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Ozorio Cassol G, Dubljevic S. Model Predictive Control of a Second‐order Hyperbolic transport‐reaction process. AIChE J 2022. [DOI: 10.1002/aic.17812] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Affiliation(s)
- Guilherme Ozorio Cassol
- Department of Chemical and Materials Engineering University of Alberta Edmonton Alberta Canada
| | - Stevan Dubljevic
- Department of Chemical and Materials Engineering University of Alberta Edmonton Alberta Canada
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Xiao T, Wu Z, Christofides PD, Armaou A, Ni D. Recurrent Neural-Network-Based Model Predictive Control of a Plasma Etch Process. Ind Eng Chem Res 2021. [DOI: 10.1021/acs.iecr.1c04251] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Tianqi Xiao
- College of Control Science and Engineering, Zhejiang University, Hangzhou 310027, China
| | - Zhe Wu
- Department of Chemical and Biomolecular Engineering, National University of Singapore, 117585, Singapore
| | - Panagiotis D. Christofides
- Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, California 90095-1592, United States
- Department of Electrical and Computer Engineering, University of California, Los Angeles, California 90095-1592, United States
| | - Antonios Armaou
- Department of Chemical Engineering, The Pennsylvania State University, University Park, Pennsylvania 16802, United States
- Department of Mechanical Engineering, The Pennsylvania State University, University Park, Pennsylvania 16802, United States
- Department of Chemical Engineering, University of Patras, 26243 Patras, Greece
| | - Dong Ni
- College of Control Science and Engineering, Zhejiang University, Hangzhou 310027, China
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3
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Dodhia A, Wu Z, Christofides PD. Machine learning-based model predictive control of diffusion-reaction processes. Chem Eng Res Des 2021. [DOI: 10.1016/j.cherd.2021.07.005] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/21/2023]
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Zhang L, Xie J, Koch CR, Dubljevic S. Model Predictive Control of Jacket Tubular Reactors with a Reversible Exothermic Reaction. Ind Eng Chem Res 2020. [DOI: 10.1021/acs.iecr.0c02500] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Lu Zhang
- Department of Chemical and Materials Engineering, University of Alberta, Edmonton T6G 2V4, Canada
| | - Junyao Xie
- Department of Chemical and Materials Engineering, University of Alberta, Edmonton T6G 2V4, Canada
| | - Charles Robert Koch
- Department of Mechanical Engineering, University of Alberta, Edmonton T6G 2R3, Canada
| | - Stevan Dubljevic
- Department of Chemical and Materials Engineering, University of Alberta, Edmonton T6G 2V4, Canada
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6
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7
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Lao L, Ellis M, Christofides PD. Economic Model Predictive Control of Transport-Reaction Processes. Ind Eng Chem Res 2013. [DOI: 10.1021/ie401016a] [Citation(s) in RCA: 29] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Liangfeng Lao
- Department of Chemical and Biomolecular
Engineering, University of California, Los
Angeles, California 90095, United States
| | - Matthew Ellis
- Department of Chemical and Biomolecular
Engineering, University of California, Los
Angeles, California 90095, United States
| | - Panagiotis D. Christofides
- Department of Chemical and Biomolecular
Engineering, University of California, Los
Angeles, California 90095, United States
- Department of Electrical Engineering, University of California, Los Angeles, California 90095,
United States
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8
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Kumar AS, Ahmad Z. MODEL PREDICTIVE CONTROL (MPC) AND ITS CURRENT ISSUES IN CHEMICAL ENGINEERING. CHEM ENG COMMUN 2012. [DOI: 10.1080/00986445.2011.592446] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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9
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Inferential MIMO predictive control of the particle size distribution in emulsion polymerization. Comput Chem Eng 2012. [DOI: 10.1016/j.compchemeng.2011.11.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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10
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Pisano R, Fissore D, Barresi AA. Freeze-Drying Cycle Optimization Using Model Predictive Control Techniques. Ind Eng Chem Res 2011. [DOI: 10.1021/ie101955a] [Citation(s) in RCA: 46] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Roberto Pisano
- Dipartimento di Scienza dei Materiali e Ingegneria Chimica, Politecnico di Torino, corso Duca degli Abruzzi 24, 10129, Torino, Italy
| | - Davide Fissore
- Dipartimento di Scienza dei Materiali e Ingegneria Chimica, Politecnico di Torino, corso Duca degli Abruzzi 24, 10129, Torino, Italy
| | - Antonello A. Barresi
- Dipartimento di Scienza dei Materiali e Ingegneria Chimica, Politecnico di Torino, corso Duca degli Abruzzi 24, 10129, Torino, Italy
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11
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Bonis I, Xie W, Theodoropoulos C. A linear model predictive control algorithm for nonlinear large-scale distributed parameter systems. AIChE J 2011. [DOI: 10.1002/aic.12626] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
