|
1
|
Chen L, Li HX, Yang HD. Spatiotemporal Modeling for Distributed Parameter System under Sparse Sensing. Ind Eng Chem Res 2020. [DOI: 10.1021/acs.iecr.0c02120] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Liqun Chen
- Department of Systems Engineering and Engineering Management, City University of Hong Kong, Hong Kong, China
- State Key Laboratory of High Performance Complex Manufacturing, Central South University, Changsha, Hunan, China
| | - Han-Xiong Li
- Department of Systems Engineering and Engineering Management, City University of Hong Kong, Hong Kong, China
| | - Hai-Dong Yang
- Guangdong Engineering Research Center for Green Manufacturing and Energy Efficiency Optimization, Guangdong University of Technology, Guangdong, China
| |
Collapse
|
|
2
|
Reduced-Order Modeling of Subsurface Multi-phase Flow Models Using Deep Residual Recurrent Neural Networks. Transp Porous Media 2018. [DOI: 10.1007/s11242-018-1170-7] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
|
|
3
|
Gu Q, Hoo KA. Model-Based Closed-Loop Control of the Hydraulic Fracturing Process. Ind Eng Chem Res 2015. [DOI: 10.1021/ie5024782] [Citation(s) in RCA: 35] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Affiliation(s)
- Qiuying Gu
- Department
of Chemical Engineering, Texas Tech University, Lubbock, Texas 79409-3121, United States
| | - Karlene A. Hoo
- Department of Chemical & Biological Engineering, Montana State University, Bozeman, Montana 59717-2580, United States
| |
Collapse
|
|
4
|
Qi C, Li HX, Li S, Zhao X, Gao F. A fuzzy-based spatio-temporal multi-modeling for nonlinear distributed parameter processes. Appl Soft Comput 2014. [DOI: 10.1016/j.asoc.2014.09.003] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
|
|
5
|
Affiliation(s)
- Qiuying Gu
- Chemical Engineering, Texas Tech University, Lubbock, Texas 79409-3121, United States
| | - Karlene A. Hoo
- Chemical Engineering, Texas Tech University, Lubbock, Texas 79409-3121, United States
| |
Collapse
|
|
6
|
Lu X, Li Y, Huang M. Operation-Region-Decomposition-Based Singular Value Decomposition/Neural Network Modeling Method for Complex Hydraulic Press Machines. Ind Eng Chem Res 2013. [DOI: 10.1021/ie402189y] [Citation(s) in RCA: 19] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
Affiliation(s)
- XinJiang Lu
- State Key Laboratory of High Performance Complex Manufacturing and School of Mechanical & Electrical Engineering, Central South University, Hunan 410083, China
| | - YiBo Li
- State Key Laboratory of High Performance Complex Manufacturing and School of Mechanical & Electrical Engineering, Central South University, Hunan 410083, China
| | - MingHui Huang
- State Key Laboratory of High Performance Complex Manufacturing and School of Mechanical & Electrical Engineering, Central South University, Hunan 410083, China
| |
Collapse
|
|
7
|
Wang M, Yan X, Shi H. Spatiotemporal prediction for nonlinear parabolic distributed parameter system using an artificial neural network trained by group search optimization. Neurocomputing 2013. [DOI: 10.1016/j.neucom.2013.01.037] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
|
|
8
|
Qi C, Li HX, Li S, Zhao X, Gao F. Kernel-Based Spatiotemporal Multimodeling for Nonlinear Distributed Parameter Industrial Processes. Ind Eng Chem Res 2012. [DOI: 10.1021/ie301593u] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Chenkun Qi
- School of Mechanical Engineering, Shanghai Jiao Tong University, State Key Laboratory
of Mechanical System and Vibration, Shanghai 200240, China
| | - Han-Xiong Li
- Department of Systems Engineering & Engineering Management, City University of Hong Kong, Hong Kong, China and School of Mechanical & Electrical Engineering, Central South University, China
| | - Shaoyuan Li
- Department of Automation, Shanghai Jiao Tong University, Shanghai 200240, China
| | - Xianchao Zhao
- School of Mechanical Engineering, Shanghai Jiao Tong University, State Key Laboratory
of Mechanical System and Vibration, Shanghai 200240, China
