Dynamic process monitoring using adaptive local outlier factor

Chemometrics and Intelligent Laboratory Systems ◽

10.1016/j.chemolab.2013.06.004 ◽

2013 ◽

Vol 127 ◽

pp. 89-101 ◽

Author(s):

Yuxin Ma ◽

Hongbo Shi ◽

Hehe Ma ◽

Mengling Wang

Keyword(s):

Process Monitoring ◽

Dynamic Process ◽

Local Outlier Factor ◽

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Modified kernel principal component analysis using double-weighted local outlier factor and its application to nonlinear process monitoring

ISA Transactions ◽

10.1016/j.isatra.2017.09.015 ◽

2018 ◽

Vol 72 ◽

pp. 218-228 ◽

Author(s):

Xiaogang Deng ◽

Lei Wang

Keyword(s):

Principal Component Analysis ◽

Process Monitoring ◽

Principal Component ◽

Nonlinear Process ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Local Outlier Factor ◽

Nonlinear Process Monitoring ◽

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Multisubspace Principal Component Analysis with Local Outlier Factor for Multimode Process Monitoring

Industrial & Engineering Chemistry Research ◽

10.1021/ie502344q ◽

2014 ◽

Vol 53 (42) ◽

pp. 16453-16464 ◽

Author(s):

Bing Song ◽

Hongbo Shi ◽

Yuxin Ma ◽

Jianping Wang

Keyword(s):

Principal Component Analysis ◽

Process Monitoring ◽

Principal Component ◽

Component Analysis ◽

Local Outlier Factor ◽

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Key principal components with recursive local outlier factor for multimode chemical process monitoring

Journal of Process Control ◽

10.1016/j.jprocont.2016.09.006 ◽

2016 ◽

Vol 47 ◽

pp. 136-149 ◽

Author(s):

Bing Song ◽

Shuai Tan ◽

Hongbo Shi

Keyword(s):

Process Monitoring ◽

Principal Components ◽

Chemical Process ◽

Local Outlier Factor ◽

Chemical Process Monitoring ◽

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Adaptive Local Outlier Probability for Dynamic Process Monitoring

Chinese Journal of Chemical Engineering ◽

10.1016/j.cjche.2014.05.015 ◽

2014 ◽

Vol 22 (7) ◽

pp. 820-827 ◽

Author(s):

Yuxin Ma ◽

Hongbo Shi ◽

Mengling Wang

Keyword(s):

Process Monitoring ◽

Dynamic Process ◽

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Improved principal component analysis with double-weighted local outlier factor and its application in process monitoring for roasting furnace

2020 Chinese Automation Congress (CAC) ◽

10.1109/cac51589.2020.9327185 ◽

2020 ◽

Author(s):

Bing Xiao ◽

Yong-gang Li ◽

Bei Sun ◽

Zhen-xiang Feng

Keyword(s):

Principal Component Analysis ◽

Process Monitoring ◽

Principal Component ◽

Component Analysis ◽

Local Outlier Factor ◽

Roasting Furnace ◽

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Distribution Adaptation Local Outlier Factor for Multimode Process monitoring

2020 39th Chinese Control Conference (CCC) ◽

10.23919/ccc50068.2020.9189680 ◽

2020 ◽

Author(s):

Yutang Xiao ◽

Yang Tao ◽

Hongbo Shi

Keyword(s):

Process Monitoring ◽

Local Outlier Factor ◽

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Online process monitoring scheme for fault detection based on Independent Component Analysis (ICA) and Local Outlier Factor (LOF)

The 40th International Conference on Computers & Indutrial Engineering ◽

10.1109/iccie.2010.5668311 ◽

2010 ◽

Author(s):

Jaeshin Lee ◽

Bokyoung Kang ◽

Kwangsup Shin ◽

Sukho Kang

Keyword(s):

Fault Detection ◽

Independent Component Analysis ◽

Process Monitoring ◽

Component Analysis ◽

Independent Component ◽

Monitoring Scheme ◽

Local Outlier Factor ◽

Online Process Monitoring ◽

Online Process ◽

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Multimode complex process monitoring using double-level local information based local outlier factor method

Journal of Chemometrics ◽

10.1002/cem.3048 ◽

2018 ◽

Vol 32 (10) ◽

pp. e3048 ◽

Author(s):

Lei Wang ◽

Xiaogang Deng ◽

Yuping Cao

Keyword(s):

Process Monitoring ◽

Local Information ◽

Local Outlier Factor ◽

Factor Method ◽

Complex Process ◽

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Integrating independent component analysis and local outlier factor for plant-wide process monitoring

Journal of Process Control ◽

10.1016/j.jprocont.2011.06.004 ◽

2011 ◽

Vol 21 (7) ◽

pp. 1011-1021 ◽

Author(s):

Jaeshin Lee ◽

Bokyoung Kang ◽

Suk-Ho Kang

Keyword(s):

Independent Component Analysis ◽

Process Monitoring ◽

Component Analysis ◽

Independent Component ◽

Local Outlier Factor ◽

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Decentralized dynamic process monitoring based on manifold regularized slow feature analysis

Journal of Process Control ◽

10.1016/j.jprocont.2020.12.006 ◽

2021 ◽

Vol 98 ◽

pp. 79-91

Author(s):

Xue Xu ◽

Jinliang Ding

Keyword(s):

Process Monitoring ◽

Dynamic Process ◽

Feature Analysis ◽

Slow Feature Analysis

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