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Zhao T, Zheng Y, Gong J, Wu Z. Machine Learning-Based Reduced-Order Modeling and Predictive Control of Nonlinear Processes. Chem Eng Res Des 2022. [DOI: 10.1016/j.cherd.2022.02.005] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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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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