Publications
461 results found
Chatzidoukas C, Pistikopoulos S, Kiparissides C, 2009, A Hierarchical Optimization Approach to Optimal Production Scheduling in an Industrial Continuous Olefin Polymerization Reactor, MACROMOLECULAR REACTION ENGINEERING, Vol: 3, Pages: 36-46, ISSN: 1862-832X
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- Citations: 27
Pistikopoulos EN, Faísca NP, Kouramas KI, et al., 2009, Explicit robust model predictive control, IFAC Proceedings Volumes (IFAC-PapersOnline), Vol: 7, Pages: 243-248, ISSN: 1474-6670
Explicit robust multi-parametric feedback control laws are designed for constrained dynamic systems involving uncertainty in the left-hand side(LHS) of the underlying MPC optimization model. Our proposed procedure features: (i) a robust reformulation/optimization step, (ii) a dynamic programming framework for the model predictive control (MPC) problem formulation, and (iii) a multi-parametric programming solution step.
Parpas P, Rustem B, Pistikopoulos EN, 2009, Global optimization of robust chance constrained problems, Journal of Global Optimization, Vol: 43, Pages: 231-247
Liu P, Pistikopoulos EN, Li Z, 2009, An Energy Systems Engineering Approach to Polygeneration and Hydrogen Infrastructure Systems Analysis & Design, 12th Conference on Process Integration, Modelling and Optimisation for Energy Saving and Pollution Reduction, Publisher: AIDIC SERVIZI SRL, Pages: 373-+, ISSN: 1974-9791
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- Citations: 8
Faisca NP, Kouramas KI, Pistikopoulos EN, 2009, Global Optimisation of mp-MILP Problems, 19th European Symposium on Computer Aided Process Engineering, Publisher: ELSEVIER SCIENCE BV, Pages: 919-924, ISSN: 1570-7946
Pistikopoulos EN, Kouramas KI, Faisca NP, 2009, Robust Multi-Parametric Model-Based Control, 19th European Symposium on Computer Aided Process Engineering, Publisher: ELSEVIER SCIENCE BV, Pages: 297-302, ISSN: 1570-7946
Dominguez LF, Pistikopoulos EN, 2009, Global Optimization of Integer and Mixed-Integer Bi-Level Programming Problems via Multi-Parametric Programming, 10th International Symposium on Process Systems Engineering, Publisher: ELSEVIER SCIENCE BV, Pages: 177-182, ISSN: 1570-7946
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- Citations: 3
Georgiadis MC, Kikkinides ES, Makridis SS, et al., 2009, Design and Optimization of Advanced Materials and Processes for Efficient Hydrogen storage, 19th European Symposium on Computer Aided Process Engineering, Publisher: ELSEVIER SCIENCE BV, Pages: 183-188, ISSN: 1570-7946
Dua V, Kouramas K, Pistikopoulos S, 2009, Global Optimization Issues in Parametric Programming and Control, Workshop on Global Optimization - Methods and Applications, Publisher: AMER MATHEMATICAL SOC, Pages: 71-103
Faisca N, Kouramas K, Pistikopoulos EN, 2008, A multi-parametric optimization strategy for multilevel hierarchical control problems, IFAC Proceedings Volumes (IFAC-PapersOnline), Vol: 17, ISSN: 1474-6670
In this work the three-level hierarchical control problem and the decentralised control problem are investigated and a general optimisation strategy is developed for solving these problems based on recent developments on multi-parametric programming. The main idea is to recast each optimisation subproblem in the multilevel hierarchy as a multi-parametric programming problem and then transform the multilevel problem into a single-level optimisation problem. This allows for the control policies (decisions) at each level of the multilevel optimisation problem to be obtained as explicit functions of the state of the dynamic systems involved in each level and the control policies of the higher levels. A three person dynamic optimisation problem is presented to illustrate the mathematical developments. Copyright © 2007 International Federation of Automatic Control All Rights Reserved.
