Efstratios N. Pistikopoulos
Orcid: 0000-0001-6220-818X
According to our database1,
Efstratios N. Pistikopoulos
authored at least 157 papers
between 1993 and 2024.
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Bibliography
2024
The quest towards the integration of process control, process operations, and process operability -Industrial need or academic curiosity?
Comput. Chem. Eng., January, 2024
2023
Comput. Chem. Eng., April, 2023
Improvements for decomposition based methods utilized in the development of multi-scale energy systems.
Comput. Chem. Eng., February, 2023
Advanced model predictive control strategies for evaporation processes in the pharmaceutical industries.
Comput. Chem. Eng., 2023
2022
Comput. Chem. Eng., 2022
A Process Intensification synthesis framework for the design of dividing wall column systems.
Comput. Chem. Eng., 2022
Comput. Chem. Eng., 2022
Multi-scale integration for enhanced resilience of sustainable energy supply chains: Perspectives and challenges.
Comput. Chem. Eng., 2022
Data-driven optimization of mixed-integer bi-level multi-follower integrated planning and scheduling problems under demand uncertainty.
Comput. Chem. Eng., 2022
A quantitative and holistic circular economy assessment framework at the micro level.
Comput. Chem. Eng., 2022
Comput. Chem. Eng., 2022
2021
The exact solution of multiparametric quadratically constrained quadratic programming problems.
J. Glob. Optim., 2021
Comput. Chem. Eng., 2021
Optimal design of integrated urban energy systems under uncertainty and sustainability requirements.
Comput. Chem. Eng., 2021
2020
Integrated Process Design and Operational Optimization via Multiparametric Programming
Synthesis Lectures on Engineering, Science, and Technology, Morgan & Claypool Publishers, ISBN: 978-3-031-02089-6, 2020
Classification of estrogenic compounds by coupling high content analysis and machine learning algorithms.
PLoS Comput. Biol., 2020
Optim. Lett., 2020
HY-POP: Hyperparameter optimization of machine learning models through parametric programming.
Comput. Chem. Eng., 2020
A Systematic Framework for the synthesis of operable process intensification systems - Reactive separation systems.
Comput. Chem. Eng., 2020
Comput. Chem. Eng., 2020
A partial multiparametric optimization strategy to improve the computational performance of model predictive control.
Comput. Chem. Eng., 2020
An integrated data-driven modeling & global optimization approach for multi-period nonlinear production planning problems.
Comput. Chem. Eng., 2020
Comput. Chem. Eng., 2020
Proceedings of the 2020 American Control Conference, 2020
2019
Multi-parametric global optimization approach for tri-level mixed-integer linear optimization problems.
J. Glob. Optim., 2019
Assisting continuous biomanufacturing through advanced control in downstream purification.
Comput. Chem. Eng., 2019
Process resilience analysis based data-driven maintenance optimization: Application to cooling tower operations.
Comput. Chem. Eng., 2019
Integrated process design, scheduling, and control using multiparametric programming.
Comput. Chem. Eng., 2019
A multi-parametric optimization approach for bilevel mixed-integer linear and quadratic programming problems.
Comput. Chem. Eng., 2019
A Global Optimization Algorithm for the Solution of Tri-Level Mixed-Integer Quadratic Programming Problems.
Proceedings of the Optimization of Complex Systems: Theory, 2019
2018
Modeling and solution for steelmaking scheduling with batching decisions and energy constraints.
Comput. Chem. Eng., 2018
Reprint of: Enhancing natural gas-to-liquids (GTL) processes through chemical looping for syngas production: Process synthesis and global optimization.
Comput. Chem. Eng., 2018
Enhancing natural gas-to-liquids (GTL) processes through chemical looping for syngas production: Process synthesis and global optimization.
Comput. Chem. Eng., 2018
Reprint of: Big data approach to batch process monitoring: Simultaneous fault detection and diagnosis using nonlinear support vector machine-based feature selection.
Comput. Chem. Eng., 2018
Big data approach to batch process monitoring: Simultaneous fault detection and diagnosis using nonlinear support vector machine-based feature selection.
Comput. Chem. Eng., 2018
Municipal solid waste to liquid transportation fuels - Part III: An optimization-based nationwide supply chain management framework.
Comput. Chem. Eng., 2018
Optimal design of energy systems using constrained grey-box multi-objective optimization.
Comput. Chem. Eng., 2018
A novel algorithm for the global solution of mixed-integer bi-level multi-follower problems and its application to Planning & Scheduling integration.
