Estimation and Model Predictive Control by multi-parametric programming. 49th IEEE Conference on Decision and Control (CDC); 2010; pp 5019-5024.
- Voelker, A.; Dördelmann, M.; Kouramas, K. I.; Pistikopoulos, E. N.; Shanmugavel, M.; Tsourdos, A.; White, B. A.; Zbikowski, R. Three-layer aircraft control: Path planning, guidance, model predictive controller as autopilot. 18th IFAC Symposium on Automatic Control in Aerospace; 2010; pp 81-86.
- Dominguez, L. F.; Pistikopoulos, E. N. A novel mp-NLP algorithm for explicit/multi-parametric NMPC. IFAC Proceedings Volumes (IFAC-PapersOnline); 2010; pp 539-544.
2009- Domínguez, L. F.; Pistikopoulos, E. N. Global optimization of integer and mixed-integer Bi-level programming problems via multi-parametric programming. 10th International Symposium on Process Systems Engineering: Part A; Elsevier, 2009;, Computer Aided Chemical Engineering 27 Paper C, pp 177-182.
- Faísca, N. P.; Kouramas, K. I.; Pistikopoulos, E. N. Global Optimisation of mp-MILP Problems. 19th European Symposium on Computer-Aided Process Engineering; Elsevier, 2009;, Computer Aided Chemical Engineering 26 pp 919-924.
- Georgiadis, M. C.; Kikkinides, E. S.; Makridis, S. S.; Kouramas, K.; Pistikopoulos, E. N. Design and Optimization of Advanced Materials and Processes for Efficient Hydrogen storage. 19th European Symposium on Computer Aided Process Engineering; Elsevier, 2009;, Computer Aided Chemical Engineering 26 pp 183-188.
- Pistikopoulos, E. N.; Faísca, N. P.; Kouramas, K. I.; Panos, C. Explicit robust model predictive control. IFAC Proceedings Volumes (IFAC-PapersOnline); 2009; pp 243-248.
2008- Kiparissides, A.; Rodriguez-Fernandez, M.; Kucherenko, S.; Mantalaris, A.; Pistikopoulos, E. N. Application of global sensitivity analysis to biological models. 18th European Symposium on Computer Aided Process Engineering; Elsevier, 2008;, Computer Aided Chemical Engineering 25 pp 689-694.
- Lam, C. M.; Sriyudthsak, K.; Kontoravdi, C.; Kothari, K.; Park, H.-H.; Pistikopoulos, E. N.; Mantalaris, A. Cell cycle modelling for off-line dynamic optimisation of mammalian cultures. 18th European Symposium on Computer Aided Process Engineering; Elsevier, 2008;, Computer Aided Chemical Engineering 25 pp 109-114.
- Narciso, D.; Pistikopoulos, E. N. A combined Balanced Truncation and multi-parametric programming approach for Linear Model Predictive Control. 18th European Symposium on Computer Aided Process Engineering; Elsevier, 2008;, Computer Aided Chemical Engineering 25 pp 405-410.
- Miri, T.; Bakalis, S.; Rustem, B.; Tsoukalas, A.; Pistikopoulos, E. N.; Fryer, P. J. Global and local optimization of food quality in batch thermal processes. 5th International Conference on Simulation and Modelling in the Food and Bio-Industry 2008; 2008; pp 17-19.
- Narciso, D. A. C.; Faisca, N. P.; Pistikopoulos, E. N. A framework for multi-parametric programming and control - An overview. IEEE International Engineering Management Conference, Europe: Managing Engineering, Technology and Innovation for Growth; 2008; p 4617943.
- Faisca, N. P.; Kouramas, K. I.; Pistikopoulos, E. N. A multi-parametric optimization strategy for multilevel hierarchical control problems. IFAC Proceedings Volumes (IFAC-PapersOnline); 2008; pp 6307-6312.
2007- Akinlabi, C. O.; Gerogiorgis, D. I.; Georgiadis, M. C.; Pistikopoulos, E. N. Modelling, design and optimisation of a hybrid PSA-membrane gas separation process. 17th European Symposium on Computer Aided Process Engineering; Elsevier, 2007;, Computer Aided Chemical Engineering 24 pp 363-370.
- Faísca, N. P.; Kouramas, K. I.; Pistikopoulos, E. N. A dynamic programming approach for constrained multi-stage problems via multi-parametric programming. European Control Conference; 2007; pp 1655-1661.
- Liu, P.; Gerogiorgis, D. I.; Pistikopoulos, E. N. Modelling, investment planning and optimisation for the design of a polygeneration energy system. 17th European Symposium on Computer Aided Process Engineering; Elsevier, 2007;, Computer Aided Chemical Engineering 24 pp 1095-1102.
- Pistikopoulos, E. N.; Georgiadis, M. C.; Dua, V. Parametric programming & control: from theory to practice. 17th European Symposium on Computer Aided Process Engineering; Elsevier, 2007;, Computer Aided Chemical Engineering 24 pp 569-574.
