Distributed process monitoring based on joint mutual information and projective dictionary pair learning

Journal of Process Control ◽

10.1016/j.jprocont.2021.09.002 ◽

2021 ◽

Vol 106 ◽

pp. 130-141

Author(s):

Ziqing Deng ◽

Xiaofang Chen ◽

Shiwen Xie ◽

Yongfang Xie ◽

Yubo Sun

Keyword(s):

Mutual Information ◽

Process Monitoring ◽

Distributed Process

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Quality‐relevant dynamic process monitoring based on mutual information multiblock slow feature analysis

Journal of Chemometrics ◽

10.1002/cem.3110 ◽

2019 ◽

Vol 33 (4) ◽

pp. e3110 ◽

Author(s):

Haiyong Zheng ◽

Qingchao Jiang ◽

Xuefeng Yan

Keyword(s):

Mutual Information ◽

Process Monitoring ◽

Dynamic Process ◽

Feature Analysis ◽

Slow Feature Analysis

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FPGA based wireless sensor node for distributed process monitoring

2012 7th IEEE Conference on Industrial Electronics and Applications (ICIEA) ◽

10.1109/iciea.2012.6361045 ◽

2012 ◽

Author(s):

K.M. Goh ◽

S.H. Ong ◽

Y.Y. Joe ◽

P. Kusolpalin ◽

W.P. Moh ◽

...

Keyword(s):

Process Monitoring ◽

Sensor Node ◽

Wireless Sensor ◽

Wireless Sensor Node ◽

Distributed Process

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Thermal Power Plant Process Monitoring using Mutual Information and Distributed Statistical Model

2019 IEEE 8th Data Driven Control and Learning Systems Conference (DDCLS) ◽

10.1109/ddcls.2019.8909018 ◽

2019 ◽

Author(s):

Delun Chen ◽

Jiusun Zeng ◽

Xiaoyu Liang

Keyword(s):

Power Plant ◽

Mutual Information ◽

Statistical Model ◽

Process Monitoring ◽

Thermal Power Plant ◽

Thermal Power ◽

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Maximized mutual information based non-Gaussian subspace projection method for quality relevant process monitoring and fault detection

52nd IEEE Conference on Decision and Control ◽

10.1109/cdc.2013.6760560 ◽

2013 ◽

Author(s):

Junichi Mori ◽

Jie Yu

Keyword(s):

Fault Detection ◽

Mutual Information ◽

Process Monitoring ◽

Projection Method ◽

Subspace Projection ◽

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Distributed process monitoring framework based on decomposed modified partial least squares

The Canadian Journal of Chemical Engineering ◽

10.1002/cjce.23559 ◽

2019 ◽

Vol 97 (12) ◽

pp. 3087-3100 ◽

Author(s):

Mengyu Rong ◽

Hongbo Shi ◽

Fan Wang ◽

Shuai Tan

Keyword(s):

Least Squares ◽

Partial Least Squares ◽

Process Monitoring ◽

Monitoring Framework ◽

Distributed Process

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Weighted part mutual information related component analysis for quality-related process monitoring

Journal of Process Control ◽

10.1016/j.jprocont.2020.03.001 ◽

2020 ◽

Vol 88 ◽

pp. 111-123

Author(s):

Yanwen Wang ◽

Donghua Zhou ◽

Maoyin Chen ◽

Min Wang

Keyword(s):

Mutual Information ◽

Process Monitoring ◽

Component Analysis ◽

Related Process

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A novel quality-related process monitoring based on multi-block slow feature analysis of mutual information-index

10.1109/ccdc52312.2021.9601843 ◽

2021 ◽

Author(s):

Yang Yinghua ◽

Kang Weiqi ◽

Liu Xiaozhi

Keyword(s):

Mutual Information ◽

Process Monitoring ◽

Feature Analysis ◽

Information Index ◽

Slow Feature Analysis ◽

Related Process

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Neighborhood Variational Bayesian Multivariate Analysis for Distributed Process Monitoring With Missing Data

IEEE Transactions on Control Systems Technology ◽

10.1109/tcst.2018.2870570 ◽

2019 ◽

Vol 27 (6) ◽

pp. 2330-2339 ◽

Author(s):

Qingchao Jiang ◽

Xuefeng Yan ◽

Biao Huang

Keyword(s):

Multivariate Analysis ◽

Missing Data ◽

Process Monitoring ◽

Variational Bayesian ◽

Distributed Process

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Plant-wide process monitoring based on mutual information–multiblock principal component analysis

ISA Transactions ◽

10.1016/j.isatra.2014.05.031 ◽

2014 ◽

Vol 53 (5) ◽

pp. 1516-1527 ◽

Author(s):

Qingchao Jiang ◽

Xuefeng Yan

Keyword(s):

Principal Component Analysis ◽

Mutual Information ◽

Process Monitoring ◽

Principal Component ◽

Component Analysis

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Maximized Mutual Information Analysis Based on Stochastic Representation for Process Monitoring

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2018.2853702 ◽

2019 ◽

Vol 15 (3) ◽

pp. 1579-1587 ◽

Author(s):

Benben Jiang ◽

Yi Luo ◽

Qiugang Lu

Keyword(s):

Mutual Information ◽

Process Monitoring ◽

Information Analysis ◽

Stochastic Representation ◽

Mutual Information Analysis

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