Adaptive Transfer Learning of Cross-Spatiotemporal Canonical Correlation Analysis for Plant-Wide Process Monitoring

Industrial & Engineering Chemistry Research ◽

10.1021/acs.iecr.0c04885 ◽

2020 ◽

Vol 59 (49) ◽

pp. 21602-21614

Author(s):

Hongchao Cheng ◽

Yiqi Liu ◽

Daoping Huang ◽

Yongping Pan ◽

Qilin Wang

Keyword(s):

Correlation Analysis ◽

Transfer Learning ◽

Process Monitoring ◽

Canonical Correlation Analysis ◽

Canonical Correlation

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Locality preserving randomized canonical correlation analysis for real-time nonlinear process monitoring

Process Safety and Environmental Protection ◽

10.1016/j.psep.2021.01.028 ◽

2021 ◽

Vol 147 ◽

pp. 1088-1100

Author(s):

Ping Wu ◽

Xujie Zhang ◽

Jiajun He ◽

Siwei Lou ◽

Jinfeng Gao

Keyword(s):

Correlation Analysis ◽

Real Time ◽

Process Monitoring ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Nonlinear Process ◽

Locality Preserving ◽

Nonlinear Process Monitoring

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Multi-Subspace Orthogonal Canonical Correlation Analysis for Quality Related Plant Wide Process Monitoring

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2020.3015034 ◽

2020 ◽

pp. 1-1 ◽

Author(s):

Bing Song ◽

Hongbo Shi ◽

Shuai Tan ◽

Yang Tao

Keyword(s):

Correlation Analysis ◽

Process Monitoring ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

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Robust adaptive boosted canonical correlation analysis for quality-relevant process monitoring of wastewater treatment

ISA Transactions ◽

10.1016/j.isatra.2021.01.039 ◽

2021 ◽

Author(s):

Hongchao Cheng ◽

Jing Wu ◽

Daoping Huang ◽

Yiqi Liu ◽

Qilin Wang

Keyword(s):

Wastewater Treatment ◽

Correlation Analysis ◽

Process Monitoring ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Robust Adaptive

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Multimode Process Monitoring Using Variational Bayesian Inference and Canonical Correlation Analysis

IEEE Transactions on Automation Science and Engineering ◽

10.1109/tase.2019.2897477 ◽

2019 ◽

Vol 16 (4) ◽

pp. 1814-1824 ◽

Author(s):

Qingchao Jiang ◽

Xuefeng Yan

Keyword(s):

Bayesian Inference ◽

Correlation Analysis ◽

Process Monitoring ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Variational Bayesian ◽

Variational Bayesian Inference

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Quality-based Process Monitoring with Parallel Regularized Canonical Correlation Analysis

2018 Chinese Automation Congress (CAC) ◽

10.1109/cac.2018.8623250 ◽

2018 ◽

Author(s):

Zhaojing Wang ◽

Weidong Yang ◽

Hong Zhang ◽

Yanwei Wang ◽

Ying Zheng

Keyword(s):

Correlation Analysis ◽

Process Monitoring ◽

Canonical Correlation Analysis ◽

Canonical Correlation

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Quality-Relevant Process Monitoring Based on Improved Concurrent Canonical Correlation Analysis

2021 IEEE 10th Data Driven Control and Learning Systems Conference (DDCLS) ◽

10.1109/ddcls52934.2021.9455561 ◽

2021 ◽

Author(s):

Xuemei Wang ◽

Ping Wu ◽

Siwei Lou

Keyword(s):

Correlation Analysis ◽

Process Monitoring ◽

Canonical Correlation Analysis ◽

Canonical Correlation

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Multi-Step Canonical Correlation Analysis for Dynamic Process Monitoring

10.1109/ccdc52312.2021.9601726 ◽

2021 ◽

Author(s):

Qing Chen ◽

Xin Ma ◽

Zhanzhan Liu ◽

Youqing Wang

Keyword(s):

Correlation Analysis ◽

Process Monitoring ◽

Canonical Correlation Analysis ◽

Dynamic Process ◽

Canonical Correlation

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A Just-In-Time-Learning Aided Canonical Correlation Analysis Method for Multimode Process Monitoring and Fault Detection

IEEE Transactions on Industrial Electronics ◽

10.1109/tie.2020.2989708 ◽

2020 ◽

pp. 1-1

Author(s):

Zhiwen Chen ◽

Chang Liu ◽

Steven Ding ◽

Tao Peng ◽

Chunhua Yang ◽

...

Keyword(s):

Fault Detection ◽

Correlation Analysis ◽

Process Monitoring ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Just In Time ◽

Analysis Method ◽

Correlation Analysis Method

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Distributed process monitoring based on canonical correlation analysis with partly-connected topology

Control Engineering Practice ◽

10.1016/j.conengprac.2020.104500 ◽

2020 ◽

Vol 101 ◽

pp. 104500 ◽

Author(s):

Xin Peng ◽

Steven X. Ding ◽

Wenli Du ◽

Weimin Zhong ◽

Feng Qian

Keyword(s):

Correlation Analysis ◽

Process Monitoring ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Distributed Process

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A Distributed Canonical Correlation Analysis-Based Fault Detection Method for Plant-Wide Process Monitoring

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2019.2893125 ◽

2019 ◽

Vol 15 (5) ◽

pp. 2710-2720 ◽

Author(s):

Zhiwen Chen ◽

Yue Cao ◽

Steven X. Ding ◽

Kai Zhang ◽

Tim Koenings ◽

...

Keyword(s):

Fault Detection ◽

Correlation Analysis ◽

Process Monitoring ◽

Canonical Correlation Analysis ◽

Canonical Correlation ◽

Detection Method

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