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Multi-agent reinforcement learning-based exploration of optimal operation strategies of semi-batch reactors. Comput Chem Eng 2022. [DOI: 10.1016/j.compchemeng.2022.107819] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
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Kanavalau A, Lall S. Thermal runaway avoidance using Hamilton–Jacobi reachability and model predictive control. Comput Chem Eng 2022. [DOI: 10.1016/j.compchemeng.2021.107605] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022]
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Kummer A, Nagy L, Varga T. NMPC-based control scheme for a semi-batch reactor under parameter uncertainty. Comput Chem Eng 2020. [DOI: 10.1016/j.compchemeng.2020.106998] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
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Kähm W, Vassiliadis VS. Optimal Laypunov exponent parameters for stability analysis of batch reactors with Model Predictive Control. Comput Chem Eng 2018. [DOI: 10.1016/j.compchemeng.2018.08.038] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
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Kähm W, Vassiliadis VS. Thermal stability criterion integrated in model predictive control for batch reactors. Chem Eng Sci 2018. [DOI: 10.1016/j.ces.2018.05.032] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/16/2022]
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Kähm W, Vassiliadis VS. Stability criterion for the intensification of batch processes with model predictive control. Chem Eng Res Des 2018. [DOI: 10.1016/j.cherd.2018.08.017] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
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Rossi F, Casas-Orozco D, Reklaitis G, Manenti F, Buzzi-Ferraris G. A computational framework for integrating campaign scheduling, dynamic optimization and optimal control in multi-unit batch processes. Comput Chem Eng 2017. [DOI: 10.1016/j.compchemeng.2017.05.024] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Operating optimality assessment and cause identification for nonlinear industrial processes. Chem Eng Res Des 2017. [DOI: 10.1016/j.cherd.2016.11.001] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/04/2023]
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Rossi F, Reklaitis G, Manenti F, Buzzi-Ferraris G. Multi-scenario robust online optimization and control of fed-batch systems via dynamic model-based scenario selection. AIChE J 2016. [DOI: 10.1002/aic.15346] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/06/2023]
Affiliation(s)
- Francesco Rossi
- Purdue University, School of Chemical Engineering, Forney Hall of Chemical Engineering; 480 Stadium Mall Drive West Lafayette IN 47907-2100
- Politecnico di Milano, Dipartimento Chimica, Materiali e Ingegneria Chimica “Giulio Natta,”; Piazza Leonardo da Vinci 32 Milano 20123 Italy
| | - Gintaras Reklaitis
- Purdue University, School of Chemical Engineering, Forney Hall of Chemical Engineering; 480 Stadium Mall Drive West Lafayette IN 47907-2100
| | - Flavio Manenti
- Politecnico di Milano, Dipartimento Chimica, Materiali e Ingegneria Chimica “Giulio Natta,”; Piazza Leonardo da Vinci 32 Milano 20123 Italy
| | - Guido Buzzi-Ferraris
- Politecnico di Milano, Dipartimento Chimica, Materiali e Ingegneria Chimica “Giulio Natta,”; Piazza Leonardo da Vinci 32 Milano 20123 Italy
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