A semi-supervised Support Vector Data Description-based fault detection method for rolling element bearings based on cyclic spectral analysis

Mechanical Systems and Signal Processing ◽

10.1016/j.ymssp.2020.106682 ◽

2020 ◽

Vol 140 ◽

pp. 106682 ◽

Cited By ~ 12

Author(s):

Chenyu Liu ◽

Konstantinos Gryllias

Keyword(s):

Spectral Analysis ◽

Fault Detection ◽

Detection Method ◽

Support Vector ◽

Support Vector Data Description ◽

Rolling Element Bearings ◽

Vector Data ◽

Data Description ◽

Rolling Element

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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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A Fault Detection Method with Ensemble Empirical Mode Decomposition and Support Vector Data Description

2019 CAA Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS) ◽

10.1109/safeprocess45799.2019.9213442 ◽

2019 ◽

Author(s):

Yang Wang ◽

Dan Ling ◽

Weidong Yang ◽

Bo Tao ◽

Ying Zheng

Keyword(s):

Fault Detection ◽

Empirical Mode Decomposition ◽

Detection Method ◽

Ensemble Empirical Mode Decomposition ◽

Support Vector ◽

Support Vector Data Description ◽

Vector Data ◽

Data Description ◽

Mode Decomposition

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Pattern recognition-based chillers fault detection method using Support Vector Data Description (SVDD)

Applied Energy ◽

10.1016/j.apenergy.2012.12.043 ◽

2013 ◽

Vol 112 ◽

pp. 1041-1048 ◽

Cited By ~ 94

Author(s):

Yang Zhao ◽

Shengwei Wang ◽

Fu Xiao

Keyword(s):

Pattern Recognition ◽

Fault Detection ◽

Detection Method ◽

Support Vector ◽

Support Vector Data Description ◽

Vector Data ◽

Data Description

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Incremental Weighted Support Vector Data Description Method for Incipient Fault Detection of Rolling Bearing

2019 Prognostics and System Health Management Conference (PHM-Qingdao) ◽

10.1109/phm-qingdao46334.2019.8942864 ◽

2019 ◽

Author(s):

Chao Yang ◽

Wentao Mao ◽

Yamin Liu ◽

Siyu Tian

Keyword(s):

Fault Detection ◽

Rolling Bearing ◽

Support Vector ◽

Support Vector Data Description ◽

Vector Data ◽

Data Description ◽

Incipient Fault ◽

Incipient Fault Detection

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Robust machine fault detection with independent component analysis and support vector data description

Neural Networks for Signal Processing IX: Proceedings of the 1999 IEEE Signal Processing Society Workshop (Cat. No.98TH8468) ◽

10.1109/nnsp.1999.788124 ◽

2003 ◽

Cited By ~ 19

Author(s):

A. Ypma ◽

D.M.J. Tax ◽

R.P.W. Duin

Keyword(s):

Fault Detection ◽

Independent Component Analysis ◽

Component Analysis ◽

Independent Component ◽

Support Vector ◽

Support Vector Data Description ◽

Vector Data ◽

Data Description ◽

Machine Fault

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Fault detection in dynamic plant-wide process by multi-block slow feature analysis and support vector data description

ISA Transactions ◽

10.1016/j.isatra.2018.10.016 ◽

2019 ◽

Vol 85 ◽

pp. 119-128 ◽

Cited By ~ 8

Author(s):

Jian Huang ◽

Okan K. Ersoy ◽

Xuefeng Yan

Keyword(s):

Fault Detection ◽

Feature Analysis ◽

Support Vector ◽

Support Vector Data Description ◽

Vector Data ◽

Data Description ◽

Slow Feature Analysis ◽

Dynamic Plant

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Fault detection in operating helicopter drivetrain components based on support vector data description

Aerospace Science and Technology ◽

10.1016/j.ast.2017.11.043 ◽

2018 ◽

Vol 73 ◽

pp. 48-60 ◽

Cited By ~ 14

Author(s):

V. Camerini ◽

G. Coppotelli ◽

S. Bendisch

Keyword(s):

Fault Detection ◽

Support Vector ◽

Support Vector Data Description ◽

Vector Data ◽

Data Description

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Fault detection of photovoltaic arrays based on support vector data description

2017 2nd International Conference on Power and Renewable Energy (ICPRE) ◽

10.1109/icpre.2017.8390659 ◽

2017 ◽

Author(s):

Jiajia Lin

Keyword(s):

Fault Detection ◽

Support Vector ◽

Support Vector Data Description ◽

Vector Data ◽

Data Description ◽

Photovoltaic Arrays

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Gompertz binary particle swarm optimization and support vector data description system for fault detection and feature selection applied in automotive pedals components

The International Journal of Advanced Manufacturing Technology ◽

10.1007/s00170-017-0333-y ◽

2017 ◽

Vol 92 (5-8) ◽

pp. 2311-2324 ◽

Cited By ~ 1

Author(s):

Jesús Alejandro Navarro-Acosta ◽

Edgar O. Reséndiz-Flores

Keyword(s):

Feature Selection ◽

Particle Swarm Optimization ◽

Fault Detection ◽

Particle Swarm ◽

Support Vector ◽

Support Vector Data Description ◽

Binary Particle Swarm Optimization ◽

Vector Data ◽

Swarm Optimization ◽

Data Description

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Fault Detection and Diagnosis for Industry Process Based on Support Vector Data Description

Proceedings of the 2018 3rd International Conference on Electrical, Automation and Mechanical Engineering (EAME 2018) ◽

10.2991/eame-18.2018.77 ◽

2018 ◽

Author(s):

Shuning Zhang ◽

Hongyong Yang ◽

Guanlong Deng

Keyword(s):

Fault Detection ◽

Fault Detection And Diagnosis ◽

Support Vector ◽

Support Vector Data Description ◽

Vector Data ◽

Data Description ◽

Detection And Diagnosis

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