Li Z, Gao D, Chang L, et al., 2008, Hydrogen infrastructure design and optimization: A case study of China, INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, Vol: 33, Pages: 5275-5286, ISSN: 0360-3199
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- Citations: 67
Kontoravdi C, Asprey SP, Pistikopoulos EN, et al., 2008, Application of global sensitivity analysis to determine goals for design of experiments: An example study on antibody-producing cell cultures, BIOTECHNOLOGY PROGRESS, Vol: 21, Pages: 1128-1135, ISSN: 8756-7938
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- Citations: 57
Folic M, Adjiman CS, Pistikopoulos EN, 2008, Computer-aided solvent design for reactions: Maximizing product formation, INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, Vol: 47, Pages: 5190-5202, ISSN: 0888-5885
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- Citations: 43
Miri T, Tsoukalas A, Bakalis S, et al., 2008, Global optimization of process conditions in batch thermal sterilization of food, JOURNAL OF FOOD ENGINEERING, Vol: 87, Pages: 485-494, ISSN: 0260-8774
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- Citations: 26
Dua V, Perkins JD, Pistikopoulos EN, 2008, Real Time Optimization, Vol: 2, Pages: 577-590
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- Citations: 1
Proios P, Georgiadis MC, Pistikopoulos EN, 2008, Synthesis of Separation Processes, Vol: 1, Pages: 269-296
Lam CM, Sriyudthsak K, Kontoravdi C, et al., 2008, Cell cycle modelling for off-line dynamic optimisation of mammalian cultures, 18th European Symposium on Computer Aided Process Engineering, Publisher: ELSEVIER, Pages: 109-114
Dua P, Kouramas K, Dua V, et al., 2008, MPC on a chip - Recent advances on the application of multi-parametric model-based control, COMPUTERS & CHEMICAL ENGINEERING, Vol: 32, Pages: 754-765, ISSN: 0098-1354
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- Citations: 37
Faisca NP, Kouramas KI, Saraiva PM, et al., 2008, A multi-parametric programming approach for constrained dynamic programming problems, OPTIMIZATION LETTERS, Vol: 2, Pages: 267-280, ISSN: 1862-4472
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- Citations: 20
Faisca NP, Kouramas KI, Saraiva PM, et al., 2008, A multi-parametric programming approach for constraineddynamic programming problems, Optimization Letters, Vol: 2, Pages: 267-280
Dua P, Dua V, Pistikopoulos EN, 2008, Optimal delivery of chemotherapeutic agents in cancer, COMPUTERS & CHEMICAL ENGINEERING, Vol: 32, Pages: 99-107, ISSN: 0098-1354
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- Citations: 62
Narciso DAC, Faisca NP, Pistikopoulos EN, 2008, A framework for multi-parametric programming and control - An overview, IEEE International Engineering Management Conference, Europe, Publisher: IEEE, Pages: 111-115
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- Citations: 1
Ryu J-H, Dua V, Pistikopoulos EN, 2007, Proactive scheduling under uncertainty: A parametric optimization approach, INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, Vol: 46, Pages: 8044-8049, ISSN: 0888-5885
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- Citations: 33
Ryu J-H, Pistikopoulos EN, 2007, Multiperiod planning of enterprise-wide supply chains using an operation policy, INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH, Vol: 46, Pages: 8058-8065, ISSN: 0888-5885
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- Citations: 20
Kontoravdi C, Wong D, Lam C, et al., 2007, Modeling amino acid metabolism in mammalian cells-toward the development of a model library, BIOTECHNOLOGY PROGRESS, Vol: 23, Pages: 1261-1269, ISSN: 8756-7938
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- Citations: 17
Pistikopoulos EN, Faísca NP, Georgiadis MC, 2007, Advanced optimization techniques in the supply chain management of manufacturing industries, PulPaper 2007 Conference: Innovative and Sustainable use of Forest Resources
In this work, a parametric programming based approach is proposed to the hierarchical plant selection problem. Based on recently proposed multi-parametric programming algorithms (Dua et al., 2002; Dua and Pistikopoulos, 2000), multi-level programming problems can be solved without disassembling the multi-level nature of them, since the rational reaction sets can be computed in advance and thereby the leader can choose the global optimum. Moreover, since the rational reaction set is computed through the Basic Sensitivity Theorem (Fiacco, 1983), the behaviour of the follower will be given by an affine function of the leader's variables. Consequently, in the upper level no extra numerical complexity is introduced. The advantage of this technique is that the parametric nature of the leader's problem is preserved and allows for possible comparisons between global optima. The underlying mathematical theory and a illustrating example are provided.
Liu P, Gerogiorgis DI, Pistikopoulos EN, 2007, Modeling and optimization of polygeneration energy systems, CATALYSIS TODAY, Vol: 127, Pages: 347-359, ISSN: 0920-5861
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- Citations: 109
Koide Y, 2007, Preface, INTERNATIONAL JOURNAL OF MODERN PHYSICS E-NUCLEAR PHYSICS, Vol: 16, Pages: V-V, ISSN: 0218-3013
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- Citations: 1
Folic M, Adjiman CS, Pistikopoulos EN, 2007, Design of solvents for optimal reaction rate constants, AICHE JOURNAL, Vol: 53, Pages: 1240-1256, ISSN: 0001-1541
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- Citations: 55
Ryu J-H, Pistikopoulos EN, 2007, A novel approach to scheduling of zero-wait batch processes under processing time variations, COMPUTERS & CHEMICAL ENGINEERING, Vol: 31, Pages: 101-106, ISSN: 0098-1354
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- Citations: 22
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