Proceedings of the 16th European Control Conference, 2018
Hybrid multiparametric model predictive control with application to the neuromuscular blockade.
Proceedings of the IEEE International Conference on Automation, 2018
2017
On unbounded and binary parameters in multi-parametric programming: applications to mixed-integer bilevel optimization and duality theory.
J. Glob. Optim., 2017
Intelligent, model-based control towards the intensification of downstream processes.
Comput. Chem. Eng., 2017
Comput. Chem. Eng., 2017
Comput. Chem. Eng., 2017
A multi-scale energy systems engineering approach to residential combined heat and power systems.
Comput. Chem. Eng., 2017
2016
A Personalized Framework for Dynamic Modeling of Disease Trajectories in Chronic Lymphocytic Leukemia.
IEEE Trans. Biomed. Eng., 2016
Comput. Chem. Eng., 2016
Towards the integration of process design, control and scheduling: Are we getting closer?
Comput. Chem. Eng., 2016
Multi-objective optimization with convex quadratic cost functions: A multi-parametric programming approach.
Comput. Chem. Eng., 2016
A comprehensive mathematical analysis of a novel multistage population balance model for cell proliferation.
Comput. Chem. Eng., 2016
Multiparametric model predictive control strategies of the hypnotic component in intravenous anesthesia.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
Proceedings of the IEEE International Conference on Automation, 2016
Multiparametric model predictive control and state estimation of the hypnotic component in anesthesia.
Proceedings of the IEEE International Conference on Automation, 2016
Development of advanced control strategies for periodic systems: An application to chromatographic separation processes.
Proceedings of the 2016 American Control Conference, 2016
Proceedings of the 2016 American Control Conference, 2016
2015
In Silico Closed-Loop Control Validation Studies for Optimal Insulin Delivery in Type 1 Diabetes.
IEEE Trans. Biomed. Eng., 2015
Advanced Model-Based Control Studies for the Induction and Maintenance of Intravenous Anaesthesia.
IEEE Trans. Biomed. Eng., 2015
PLoS Comput. Biol., 2015
A dynamic programming based approach for explicit model predictive control of hybrid systems.
Comput. Chem. Eng., 2015
A systematic framework for the design, simulation and optimization of personalized healthcare: Making and healing blood.
Comput. Chem. Eng., 2015
Proceedings of the 2015 IEEE International Conference on Systems, 2015
2014
Chemotherapy Drug Scheduling for the Induction Treatment of Patients With Acute Myeloid Leukemia.
IEEE Trans. Biomed. Eng., 2014
Modeling and Analysis of Individualized Pharmacokinetics and Pharmacodynamics for Volatile Anesthesia.
IEEE Trans. Biomed. Eng., 2014
A branch and bound method for the solution of multiparametric mixed integer linear programming problems.
J. Glob. Optim., 2014
Free Energy Predictions of Ligand Binding to an α-Helix Using Steered Molecular Dynamics and Umbrella Sampling Simulations.
J. Chem. Inf. Model., 2014
Design optimization of an internal combustion engine powered CHP system for residential scale application.
Comput. Manag. Sci., 2014
Approximate solution of mp-MILP problems using piecewise affine relaxation of bilinear terms.
Comput. Chem. Eng., 2014
Constrained dynamic programming of mixed-integer linear problems by multi-parametric programming.
Comput. Chem. Eng., 2014
Global superstructure optimisation of red blood cell production in a parallelised hollow fibre bioreactor.
Comput. Chem. Eng., 2014
A combined estimation and multi-parametric model predictive control approach for intravenous anaesthesia.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
2013
On the global solution of multi-parametric mixed integer linear programming problems.
J. Glob. Optim., 2013
Impacts of equipment off-design characteristics on the optimal design and operation of combined cooling, heating and power systems.
Comput. Chem. Eng., 2013
Simultaneous design of explicit/multi-parametric constrained moving horizon estimation and robust model predictive control.
Comput. Chem. Eng., 2013
Design of optimal patient-specific chemotherapy protocols for the treatment of acute myeloid leukemia (AML).
Comput. Chem. Eng., 2013
Comput. Chem. Eng., 2013
A Monte-Carlo based model approximation technique for linear model predictive control of nonlinear systems.
Comput. Chem. Eng., 2013
Moving horizon estimation: Error dynamics and bounding error sets for robust control.