- Faisca, N. P.; Kouramas, K. I.; Saraiva, P. M.; Rustem, B.; Pistikopoulos, E. N. Robust dynamic programming via multi-parametric programming. 17th European Symposium on Computer Aided Process Engineering; Elsevier, 2007;, Computer Aided Chemical Engineering 24 pp 811-816.
- Faisca, N. P.; Kouramas, K. I.; Pistikopoulos, E. N. A dynamic programming approach for constrained multi-stage problems via multi-parametric programming. European Control Conference (ECC); 2007; pp 1655-1661.
2006- Asteasuain, M.; Kouramas, K.; Sakizlis, V.; Pistikopoulos, E. N. Explicit parametric controller for a batch polymerization system. 16th European Symposium on Computer Aided Process Engineering; Elsevier, 2006;, Computer Aided Chemical Engineering 21 Paper C, pp 1215-1220.
- Dua, P.; Dua, V.; Pistikopoulos, E. N. Optimal delivery of chemotherapeutic agents in cancer. 16th European Symposium on Computer-Aided Process Engineering and 9th International Symposium on Process Systems Engineering; Elsevier, 2006;, Computer Aided Chemical Engineering 21 Paper C, pp 1643-1648.
- Faísca, N. P.; Dua, V.; Saraiva, P. M.; Rustem, B.; Pistikopoulos, E. N. A global parametric programming optimisation strategy for multilevel problems. 16th European Symposium on Computer-Aided Process Engineering and 9th International Symposium on Process Systems Engineering; Elsevier, 2006;, Computer Aided Chemical Engineering 21 Paper C, pp 215-220.
- Folic, M.; Adjiman, C. S.; Pistikopoulos, E. N. A computer-aided methodology with robust design criteria for selection of solvents for reactions. 16th European Symposium on Computer Aided Process Engineering and 9th International Symposium on Process Systems Engineering; Elsevier, 2006;, Computer Aided Chemical Engineering 21 Paper C, pp 787-792.
- Gerogiorgis, D. I.; Georgiadis, M.; Bowen, G.; Pantelides, C. C.; Pistikopoulos, E. N. Dynamic oil and gas production optimization via explicit reservoir simulation. 16th European Symposium on Computer Aided Process Engineering; Elsevier, 2006;, Computer Aided Chemical Engineering 21 Paper C, pp 179-184.
- Kosmidis, V.; Panga, A.; Sakizlis, V.; Charles, G.; Kenchington, S.; Bozinis, N.; Pistikopoulos, E. N. Output feedback Parametric Controllers for an Active Valve Train Actuation System. 45th IEEE Conference on Decision and Control; 2006; pp 4520-4525.
- Mandler, J. A.; Bozinis, N. A.; Sakizlis, V.; Pistikopoulos, E. N.; Prentice, A. L.; Ratna, H.; Freeman, R. Parametric model predictive control of air separation. IFAC Proceedings Volume; 2006; Paper 2, pp 617-622.
2005- Dua, P.; Dua, V.; Pistikopoulos, E. N. Model based parametric control in anesthesia. 15th European Symposium on Computer-Aided Process Engineering; Elsevier, 2005;, Computer Aided Chemical Engineering 20 Paper C, pp 1015-1020.
- Folic, M.; Adjiman, C. S.; Pistikopoulos, E. N. A computer-aided methodology for optimal solvent design for reactions with experimental verification. 15th European Symposium on Computer-Aided Process Engineering; Elsevier, 2005;, Computer Aided Chemical Engineering 20 Paper C, pp 1651-1656.
- Hugo, A.; Pistikopoulos, E. N. Long-range process planning under uncertainty via parametric programming. 15th European Symposium on Computer Aided Process Engineering; Elsevier, 2005;, Computer Aided Chemical Engineering 20 Paper C, pp 127-132.
- Kontoravdi, C.; Asprey, S. P.; Pistikopoulos, E. N.; Mantalaris, A. Dynamic model of MAb production and glycosylation for the purpose of product quality control. 15th European Symposium on Computer Aided Process Engineering; Elsevier, 2005;, Computer Aided Chemical Engineering 20 Paper C, pp 307-312.
- Manthanwar, A. M.; Sakizlis, V.; Dua, V.; Pistikopoulos, E. N. Robust model-based predictive controller for hybrid system via parametric programming. 15th European Symposium on Computer Aided Process Engineering; Elsevier, 2005;, Computer Aided Chemical Engineering 20 Paper C, pp 1249-1254.
- Manthanwar, A. M.; Sakizlis, V.; Pistikopoulos, E. N. Design of robust parametric MPC for hybrid systems. IFAC Proceedings Volumes (IFAC-PapersOnline); 2005.