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12
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Bombard I, Da Silva B, Dufour P, Laurent P. Experimental predictive control of the infrared cure of a powder coating: A non-linear distributed parameter model based approach. Chem Eng Sci 2010. [DOI: 10.1016/j.ces.2009.09.050] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
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Allanic N, Salagnac P, Glouannec P, Guerrier B. Estimation of an effective water diffusion coefficient during infrared-convective drying of a polymer solution. AIChE J 2009. [DOI: 10.1002/aic.11877] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
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14
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Allanic N, Salagnac P, Glouannec P. Optimal constrained control of an infrared-convective drying of a polymer aqueous solution. Chem Eng Res Des 2009. [DOI: 10.1016/j.cherd.2008.08.002] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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Yuzgec U, Becerikli Y, Turker M. Dynamic Neural-Network-Based Model-Predictive Control of an Industrial Baker's Yeast Drying Process. ACTA ACUST UNITED AC 2008. [DOI: 10.1109/tnn.2008.2000205] [Citation(s) in RCA: 49] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
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17
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Aggelogiannaki E, Sarimveis H. Nonlinear model predictive control for distributed parameter systems using data driven artificial neural network models. Comput Chem Eng 2008. [DOI: 10.1016/j.compchemeng.2007.05.002] [Citation(s) in RCA: 82] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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18
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Silva BD, Dufour P, Sheibat-Othman N, Othman S. Model Predictive Control of Free Surfactant Concentration in Emulsion Polymerization. ACTA ACUST UNITED AC 2008. [DOI: 10.3182/20080706-5-kr-1001.01416] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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19
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Dubljevic S, Christofides PD. Predictive control of parabolic PDEs with boundary control actuation. Chem Eng Sci 2006. [DOI: 10.1016/j.ces.2006.05.041] [Citation(s) in RCA: 84] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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20
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Dubljevic S, Christofides PD. Predictive Output Feedback Control of Parabolic Partial Differential Equations (PDEs). Ind Eng Chem Res 2005. [DOI: 10.1021/ie0510425] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Stevan Dubljevic
- Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, California 90095-1592
| | - Panagiotis D. Christofides
- Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, California 90095-1592
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21
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Dubljevic S, Mhaskar P, El-Farra NH, Christofides PD. Predictive control of transport-reaction processes. Comput Chem Eng 2005. [DOI: 10.1016/j.compchemeng.2005.05.008] [Citation(s) in RCA: 98] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
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22
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Observer based multivariable control of a catalytic reverse flow reactor: comparison between LQR and MPC approaches. Comput Chem Eng 2005. [DOI: 10.1016/j.compchemeng.2004.09.018] [Citation(s) in RCA: 32] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
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23
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Dufour P, Michaud D, Touré Y, Dhurjati P. A partial differential equation model predictive control strategy: application to autoclave composite processing. Comput Chem Eng 2004. [DOI: 10.1016/j.compchemeng.2003.08.007] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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24
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Shang H, Forbes JF, Guay M. Model Predictive Control for Quasilinear Hyperbolic Distributed Parameter Systems. Ind Eng Chem Res 2004. [DOI: 10.1021/ie030653z] [Citation(s) in RCA: 73] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Huilan Shang
- School of Engineering, Laurentian University, Sudbury, Ontario, Canada P3E 2C6, Department of Chemical and Materials Engineering, University of Alberta, Edmonton, Alberta, Canada T6G 2G6, Department of Chemical Engineering, Queen's University, Kingston, Ontario, Canada K7L 3N6
| | - J. Fraser Forbes
- School of Engineering, Laurentian University, Sudbury, Ontario, Canada P3E 2C6, Department of Chemical and Materials Engineering, University of Alberta, Edmonton, Alberta, Canada T6G 2G6, Department of Chemical Engineering, Queen's University, Kingston, Ontario, Canada K7L 3N6
| | - Martin Guay
- School of Engineering, Laurentian University, Sudbury, Ontario, Canada P3E 2C6, Department of Chemical and Materials Engineering, University of Alberta, Edmonton, Alberta, Canada T6G 2G6, Department of Chemical Engineering, Queen's University, Kingston, Ontario, Canada K7L 3N6
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