Autom., 2013
Autom., 2013
Proceedings of the 7th IFAC Conference on Manufacturing Modelling, Management, and Control, 2013
Performance improvement of an NMPC problem by search space reduction and experimental validation to a PEM fuel cell system.
Proceedings of the 12th European Control Conference, 2013
Proceedings of the American Control Conference, 2013
Proceedings of the American Control Conference, 2013
2012
Comput. Manag. Sci., 2012
Combined model approximation techniques and multiparametric programming for explicit nonlinear model predictive control.
Comput. Chem. Eng., 2012
From multi-parametric programming theory to MPC-on-a-chip multi-scale systems applications.
Comput. Chem. Eng., 2012
2011
Comput. Chem. Eng., 2011
A mixed-integer programming approach to strategic planning of chemical centres: A case study in the UK.
Comput. Chem. Eng., 2011
Simulation and exergoeconomic analysis of a dual-gas sourced polygeneration process with integrated methanol/DME/DMC catalytic synthesis.
Comput. Chem. Eng., 2011
Explicit/multi-parametric model predictive control (MPC) of linear discrete-time systems by dynamic and multi-parametric programming.
Autom., 2011
'Closing the loop' in biological systems modeling - From the in silico to the in vitro.
Autom., 2011
2010
Medical Biol. Eng. Comput., 2010
Dynamic optimization and robust explicit model predictive control of hydrogen storage tank.
Comput. Chem. Eng., 2010
Comput. Chem. Eng., 2010
Multiparametric programming based algorithms for pure integer and mixed-integer bilevel programming problems.
Comput. Chem. Eng., 2010
Simultaneous constrained Moving Horizon state Estimation and Model Predictive Control by multi-parametric programming.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010
2009
Bilevel Programming Framework for Enterprise-Wide Process Networks Under Uncertainty.
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Proceedings of the Encyclopedia of Optimization, Second Edition, 2009
Medical Biol. Eng. Comput., 2009
A global optimization algorithm for generalized semi-infinite, continuous minimax with coupled constraints and bi-level problems.
J. Glob. Optim., 2009
A multi-parametric programming approach for multilevel hierarchical and decentralised optimisation problems.
Comput. Manag. Sci., 2009
Comput. Chem. Eng., 2009
Design and optimization of advanced materials and processes for efficient hydrogen storage.
Comput. Chem. Eng., 2009
2008
A multi-parametric programming approach for constrained dynamic programming problems.
Optim. Lett., 2008
MPC on a chip - Recent advances on the application of multi-parametric model-based control.
Comput. Chem. Eng., 2008
2007
A novel approach to scheduling of zero-wait batch processes under processing time variations.
Comput. Chem. Eng., 2007
Development of a dynamic model of monoclonal antibody production and glycosylation for product quality monitoring.
Comput. Chem. Eng., 2007
2006
IEEE Trans. Biomed. Eng., 2006
J. Glob. Optim., 2006
Proceedings of the 45th IEEE Conference on Decision and Control, 2006
2005
A mixed integer optimization formulation for the well scheduling problem on petroleum fields.
Comput. Chem. Eng., 2005
Multi-objective Parametric Control of Blood Glucose Concentration for Type 1 Diabetes.
Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005
Proceedings of the American Control Conference, 2005
2004
Global Optimization Issues in Multiparametric Continuous and Mixed-Integer Optimization Problems.
J. Glob. Optim., 2004
Comput. Chem. Eng., 2004
Comput. Chem. Eng., 2004
A bilevel programming framework for enterprise-wide process networks under uncertainty.
Comput. Chem. Eng., 2004
2003
Corrigendum to: "The explicit linear quadratic regulator for constrained systems" [Automatica 38(1) (2002) 3-20].
Autom., 2003
The equivalence of the anti-windup control design and the explicit model-based parametric controller.
Proceedings of the 7th European Control Conference, 2003
2002
The explicit model-based control law for continuous time systems via parametric programming - INV5105.
Proceedings of the American Control Conference, 2002
Proceedings of the American Control Conference, 2002
2000
An Algorithm for the Solution of Multiparametric Mixed Integer Linear Programming Problems.
Ann. Oper. Res., 2000
The explicit solution of model predictive control via multiparametric quadratic programming.
Proceedings of the American Control Conference, 2000
1999
Oper. Res. Lett., 1999
1998
C.A. Floudas, Nonlinear and Mixed-Integer Optimization. Fundamentals and Applications.
J. Glob. Optim., 1998
1997
J. Glob. Optim., 1997
1993
Ann. Oper. Res., 1993