- Sakizlis, V.; Perkins, J. D.; Pistikopoulos, E. N. Explicit solutions to optimal control problems for constrained continuous-time linear systems. IEE Proceedings: Control Theory and Applications; 2005; Paper 4.
- Seferlis, P.; Dalaouti, N.; Kenig, E. Y.; Huepen, B.; Patil, P.; Jobson, M.; Klemes, J.; Proios, P.; Georgiadis, M. C.; Pistikopoulos, E. N.; Singare, S.; Bildea, C. S.; Grievink, J.; Verheijen, P. J. T.; Hostrup, M.; Harper, P.; Vlachopoulos, G.; Kerasidis, C.; Katsanevakis, J.; Constantinidis, D.; Stehlik, P.; Fernholz, G. Modelling and optimisation of industrial absorption processes: An EC collaborative research project. 15th European Symposium on Computer Aided Process Engineering; Elsevier, 2005;, Computer Aided Chemical Engineering 20 Paper C, pp 1525-1530.
- Zakovic, S.; Rustem, B.; Pistikopoulos, E. N. An interior point minimax algorithm with applications in engineering. IFAC Proceedings Volumes (IFAC-PapersOnline); 2005; pp 83-88.
2004- Dua, P.; Sakizlis, V.; Kershenbaum, L. S.; Pistikopoulos, E. N. Model based parametric controller for the operation of an experimental reactor. 14th European Symposium on Computer-Aided Process Engineering; Elsevier, 2004;, Computer Aided Chemical Engineering 18 Paper C, pp 637-642.
- Folic, M.; Adjiman, C. S.; Pistikopoulos, E. N. The design of solvents for optimal reaction rates. Computer Aided Chemical Engineering; Elsevier, 2004; Paper C, pp 175-180.
- Georgiadis, M. C.; Pistikopoulos, E. N.; Levis, A. A.; Papageorgiou, L. G.; Sequeira, S. E.; Espufia, A.; Puigjaner, L.; Jernstr"om, P.; Westerlund, T.; Tsiakis, P.; Pantelides, C. C.; Magou, I.; Efremidis, G.; Hostrup, M.; Sanidiotis, Y.; Lorenz, F.; Isaksson, J.; Finnstrom, T. Virtual plant-wide management and optimisation of responsive manufacturing networks (VIP-NET): An EC collaborative research project. 14th European Symposium on Computer Aided Process Engineering; Elsevier, 2004;, Computer Aided Chemical Engineering 18 Paper C, pp 913-918.
- Thomaidis, T. V.; Pistikopoulos, E. N. Criticality analysis of process systems. Annual Symposium on Reliability and Maintainability; 2004; pp 451-458.
2003- Bernardo, F. P.; Saraiva, P. M.; Pistikopoulos, E. N. Process design under uncertainty: Robustness criteria and value of information. Dynamic Model Development; Asprey, S. P, Macchietto, S, Eds.; Elsevier, 2003;, Computer Aided Chemical Engineering 16 pp 175-208.
- Chatzidoukas, C.; Kiparissides, C.; Perkins, J. D.; Pistikopoulos, E. N. Optimal grade transition campaign scheduling in a gas-phase polyolefin FBR using mixed integer dynamic optimization. 8th European Symposium on Computer Aided Process Engineering; Elsevier, 2003;, Computer Aided Chemical Engineering 15 Paper C, pp 744-747.
- Hugo, A.; Ciumei, C.; Buxton, A.; Pistikopoulos, E. N. Environmental impact minimisation through material substitution: A multi-objective optimisation approach. 13th European Symposium on Computer Aided Process Engineering; Elsevier, 2003;, Computer Aided Chemical Engineering 14 Paper C, pp 683-688.
- Hugo, A.; Pistikopoulos, E. N. Environmentally conscious planning and design of supply chain networks. 8th International Symposium on Process Systems Engineering; Elsevier, 2003;, Computer Aided Chemical Engineering 15 Paper C, pp 214-219.
- Proios, P.; Pistikopoulos, E. N. Generalized modular framework for the representation of Petlyuk distillation columns. 13th European Symposium on Computer Aided Process Engineering; Elsevier, 2003;, Computer Aided Chemical Engineering 14 Paper C, pp 263-268.
- Sakizlis, V.; Perkins, J. D.; Pistikopoulos, E. N. Parametric controllers in simultaneous process and control design. 8th International Symposium on Process Systems Engineering; Elsevier, 2003;, Computer Aided Chemical Engineering 15 Paper C, pp 1020-1025.
2002- Buxton, A.; Hugo, A.; Livingston, A. G.; Pistikopoulos, E. N. Chapter 14: Case study in identification of multistep reaction stoichiometries. Computer aided molecular design theory and practice; Elsevier, 2002;, Computer Aided Chemical Engineering pp 319-327.
- Buxton, A.; Hugo, A.; Livingston, A. G.; Pistikopoulos, E. N. Chapter 7: Identification of multistep reaction stoichiometries: CAMD problem formulation. Computer aided molecular design theory and practice; Elsevier, 2002;, Computer Aided Chemical Engineering pp 167-209.