| | - Feng Gao
- School of Mechanical Engineering, Shanghai Jiao Tong University, State Key Laboratory
of Mechanical System and Vibration, Shanghai 200240, China
| |
Collapse
|
|
9
|
Wang M, Li N, Li S, Shi H. Embedded Interval Type-2 T-S Fuzzy Time/Space Separation Modeling Approach for Nonlinear Distributed Parameter System. Ind Eng Chem Res 2011. [DOI: 10.1021/ie201556u] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Mengling Wang
- Key Laboratory of Advanced Control and Optimization for Chemical Processes of Ministry of Education, East China University of Science and Technology, 130, Meilong Road, Shanghai 200237, China
- Department of Automation, Shanghai Jiao Tong University, and Key Laboratory of System Control and Information Processing, Ministry of Education, Shanghai 200240, China
| | - Ning Li
- Department of Automation, Shanghai Jiao Tong University, and Key Laboratory of System Control and Information Processing, Ministry of Education, Shanghai 200240, China
| | - Shaoyuan Li
- Department of Automation, Shanghai Jiao Tong University, and Key Laboratory of System Control and Information Processing, Ministry of Education, Shanghai 200240, China
| | - Hongbo Shi
- Key Laboratory of Advanced Control and Optimization for Chemical Processes of Ministry of Education, East China University of Science and Technology, 130, Meilong Road, Shanghai 200237, China
| |
Collapse
|
|
10
|
Li N, Hua C, Wang H, Li S, Ge SS. Time–Space Decomposition-Based Generalized Predictive Control of a Transport-Reaction Process. Ind Eng Chem Res 2011. [DOI: 10.1021/ie101862c] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Ning Li
- Department of Automation, Shanghai Jiao Tong University, and Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai 200240, China
- Department of Electrical and Computer Engineering and Centre for Offshore Research and Engineering, National University of Singapore, 117576 Singapore
| | - Chen Hua
- Department of Automation, Shanghai Jiao Tong University, and Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai 200240, China
| | - Haifeng Wang
- Department of Automation, Shanghai Jiao Tong University, and Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai 200240, China
| | - Shaoyuan Li
- Department of Automation, Shanghai Jiao Tong University, and Key Laboratory of System Control and Information Processing, Ministry of Education of China, Shanghai 200240, China
| | - Shuzhi Sam Ge
- Department of Electrical and Computer Engineering and Centre for Offshore Research and Engineering, National University of Singapore, 117576 Singapore
| |
Collapse
|
|
11
|
|
|
12
|
A time/space separation-based Hammerstein modeling approach for nonlinear distributed parameter processes. Comput Chem Eng 2009. [DOI: 10.1016/j.compchemeng.2009.02.001] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
|
|
13
|
Li HX, Qi C. Incremental Modeling of Nonlinear Distributed Parameter Processes via Spatiotemporal Kernel Series Expansion. Ind Eng Chem Res 2009. [DOI: 10.1021/ie801184a] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Han-Xiong Li
- Department of Manufacturing Engineering & Engineering Management, City University of Hong Kong, Kowloon, Hong Kong, China
| | - Chenkun Qi
- Department of Manufacturing Engineering & Engineering Management, City University of Hong Kong, Kowloon, Hong Kong, China
| |
Collapse
|
|
14
|
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]
|
|
15
|
|
|
16
|
Stefanov Z, Hoo KA. A Distributed-Parameter Model of Black Liquor Falling Film Evaporators. Part I. Modeling of a Single Plate. Ind Eng Chem Res 2003. [DOI: 10.1021/ie020483a] [Citation(s) in RCA: 16] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Z. Stefanov
- Department of Chemical Engineering, Mail Stop 3121, Texas Tech University, Lubbock, Texas 79409-3121
| | - K. A. Hoo
- Department of Chemical Engineering, Mail Stop 3121, Texas Tech University, Lubbock, Texas 79409-3121
| |
Collapse
|