Incipient Fault Detection and Isolation of Field Devices in Nuclear Power Systems Using Principal Component Analysis

Nuclear Technology ◽

10.13182/nt01-a3240 ◽

2001 ◽

Vol 136 (2) ◽

pp. 221-230 ◽

Author(s):

Nitin Kaistha ◽

Belle R. Upadhyaya]

Keyword(s):

Principal Component Analysis ◽

Fault Detection ◽

Power Systems ◽

Nuclear Power ◽

Principal Component ◽

Component Analysis ◽

Fault Detection And Isolation ◽

Incipient Fault ◽

Incipient Fault Detection

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Incipient fault detection and isolation in a PWR plant using principal component analysis

Proceedings of the 2001 American Control Conference. (Cat. No.01CH37148) ◽

10.1109/acc.2001.946059 ◽

2001 ◽

Author(s):

N. Kaistha ◽

B.R. Upadhyaya

Keyword(s):

Principal Component Analysis ◽

Fault Detection ◽

Principal Component ◽

Component Analysis ◽

Fault Detection And Isolation ◽

Incipient Fault ◽

Incipient Fault Detection

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Data-Driven Incipient Fault Detection via Canonical Variate Dissimilarity and Mixed Kernel Principal Component Analysis

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2020.3029900 ◽

2020 ◽

pp. 1-1

Author(s):

Ping Wu ◽

Riccardo Ferrari ◽

Yichao Liu ◽

Jan-Willem van Wingerden

Keyword(s):

Principal Component Analysis ◽

Fault Detection ◽

Principal Component ◽

Component Analysis ◽

Data Driven ◽

Kernel Principal Component Analysis ◽

Canonical Variate ◽

Incipient Fault ◽

Incipient Fault Detection

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Incipient fault detection for nonlinear processes based on dynamic multi-block probability related kernel principal component analysis

ISA Transactions ◽

10.1016/j.isatra.2020.05.029 ◽

2020 ◽

Vol 105 ◽

pp. 210-220 ◽

Author(s):

Peipei Cai ◽

Xiaogang Deng

Keyword(s):

Principal Component Analysis ◽

Fault Detection ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Nonlinear Processes ◽

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 ◽

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 ◽

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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Primary-Auxiliary Statistical Local Kernel Principal Component Analysis and Its Application to Incipient Fault Detection of Nonlinear Industrial Processes

IEEE Access ◽

10.1109/access.2019.2937886 ◽

2019 ◽

Vol 7 ◽

pp. 122192-122204 ◽

Author(s):

Xiaogang Deng ◽

Peipei Cai ◽

Jiawei Deng ◽

Yuping Cao ◽

Zhihuan Song

Keyword(s):

Principal Component Analysis ◽

Fault Detection ◽

Principal Component ◽

Component Analysis ◽

Kernel Principal Component Analysis ◽

Industrial Processes ◽

Incipient Fault ◽

Incipient Fault Detection

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Gearbox Incipient Fault Detection Based on Deep Recursive Dynamic Principal Component Analysis

IEEE Access ◽

10.1109/access.2020.2982213 ◽

2020 ◽

Vol 8 ◽

pp. 57646-57660

Author(s):

Huaitao Shi ◽

Jin Guo ◽

Xiaotian Bai ◽

Lei Guo ◽

Zhenpeng Liu ◽

...

Keyword(s):

Principal Component Analysis ◽

Fault Detection ◽

Principal Component ◽

Component Analysis ◽

Dynamic Principal Component Analysis ◽

Incipient Fault ◽

Incipient Fault Detection

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Model Based Approach for Fault Detection and Isolation of Helical Coil Steam Generator Systems Using Principal Component Analysis

IEEE Transactions on Nuclear Science ◽

10.1109/tns.2006.876049 ◽

2006 ◽

Vol 53 (4) ◽

pp. 2343-2352 ◽

Author(s):

K. Zhao ◽

B.R. Upadhyaya

Keyword(s):

Principal Component Analysis ◽

Fault Detection ◽

Steam Generator ◽

Principal Component ◽

Component Analysis ◽

Fault Detection And Isolation ◽

Helical Coil ◽

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Fault detection and isolation for self powered neutron detectors based on Principal Component Analysis

Annals of Nuclear Energy ◽

10.1016/j.anucene.2015.05.016 ◽

2015 ◽

Vol 85 ◽

pp. 213-219 ◽

Author(s):

Xingjie Peng ◽

Qing Li ◽

Kan Wang

Keyword(s):

Principal Component Analysis ◽

Fault Detection ◽

Principal Component ◽

Component Analysis ◽

Fault Detection And Isolation ◽

Neutron Detectors ◽

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Sensor Fault Detection and Isolation by Robust Principal Component Analysis

Fault Detection ◽

10.5772/9086 ◽

2010 ◽

Author(s):

Yvon Tharrault ◽

Gilles Mourot ◽

Jose Ragot ◽

Mohamed-Faouzi Harkat

Keyword(s):

Principal Component Analysis ◽

Fault Detection ◽

Principal Component ◽

Component Analysis ◽

Fault Detection And Isolation ◽

Sensor Fault ◽

Robust Principal Component Analysis ◽

Sensor Fault Detection

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