- Kosmidis, V. D.; Perkins, J. D.; Pistikopoulos, E. N. A mixed integer optimization strategy for integrated Gas/Oil production. Computer Aided Chemical Engineering; Elsevier, 2002; Paper C, pp 697-702.
- Sakizlis, V.; Kakalis, N. M. P.; Dua, V.; Perkins, J. D.; Pistikopoulos, E. N. Robust model-based controllers via parametric programming. 12th European Symposium on Computer Aided Process Engineering; Elsevier, 2002;, Computer Aided Chemical Engineering 10 Paper C, pp 541-546.
- Sakizlis, V.; Dua, V.; Perkins, J. D.; Pistikopoulos, E. N. The explicit control law for hybrid systems via parametric programming. Proceedings of the American Control Conference; 2002; pp 674-679.
- Sakizlis, V.; Perkins, J. D.; Pistikopoulos, E. N. Multiparametric dynamic optimization of linear quadratic optimal control problems: Theory and applications. Recent Developments in Optimization and Optimal Control in Chemical Engineering; 2002; pp 195-215.
- Schenk, M.; Sakizlis, V.; Perkins, J. D.; Pistikopoulos, E. N. Optimization-based methodologies for integrating design and control in cryogenic plants. 12th European Symposium on Computer Aided Process Engineering; Elsevier, 2002;, Computer Aided Chemical Engineering 10 Paper C, pp 331-336.
2001- Bansal, V.; Perkins, J. D.; Pistikopoulos, E. N. A unified framework for the flexibility analysis and design of non-linear systems via parametric programming. 11th European Symposium on Computer Aided Process Engineering; 2001;, Computer Aided Chemical Engineering 9 Paper C, pp 961-966.
- Dua, V.; Bozinis, N. A.; Pistikopoulos, E. N. A new multiparametric mixed-integer quadratic programming algorithm. 11th European Symposium on Computer Aided Process Engineering; Elsevier, 2001;, Computer Aided Chemical Engineering 9 Paper C, pp 979-984.
- Georgiadis, M. C.; Schenk, M.; Gani, R.; Pistikopoulos, E. N. The interactions of design, control and operability in reactive distillation systems. 11th European Symposium on Computer Aided Process Engineering; Elsevier, 2001;, Computer Aided Chemical Engineering 9 Paper C, pp 997-1002.
- Sakizlis, V.; Bansal, V.; Ross, R.; Perkins, J. D.; Pistikopoulos, E. N. An adjoint-based algorithm for mixed-integer dynamic optimization. 11th European Symposium on Computer Aided Process Engineering; Elsevier, 2001;, Computer Aided Chemical Engineering 9 Paper C, pp 273-278.
2000- Bemporad, A.; Bozinis, N. A.; Dua, V.; Morari, M.; Pistikopoulos, E. N. Model predictive control: A multi-parametric programming approach. 10th European Symposium on Computer Aided Process Engineering; 2000;, Computer Aided Chemical Engineering 8 Paper C, pp 301-306.
- Bemporad, A.; Morari, M.; Dua, V.; Pistikopoulos, E. N. Explicit solution of model predictive control via multiparametric quadratic programming. Proceedings of the American Control Conference; 2000.
- Vassiliadis, C. G.; Arvela, J.; Pistikopoulos, E. N.; Papageorgiou, L. G. Planning and maintenance optimization for multipurpose plants. 10th European Symposium on Computer Aided Process Engineering; Elsevier, 2000;, Computer Aided Chemical Engineering 8 Paper C, pp 1105-1110.
- Vassiliadis, C. G.; Vassiliadou, M. G.; Papageorgiou, L. G.; Pistikopoulos, E. N. Simultaneous maintenance considerations and production planning in multi-purpose plants. Reliability and Maintainability Symposium, 2000. Proceedings. Annual; 2000; pp 228-233.
1999- Vassiliadis, C. G.; Pistikopoulos, E. N. Chemical-process design and maintenance optimization under uncertainty: a simultaneous approach. Proceedings of the Annual Reliability and Maintainability Symposium; 1999; pp 78-83.
1998- Bansal, V.; Ross, R.; Perkins, J. D.; Pistikopoulos, E. N. Optimal design and control of double-effect distillation systems. IEE Conference Publication; 1998; Paper 455.
- Vassiliadis, C. G.; Pistikopoulos, E. N. On the interactions of chemical-process design under uncertainty and maintenance-optimisation. Proceedings of the Annual Reliability and Maintainability Symposium; 1998; pp 302-307.
- Pistikopoulos, E. N.; Vassiliadis, C. G. Reliability and Maintenance Considerations in Process Operations under Uncertainty. Third International Conference on Foundations of Computer-Aided Process Operations; Pekny, J. F., Blau, G. E., Eds.; American Institute of Chemical Engineers, 1998;, AIChE Symposium Series pp 158-163.
