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Tian L, Li Z, Yan X. A novel quality-relevant fault detection method based on MICA-SOM multi-subspace partitioning for non-Gaussian industrial processes. J Taiwan Inst Chem Eng 2023. [DOI: 10.1016/j.jtice.2023.104687] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/18/2023]
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Zhang X, Wei C, Song Z. Fast Locally Weighted PLS Modeling for Large-Scale Industrial Processes. Ind Eng Chem Res 2020. [DOI: 10.1021/acs.iecr.0c03932] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Xinmin Zhang
- State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou 310027, China
| | - Chihang Wei
- State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou 310027, China
| | - Zhihuan Song
- State Key Laboratory of Industrial Control Technology, College of Control Science and Engineering, Zhejiang University, Hangzhou 310027, China
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Zhang X, Kano M, Song Z. Optimal Weighting Distance-Based Similarity for Locally Weighted PLS Modeling. Ind Eng Chem Res 2020. [DOI: 10.1021/acs.iecr.9b06847] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
- Xinmin Zhang
- College of Control Science and Engineering, Zhejiang University, Handzhou 310027, China
- Department of Systems Science, Kyoto University, Kyoto 606-8501, Japan
| | - Manabu Kano
- Department of Systems Science, Kyoto University, Kyoto 606-8501, Japan
| | - Zhihuan Song
- College of Control Science and Engineering, Zhejiang University, Handzhou 310027, China
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Performance-relevant kernel independent component analysis based operating performance assessment for nonlinear and non-Gaussian industrial processes. Chem Eng Sci 2019. [DOI: 10.1016/j.ces.2019.115167] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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