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Shen F, Xu C, Yang H. Multimode process monitoring using adaptive auto‐associative kernel regression. ASIA-PAC J CHEM ENG 2021. [DOI: 10.1002/apj.2693] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Affiliation(s)
- Feifeng Shen
- Key Laboratory of the Ministry of Education for Advanced Control in Light Industry Process Jiangnan University Wuxi 214122 China
| | - Chen Xu
- Key Laboratory of the Ministry of Education for Advanced Control in Light Industry Process Jiangnan University Wuxi 214122 China
| | - Huizhong Yang
- Key Laboratory of the Ministry of Education for Advanced Control in Light Industry Process Jiangnan University Wuxi 214122 China
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2
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Wang Y, Li L, Wang K. An online operating performance evaluation approach using probabilistic fuzzy theory for chemical processes with uncertainties. Comput Chem Eng 2021. [DOI: 10.1016/j.compchemeng.2020.107156] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/23/2022]
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3
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Jia Q, Cai J, Jiang X, Li S. A subspace ensemble regression model based slow feature for soft sensing application. Chin J Chem Eng 2020. [DOI: 10.1016/j.cjche.2020.07.047] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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Guo J, Du W, Nascu I. Adaptive Modeling of Fixed-Bed Reactors with Multicycle and Multimode Characteristics Based on Transfer Learning and Just-In-Time Learning. Ind Eng Chem Res 2020. [DOI: 10.1021/acs.iecr.9b06668] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Affiliation(s)
- Jingjing Guo
- Key Laboratory of Advanced Control and Optimization for Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai 200237, China
| | - Wenli Du
- Key Laboratory of Advanced Control and Optimization for Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai 200237, China
| | - Ioana Nascu
- Key Laboratory of Advanced Control and Optimization for Chemical Process, Ministry of Education, East China University of Science and Technology, Shanghai 200237, China
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Yang F, Li X, Bai J, Zhang R, Gao F. Nonlinear Process Quality Prediction Using Wavelet Denoising OSC-SVM-PLS. Ind Eng Chem Res 2020. [DOI: 10.1021/acs.iecr.0c00224] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Fan Yang
- The Belt and Road Information Research Institute, Hangzhou Dianzi University, Hangzhou 310018, P. R. China
| | - Xiang Li
- The Belt and Road Information Research Institute, Hangzhou Dianzi University, Hangzhou 310018, P. R. China
| | - Jianjun Bai
- The Belt and Road Information Research Institute, Hangzhou Dianzi University, Hangzhou 310018, P. R. China
| | - Ridong Zhang
- The Belt and Road Information Research Institute, Hangzhou Dianzi University, Hangzhou 310018, P. R. China
- Department of Chemical and Biological Engineering, Hong Kong University of Science and Technology, Kowloon, Hong Kong
| | - Furong Gao
- Department of Chemical and Biological Engineering, Hong Kong University of Science and Technology, Kowloon, Hong Kong
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Ma L, Dong J, Peng K. Root cause diagnosis of quality-related faults in industrial multimode processes using robust Gaussian mixture model and transfer entropy. Neurocomputing 2018. [DOI: 10.1016/j.neucom.2018.01.028] [Citation(s) in RCA: 27] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
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