- Pistikopoulos, E. N.; Dua, V. Planning Under Uncertainty: A Parametric Optimization Approach. Third International Conference on Foundations of Computer-Aided Process Operations; Pekny, J. F., Blau, G. E., Eds.; American Institute of Chemical Engineers, 1998;, AIChE Symposium Series pp 164-170.
1996- Mohideen, M. J.; Perkins, J. D.; Pistikopoulos, E. N. Framework for process design and control. UKACC International Conference on Control; UKACC, 1996;, IEE Conference Publication Paper 427 /2, pp 918-923.
1995- Thomaidis, T. V.; Pistikopoulos, E. N. Flexibility, Reliability and Maintenance in Process Design. Fourth International Conference on Foundations of Computer-Aided Process Design; Biegler, L. T., Doherty, M. F., Eds.; American Institute of Chemical Engineers, 1995;, AIChE Symposium Series pp 260-264.
1991- Pistikopoulos, E. N.; Mazzuchi, T. A.; Maranas, C. D.; Thomaidis, T. V. Simultaneous Assessment of Flexibility, Reliability and Availability for In-Line Blending Systems: A Unified Framework for Analysis and Retrofit Design. Proceedings of 4th International Symposium on Process Systems Engineering; 1991; pp 1.4.1-1.4.16.
1990- Pistikopoulos, E. N.; Mazzuchi, T. A. Flexibility and Reliability of Processing Systems. 11th Symposium on Advances in Reliability Technology; 1990; pp 284-297.
Patents
- EP1399784 – Improved Process Control, 2004
- US7433743 – Process Control Using Co-ordinate Space, 2008
- WO2020227550-A1 – Refueling Metal Hydride Storage System, 2020
- 2238-07402 – Quantitative Forecasting Frameworks for Energy-Smarter Designed Taxes, 2021
- US20220178499A1 – Smart Hydrogen Storage Protocol, 2022
- 63/434969 – Hydrogen Energy Storage via Plasma-Based Technology, 2023
Doctoral Theses
- Di Martino, M. Advances in Food-Energy-Water Nexus Systems Modeling and Optimization. Ph.D. Thesis, Texas A&M University, College Station, TX, United States, 2024.
- Ali, M. Toward Feasibility and Sustainability of Oxidative Coupling of Methane (OCM): A Challenge and Opportunity for Process Intensification and Process Safety Management. Ph.D. Thesis, Texas A&M University, College Station, TX, United States, 2024.
- Pappas, I. Multiparametric Optimization Strategies for Process Operations under Uncertainty. Ph.D. Thesis, Texas A&M University, College Station, TX, United States, 2022.
- Su-Feher, D. The Integration of Design, Control, and Inherent Safety. Ph.D. Thesis, Texas A&M University, College Station, TX, United States, 2022.
- Allen, C. R. Solution Strategies for Developing Large-Scale Energy Systems. Ph.D. Thesis, Texas A&M University, College Station, TX, United States, 2022.
- Niknezhad, S. Natural Gas to Hydrogen via a Process Intensified Plasma-based Reformer. Ph.D. Thesis, Texas A&M University, College Station, TX, United States, 2022.
- Tian, Y. Synthesis and Operability Strategies for Computer-Aided Process Intensification. Ph.D. Thesis, Texas A&M University, College Station, TX, United States, 2021.
- Gordon, C. A. K. Data-Driven Maintenance Planning, Scheduling, and Control. Ph.D. Thesis, Texas A&M University, College Station, TX, United States, 2021.
- Baratsas, S. A Novel Forecasting Framework for Energy and a Systems Engineering Methodology towards Circular Economy. Ph.D. Thesis, Texas A&M University, College Station, TX, United States, 2021.
- Burnak, B. Integration of Process Design, Scheduling, and Control via Model-Based Multiparametric Programming. Ph.D. Thesis, Texas A&M University, College Station, TX, United States, 2020.
- Demirhan, C. D. Multi-Scale Optimization-Based Energy Strategies for Modeling, Design, and Operation of Process Systems. Ph.D. Thesis, Texas A&M University, College Station, TX, United States, 2020.
- Goel, P. Decision Support System For Improved Operations, Maintenance, and Safety: A Data-driven Approach. Ph.D. Thesis, Texas A&M University, College Station, TX, United States, 2020.
- Tso, W. W. Advances in the Optimization of Energy Systems and Machine Learning Hyperparameters. Ph.D. Thesis, Texas A&M University, College Station, TX, United States, 2020.
- Beykal, B. Advances in Data-Driven Modeling and Global Optimization of Grey-Box Computational Systems. Ph.D. Thesis, Texas A&M University, College Station, TX, United States, 2020.
- Katz, J. Advancing Multiparametric Programming for Model Predictive Control. Ph.D. Thesis, Texas A&M University, College Station, TX, United States, 2020.
