Incipient fault detection for geological drilling processes using multivariate generalized Gaussian distributions and Kullback–Leibler divergence

Control Engineering Practice ◽

10.1016/j.conengprac.2021.104937 ◽

2021 ◽

Vol 117 ◽

pp. 104937

Author(s):

Yupeng Li ◽

Weihua Cao ◽

Wenkai Hu ◽

Ying Xiong ◽

Min Wu

Keyword(s):

Fault Detection ◽

Gaussian Distributions ◽

Leibler Divergence ◽

Generalized Gaussian Distributions ◽

Incipient Fault ◽

Incipient Fault Detection

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Sensors incipient fault detection and isolation of nuclear power plant using extended Kalman filter and Kullback–Leibler divergence

ISA Transactions ◽

10.1016/j.isatra.2019.02.011 ◽

2019 ◽

Vol 92 ◽

pp. 180-190 ◽

Cited By ~ 6

Author(s):

Suryakant Gautam ◽

Prakash K. Tamboli ◽

Kallol Roy ◽

Vaibhav H. Patankar ◽

Siddhartha P. Duttagupta

Keyword(s):

Kalman Filter ◽

Power Plant ◽

Nuclear Power Plant ◽

Fault Detection ◽

Extended Kalman Filter ◽

Nuclear Power ◽

Fault Detection And Isolation ◽

Leibler Divergence ◽

Incipient Fault ◽

Incipient Fault Detection

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An improved incipient fault detection method based on Kullback-Leibler divergence

ISA Transactions ◽

10.1016/j.isatra.2018.05.007 ◽

2018 ◽

Vol 79 ◽

pp. 127-136 ◽

Cited By ~ 33

Author(s):

Hongtian Chen ◽

Bin Jiang ◽

Ningyun Lu

Keyword(s):

Fault Detection ◽

Detection Method ◽

Leibler Divergence ◽

Incipient Fault ◽

Incipient Fault Detection

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Incipient fault detection and diagnosis based on Kullback–Leibler divergence using Principal Component Analysis: Part I

Signal Processing ◽

10.1016/j.sigpro.2013.05.018 ◽

2014 ◽

Vol 94 ◽

pp. 278-287 ◽

Cited By ~ 98

Author(s):

Jinane Harmouche ◽

Claude Delpha ◽

Demba Diallo

Keyword(s):

Principal Component Analysis ◽

Fault Detection ◽

Principal Component ◽

Component Analysis ◽

Fault Detection And Diagnosis ◽

Leibler Divergence ◽

Incipient Fault ◽

Detection And Diagnosis ◽

Incipient Fault Detection

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Incipient fault detection and diagnosis based on Kullback–Leibler divergence using principal component analysis: Part II

Signal Processing ◽

10.1016/j.sigpro.2014.06.023 ◽

2015 ◽

Vol 109 ◽

pp. 334-344 ◽

Cited By ~ 55

Author(s):

Jinane Harmouche ◽

Claude Delpha ◽

Demba Diallo

Keyword(s):

Principal Component Analysis ◽

Fault Detection ◽

Principal Component ◽

Component Analysis ◽

Fault Detection And Diagnosis ◽

Leibler Divergence ◽

Incipient Fault ◽

Detection And Diagnosis ◽

Incipient Fault Detection

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Sensors Incipient Fault Detection and Isolation Using Kalman Filter and Kullback–Leibler Divergence

IEEE Transactions on Nuclear Science ◽

10.1109/tns.2019.2907753 ◽

2019 ◽

Vol 66 (5) ◽

pp. 782-794

Author(s):

Suryakant Gautam ◽

Prakash K. Tamboli ◽

Vaibhav H. Patankar ◽

Kallol Roy ◽

Siddhartha P. Duttagupta

Keyword(s):

Kalman Filter ◽

Fault Detection ◽

Fault Detection And Isolation ◽

Leibler Divergence ◽

Incipient Fault ◽

Incipient Fault Detection

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Capability evaluation of incipient fault detection in noisy environment: A theoretical Kullback-Leibler Divergence-based approach for diagnosis

IECON 2013 - 39th Annual Conference of the IEEE Industrial Electronics Society ◽

10.1109/iecon.2013.6700358 ◽

2013 ◽

Cited By ~ 4

Author(s):

A. Youssef ◽

J. Harmouche ◽

C. Delpha ◽

D. Diallo

Keyword(s):

Fault Detection ◽

Noisy Environment ◽

Leibler Divergence ◽

Incipient Fault ◽

Capability Evaluation ◽

Incipient Fault Detection

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Enhancement of incipient fault detection and estimation using the multivariate Kullback-Leibler Divergence

2016 24th European Signal Processing Conference (EUSIPCO) ◽

10.1109/eusipco.2016.7760480 ◽

2016 ◽

Cited By ~ 2

Author(s):

Abdulrahman Youssef ◽

Claude Delpha ◽

Demba Diallo

Keyword(s):

Fault Detection ◽

Detection And Estimation ◽

Leibler Divergence ◽

Incipient Fault ◽

Incipient Fault Detection

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Incipient Fault Detection Method using Kullback-Leibler Divergence for CRH5 and Some Remarks

2018 Chinese Automation Congress (CAC) ◽

10.1109/cac.2018.8623182 ◽

2018 ◽

Cited By ~ 1

Author(s):

Hongtian Chen ◽

Bin Jiang ◽

Ningyun Lu ◽

Jianping Wu

Keyword(s):

Fault Detection ◽

Detection Method ◽

Leibler Divergence ◽

Incipient Fault ◽

Incipient Fault Detection

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Online Incipient Fault Detection Method Based on Improved ℓ1 Trend Filtering and Support Vector Data Description

IEEE Access ◽

10.1109/access.2021.3058907 ◽

2021 ◽

Vol 9 ◽

pp. 30043-30059

Author(s):

Qingfeng Wang ◽

Xiaojin Liu ◽

Bingkun Wei ◽

Wenwu Chen

Keyword(s):

Fault Detection ◽

Detection Method ◽

Support Vector ◽

Support Vector Data Description ◽

Vector Data ◽

Data Description ◽

Incipient Fault ◽

Incipient Fault Detection

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Incipient Fault Detection of Nonlinear Processes Based on Probablility Related SVDD in Local Variable Field

2020 Chinese Automation Congress (CAC) ◽

10.1109/cac51589.2020.9327099 ◽

2020 ◽

Author(s):

Xiaohui Wang ◽

Yanjiang Wang ◽

Xiaogang Deng ◽

Yuping Cao

Keyword(s):

Fault Detection ◽

Nonlinear Processes ◽

Variable Field ◽

Incipient Fault ◽

Local Variable ◽

Incipient Fault Detection

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