Safe model-based design of experiments using Gaussian processes
Petsagkourakis, Panagiotis, Galvanin, Federico
Published in Computers & chemical engineering (01.08.2021)
Published in Computers & chemical engineering (01.08.2021)
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Journal Article
Stability analysis of piecewise affine systems with multi-model predictive control
Petsagkourakis, Panagiotis, Heath, William Paul, Theodoropoulos, Constantinos
Published in Automatica (Oxford) (01.01.2020)
Published in Automatica (Oxford) (01.01.2020)
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Journal Article
Reduced Order Optimization of Large-Scale Nonlinear Systems with Nonlinear Inequality Constraints Using Steady State Simulators
Petsagkourakis, Panagiotis, Bonis, Ioannis, Theodoropoulos, Constantinos
Published in Industrial & engineering chemistry research (01.08.2018)
Published in Industrial & engineering chemistry research (01.08.2018)
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Journal Article
Constrained model-free reinforcement learning for process optimization
Pan, Elton, Petsagkourakis, Panagiotis, Mowbray, Max, Zhang, Dongda, Rio-Chanona, Ehecatl Antonio del
Published in Computers & chemical engineering (01.11.2021)
Published in Computers & chemical engineering (01.11.2021)
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Journal Article
Robust Stability of Barrier-Based Model Predictive Control
Petsagkourakis, Panagiotis, Heath, William P., Carrasco, Joaquin, Theodoropoulos, Constantinos
Published in IEEE transactions on automatic control (01.04.2021)
Published in IEEE transactions on automatic control (01.04.2021)
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Journal Article
Automated kinetic model identification cloud services using model-based design of experiments
Agunloye, Emmanuel, Petsagkourakis, Panagiotis, Yusuf, Muhammad, Labes, Ricardo, Chamberlain, Thomas, Muller, Frans L, Bourne, Richard A, Galvanin, Federico
Published in Reaction chemistry & engineering (26.06.2024)
Published in Reaction chemistry & engineering (26.06.2024)
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Journal Article
Automated kinetic model identification via cloud services using model-based design of experiments
Agunloye, Emmanuel, Petsagkourakis, Panagiotis, Yusuf, Muhammad, Labes, Ricardo, Chamberlain, Thomas, Muller, Frans L., Bourne, Richard A., Galvanin, Federico
Published in Reaction chemistry & engineering (26.06.2024)
Published in Reaction chemistry & engineering (26.06.2024)
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Journal Article
Tube-based Distributionally Robust Model Predictive Control for Nonlinear Process Systems via Linearization
Zhong, Zhengang, del Rio-Chanona, Ehecatl Antonio, Petsagkourakis, Panagiotis
Year of Publication 26.11.2022
Year of Publication 26.11.2022
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Journal Article
Distributionally Robust MPC for Nonlinear Systems
Zhong, Zhengang, Antonio del Rio-Chanona, Ehecatl, Petsagkourakis, Panagiotis
Published in IFAC-PapersOnLine (2022)
Published in IFAC-PapersOnLine (2022)
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Journal Article