- Ogumerem, G. S. Application of Parametric Optimization and Control in The Smart Manufacturing of Hydrogen Systems. Ph.D. Thesis, Texas A&M University, College Station, TX, United States, 2019.
- Onel, M. Advances in Big Data Analytics for Modeling, Optimization And Control: Applications in Process Systems Engineering. Ph.D. Thesis, Texas A&M University, College Station, TX, United States, 2019.
- Avraamidou, S. Mixed-Integer Multi-Level Optimization through Multi-Parametric Programming. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2018.
- Oberdieck, R. Theoretical and algorithmic advances in multi-parametric optimization and control. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2017.
- Diangelakis, N. A. Model-based multi-parametric programming strategies towards the integration of design, control and operational optimization. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2017.
- Papathanasiou, N. A. Towards Continuous Biomanufacturing A Computational Approach for the Intensification of Monoclonal Antibody Production. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2017.
- Marakgos, N. New Thermoplastic Composite Preforms for Wavy Structural Products. Ph.D. Thesis, Imperial College Station, London, United Kingdom, 2017.
- Sun, N. A. Design of Multi-parametric NCO-Tracking Controllers for Linear Continuous-time Systems. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2017.
- Nascu, I. Advanced multiparametric optimization and control studies for anaesthesia. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2016.
- Tsipa, A. Connecting Transcriptional Regulation and Microbial Growth Kinetics in Cultures of Pseudomonas putida. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2016.
- Manthanwar, N. A. Multiscale Design, Robust Optimisation and Control of Fuel Cell Energy Systems. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2016.
- Fuentes-Garí, M. A Mathematical Model of Cell Cycle Heterogeneity for Personalizing Leukemia Chemotherapy. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2015.
- Rivotti, P. Multi-parametric programming and explicit model predictive control of hybrid systems. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2014.
- Marzinek, J. K. Molecular Dynamics Modelling of Skin and Hair Proteins. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2014.
- Garcia Munzer, D. G. Cell cycle heterogeneity study by an integrated modelling and experimental approach. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2014.
- Zavitsanou, S. Modelling, Optimization and Model Predictive Control of Insulin Delivery Systems in Type 1 Diabetes Melitus. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2014.
- Wittmann-Hohlbein, M. Advances in Multi-Parametric Mixed-Integer Programming and its Applications. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2013.
- Krieger, A. Modelling, Optimisation and Explicit Model Predictive Control of Anaesthesia Drug Delivery Systems. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2013.
- Pefani, E. Modelling and Optimisation Based Drug Delivery systems for the treatment of Acute Myeloid Leukemia. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2013.
- Lambert, R. S. C. Approximation Methodologies for Explicit Model Predictive Control of Complex Systems. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2013.
- Panos, C. Modelling, Optimization and Control of Energy Systems. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2012.
- Kyparissidis, A. D. Development of a combined mathematical and experimental framework for the control and optimisation of mammalian cell culture systems. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2012.
- Domínguez Palomeque, L. F. Advances in Multiparametric Nonlinear Programming and Explicit Model Predictive Control. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2011.
- Voelker, A. Explicit/multi-parametric Moving Horizon Estimation and Model Predictive Control and their Application to Small Unmanned Aerial Vehicles. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2011.
- Khajuria, H. Model-Based Design Operation and Control of Pressure Swing Adsorption Systems. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2011.
- Liu, P. Modelling and Optimization of Polygeneration Energy Systems. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2010.
- Lam, M. C. In Silico Dynamic Optimization Studies For Batch/Fed-Batch Mammalian Cell Suspension Cultures Producing Biopharmaceuticals. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2009.
- Narciso, D. Developments in Non Linear Multiparametric Programming and Control. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2009.
- Faísca, N. P. Multi-parametric programming: novel theory and algorithmic developments. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2008.
- Folic, M. A Computer-Aided Methodology for Optimal Solvent Design for Reactions. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2007.
- Kontoravdi, C. An Integrated Modelling/Experimental Framework for Protein-Producing Cell Cultures. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2006.
- Dua, P. Model Based and Parametric Control for Drug Delivery Systems. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2005.
- Hugo, A. Environmentally Conscious Process Selection, Design and Optimization. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2005.
- Proios, P. Generalized Modular Framework For Distillation Column Synthesis. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2004.
- Chatzidoukas, C. Control and Dynamic Optimisation of Polymerization Reaction Processes. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2004.
- Kosmidis, V. D. Integrated Oil and Gas Production Optimization. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2003.
- Sakizlis, V. Design of Model Based Controllers via Parametric Programming. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2003.
- Ryu, J. Operations of Enterprise-wide Process Networks under Uncertainty. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2003.
- Buxton, A. Solvent Blend and Reaction Route Design For Environmental Impact Minimization. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2002.
- Vassiliadis, C. G. Integration of Maintenance Optimization in Process Design and Operation under Uncertainty. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2000.
- Bansal, V. Analysis, Design and Control Optimization of Process Systems under Uncertainty. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2000.
- Dua, V. Parametric Programming Techniques for Process Engineering Problems under Uncertainty. Ph.D. Thesis, Imperial College London, London, United Kingdom, 2000.
- Schenk, M. A. Design of Operable Reactive Distillation Columns. Ph.D. Thesis, Imperial College London, London, United Kingdom, 1999.
- Bozinis, N. A. Optimal Design and Operation of Multi-Purpose Anaerobic Co-Digestion Wastewater Treatment Plants under Seasonal Variation. Ph.D. Thesis, Imperial College London, London, United Kingdom, 1998.
- Rahim Ismail, S. A Generalised Modular Framework for the Synthesis of Nonideal Separation and Reactive Separation Processes. Ph.D. Thesis, Imperial College London, London, United Kingdom, 1998.
- Pavasant, P. Modelling of the Extractive Membrane Bioreactor Process. Ph.D. Thesis, Imperial College London, London, United Kingdom, 1997.
- Acevedo Mascarua, J. Parametric and Stochastic Programming Algorithms for Process Synthesis under Uncertainty. Ph.D. Thesis, Imperial College London, London, United Kingdom, 1996.
- Stefanis, S. K. A Process Systems Methodology for Environmental Impact Minimization. Ph.D. Thesis, Imperial College London, London, United Kingdom, 1996.
- Mohideen, M. J. Optimal Design of Dynamic Systems under Uncertainty. Ph.D. Thesis, Imperial College London, London, United Kingdom, 1996.
- Ierapetritou, M. G. Optimization Approaches for Process Engineering Problems Under Uncertainty. Ph.D. Thesis, Imperial College London, London, United Kingdom, 1995.
- Papalexandri, K. Flexibility and Controllability in the Synthesis of Mass/Heat Integrated Process Systems. Ph.D. Thesis, Imperial College London, London, United Kingdom, 1995.
- Thomaidis, T. V. Incorporation of Flexibility, Reliability, Availability, Maintenance and Safety in Process Operations and Design. Ph.D. Thesis, Imperial College London, London, United Kingdom, 1995.
Master's Theses
- Papathanasiou, M. M. Deriving a Mathematical Model to Describe the Immune Response to the TGN1412 Monoclonal Antibody. Master's Thesis, Imperial College London, London, United Kingdom, 2012.
- Diangelakis, N. A. Modelling and Optimisation of a Combined Heat and Power System. Master's Thesis, Imperial College London, London, United Kingdom, 2012.
- Villanueva, M. E. Understanding the Function of the Immune System of the Human Body with the Development of a Mathematical Model. Master's Thesis, Imperial College London, London, United Kingdom, 2011.
- Zhou, R. Dynamic Modelling and Optimisation of Long-Term HIV Chemotherapy. Master's Thesis, Imperial College London, London, United Kingdom, 2011.
- Pereira, H. S. Investigating the Dynamic Properties of the TOL Plasmid Genetic Circuit During m-xylene Biodegradation. Master's Thesis, Imperial College London, London, United Kingdom, 2011.
- Loong, A. M. Y. Modelling and Control of μCHP System. Master's Thesis, Imperial College London, London, United Kingdom, 2011.
- Schalk, M. Modelling and Optimisation of a Tunnel Kiln Process. Master's Thesis, Imperial College London, London, United Kingdom, 2010.
- Papadopoulos, P. Understanding the Function of the Immune System with the Human Body with the Development of a Mathematical Model. Master's Thesis, Imperial College London, London, United Kingdom, 2010.
- Alia, J. C. Modelling of the Apoptotic Pathway in Mammalian Cell Culture Systems. Master's Thesis, Imperial College London, London, United Kingdom, 2010.
- Fu, J. Modelling, Optimization, and Control of a Plate Heat Exchanger. Master's Thesis, Imperial College London, London, United Kingdom, 2009.
- Rwebangila, S. Modelling and Optimisation of Alternative Fuels and Chemicals Production and Distribution Systems. Master's Thesis, Imperial College London, London, United Kingdom, 2009.
- Assanbayeva, M. Modelling, Design and Control Optimisation of Hydrogen Storage Systems. Master's Thesis, Imperial College London, London, United Kingdom, 2009.
- Giannopoulos, A. Energy Systems Optimization of a Shopping Mall. Master's Thesis, Imperial College London, London, United Kingdom, 2008.
- Ropars, M. Dynamic Modeling, Optimisation and Multiparametric Control of a Proton Exchange Membrane Fuel Cell. Master's Thesis, Imperial College London, London, United Kingdom, 2008.
- Martinez, J. Modelling and Control of Wind Turbines. Master's Thesis, Imperial College London, London, United Kingdom, 2008.
- Papakosta, M. Dynamic Optimisation and Multiparametric Model Predictive Control (mp-MPC) of Hydrogen Desorption in Metal Hydride Bed. Master's Thesis, Imperial College London, London, United Kingdom, 2008.
- Lin, Z. Parametric Control of Metal Hydride-bed Hydrogen Storage. Master's Thesis, Imperial College London, London, United Kingdom, 2007.
- Cayley, B. T. Numerical Identifiability. Master's Thesis, Imperial College London, London, United Kingdom, 2005.
- Panos, C. Integrated Biological Treatment of Olive Oil Mill Effluents. Master's Thesis, Imperial College London, London, United Kingdom, 2005.
- Papageorgiou, A. Model-Based Control for Cancer Chemotherapy. Master's Thesis, Imperial College London, London, United Kingdom, 2004.
- Salaka, C. Integrated Biological Treatment of Olive Mill Effluents. Master's Thesis, Imperial College London, London, United Kingdom, 2004.
- Chrysafi, S. Model-Based and Parametric Control for Anesthesia. Master's Thesis, Imperial College London, London, United Kingdom, 2004.
- Masllorens, N. F. Generalised Modular Framework for the Synthesis of Heat Integrated Distillation Sequences. Master's Thesis, Imperial College London, London, United Kingdom, 2002.
- Panjwani, P. Interactions of Process Design, Process Control & Process Operability for Reactive Distillation Systems. Master's Thesis, Imperial College London, London, United Kingdom, 2001.
- Kakalis, N. M. P. Robust Model Predictive Control via Parametric Programming. Master's Thesis, Imperial College London, London, United Kingdom, 2001.
- Giovanoglou, A. V. Solvent Substitution on a Batch Process. Master's Thesis, Imperial College London, London, United Kingdom, 2001.
- Tsilikis, D. Planning Production and Maintenance Optimisation under Uncertainty. Master's Thesis, Imperial College London, London, United Kingdom, 2001.
- Kosmidis, V. D. Multiparametric Analayis of Mixed Integer Linear Programming Problems. Master's Thesis, Imperial College London, London, United Kingdom, 1999.
- Kosmidis, V. D. Multiparametric Analayis of Mixed Integer Linear Programming Problems. Master's Thesis, Imperial College London, London, United Kingdom, 1999.
- Proios, P. Generalised Modular Representation of the Petlyuk / Dividing Wall Column. Master's Thesis, Imperial College London, London, United Kingdom, 1999.
- Kosmidis, V. D. Multiparametric Analayis of Mixed Integer Linear Programming Problems. Master's Thesis, Imperial College London, London, United Kingdom, 1999.
- Hené, T. S. A Hybrid Parametric / Stochastic Programming Approach for Mixed-Integer Nonlinear Optimization Problems under Uncertainty. Master's Thesis, Imperial College London, London, United Kingdom, 1998.
- Jayasinghe, H. J. M. Strategies in Environmental Risk Assessment. Master's Thesis, Imperial College London, London, United Kingdom, 1998.
- Ciaputra, T. A Antraquinone Production: Formulation of a Design Project Focusing on Batch Processes. Master's Thesis, Imperial College London, London, United Kingdom, 1998.
- Orfanidis, D. Generalised Modular Representation Framework for Process Synthesis - Reactive Distillation Systems. Master's Thesis, Imperial College London, London, United Kingdom, 1997.
- Karri, S. To Define, Formulate and Assess the Feasibility of a 4th Year Design Exercise Focusing on Batch / Semi-Continuous Process for the Production of Pharmaceuticals. Master's Thesis, Imperial College London, London, United Kingdom, 1996.
- Sanusi, H. O. Methanol, MTBE & Acetic Acid Production: Formulation of Design Projects. Master's Thesis, Imperial College London, London, United Kingdom, 1996.
- Georgiadis, M. C. An Integrated Design Framework for Robust and Flexible Process Systems. Master's Thesis, Imperial College London, London, United Kingdom, 1995.
- Zakaria, F. A. A. Design of Robust Processes: A Unified Approach to Quality Control and Flexibility Analysis. Master's Thesis, Imperial College London, London, United Kingdom, 1994.
- Stefanis, S. K. A Process Systems Approach for Waste Minimization. Master's Thesis, Imperial College London, London, United Kingdom, 1993.
- Pavasant, P. Quantitative Measurement of the Environmental Impact of Industrial Processes. Master's Thesis, Imperial College London, London, United Kingdom, 1993.
- Dimitriadis, V. D. An Integrated Framework for the Design of Flexible In-Line Bleding Systems. Master's Thesis, Imperial College London, London, United Kingdom, 1993.
- Lazaridis, N. A. Flexibility Analysis of In-Line Bleding Systems. Master's Thesis, Imperial College London, London, United Kingdom, 1992.
- Kanellopoulos, P. V. A Multiperiod Approach for the Design of Flexible In-Line Bleding Systems. Master's Thesis, Imperial College London, London, United Kingdom, 1992.
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