Mechanical fault detection in permanent magnet synchronous motors using equal width discretization-based probability distribution and a neural network model

TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES ◽

10.3906/elk-1210-58 ◽

2015 ◽

Vol 23 ◽

pp. 813-823 ◽

Cited By ~ 5

Author(s):

Mehmet AKAR ◽

Mahmut HEKİM ◽

Umut ORHAN

Keyword(s):

Neural Network ◽

Probability Distribution ◽

Fault Detection ◽

Permanent Magnet ◽

Network Model ◽

Neural Network Model ◽

Permanent Magnet Synchronous Motors ◽

Synchronous Motors

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Sensor Fault Detection and Validation For Chemical Process Using A Neural Network Model

IFAC Proceedings Volumes ◽

10.1016/s1474-6670(17)42904-1 ◽

1997 ◽

Vol 30 (11) ◽

pp. 561-566 ◽

Cited By ~ 1

Author(s):

Koji Morinaga ◽

Michael E. Sugars ◽

Koji Muteki ◽

Haruo Takada

Keyword(s):

Neural Network ◽

Fault Detection ◽

Network Model ◽

Neural Network Model ◽

Chemical Process ◽

Sensor Fault ◽

Sensor Fault Detection

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A Multilayer Perceptron Neural Network Model for UAV Sensor Fault Detection

10.1109/iciscae52414.2021.9590669 ◽

2021 ◽

Author(s):

Wang Xiao-Wei

Keyword(s):

Neural Network ◽

Fault Detection ◽

Network Model ◽

Neural Network Model ◽

Multilayer Perceptron ◽

Sensor Fault ◽

Sensor Fault Detection

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Interturn short circuit fault detection of permanent magnet synchronous motors based on positive- and negative-sequence signatures

2017 IEEE 11th International Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives (SDEMPED) ◽

10.1109/demped.2017.8062351 ◽

2017 ◽

Cited By ~ 2

Author(s):

Hyeyun Jeong ◽

Seokbae Moon ◽

Hojin Lee ◽

Sang Woo Kim

Keyword(s):

Fault Detection ◽

Permanent Magnet ◽

Short Circuit ◽

Permanent Magnet Synchronous Motors ◽

Synchronous Motors ◽

Negative Sequence ◽

Short Circuit Fault ◽

Sequence Signatures

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A hybrid neural network model for rule generation and its application to process fault detection and diagnosis

Engineering Applications of Artificial Intelligence ◽

10.1016/j.engappai.2006.06.007 ◽

2007 ◽

Vol 20 (2) ◽

pp. 203-213 ◽

Cited By ~ 40

Author(s):

S.C. Tan ◽

C.P. Lim ◽

M.V.C. Rao

Keyword(s):

Neural Network ◽

Fault Detection ◽

Network Model ◽

Neural Network Model ◽

Fault Detection And Diagnosis ◽

Rule Generation ◽

Hybrid Neural Network ◽

Detection And Diagnosis

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Configuration Impacts on Eccentricity Fault Detection in Permanent Magnet Synchronous Motors

IEEE Transactions on Magnetics ◽

10.1109/tmag.2011.2172977 ◽

2012 ◽

Vol 48 (2) ◽

pp. 903-906 ◽

Cited By ~ 29

Author(s):

Bashir Mahdi Ebrahimi ◽

Jawad Faiz

Keyword(s):

Fault Detection ◽

Permanent Magnet ◽

Permanent Magnet Synchronous Motors ◽

Synchronous Motors

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Adaptive Neural Network Control of Chaotic Fractional-Order Permanent Magnet Synchronous Motors Using Backstepping Technique

Frontiers in Physics ◽

10.3389/fphy.2020.00106 ◽

2020 ◽

Vol 8 ◽

Author(s):

Guangming Xue ◽

Funing Lin ◽

Bin Qin

Keyword(s):

Neural Network ◽

Permanent Magnet ◽

Fractional Order ◽

Network Control ◽

Neural Network Control ◽

Backstepping Technique ◽

Adaptive Neural Network ◽

Permanent Magnet Synchronous Motors ◽

Synchronous Motors ◽

Adaptive Neural Network Control

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Recurrent Neural Network Model with Self-Attention Mechanism for Fault Detection and Diagnosis

2019 Chinese Automation Congress (CAC) ◽

10.1109/cac48633.2019.8996824 ◽

2019 ◽

Author(s):

Rui Zhang ◽

Zhihua Xiong

Keyword(s):

Neural Network ◽

Fault Detection ◽

Network Model ◽

Recurrent Neural Network ◽

Neural Network Model ◽

Attention Mechanism ◽

Fault Detection And Diagnosis ◽

Detection And Diagnosis

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Inter-turn Short Circuit Fault Detection in Permanent Magnet Synchronous Motors Based on Reference Voltage

2019 IEEE 12th International Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives (SDEMPED) ◽

10.1109/demped.2019.8864924 ◽

2019 ◽

Author(s):

Giljun Ahn ◽

Junmin Lee ◽

Chan Hee Park ◽

Myeongbaek Youn ◽

Byeng D. Youn

Keyword(s):

Fault Detection ◽

Permanent Magnet ◽

Short Circuit ◽

Reference Voltage ◽

Permanent Magnet Synchronous Motors ◽

Synchronous Motors ◽

Short Circuit Fault

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Real-time IP controller based on neural network for permanent magnet synchronous motors

2009 4th IEEE Conference on Industrial Electronics and Applications ◽

10.1109/iciea.2009.5138618 ◽

2009 ◽

Cited By ~ 1

Author(s):

Xianqing Cao ◽

Liping Fan ◽

Yidong Zhu

Keyword(s):

Neural Network ◽

Permanent Magnet ◽

Real Time ◽

Permanent Magnet Synchronous Motors ◽

Synchronous Motors

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Design and Analysis of a Self-Tuning Speed Controller for Permanent Magnet Synchronous Motors Based on the Neural Network

Journal of Computational and Theoretical Nanoscience ◽

10.1166/jctn.2015.3869 ◽

2015 ◽

Vol 12 (7) ◽

pp. 1170-1177 ◽

Cited By ~ 1

Author(s):

Lisi Tian ◽

Yang Liu ◽

Jin Zhao

Keyword(s):

Neural Network ◽

Permanent Magnet ◽

Permanent Magnet Synchronous Motors ◽

Synchronous Motors ◽

Speed Controller ◽

The Neural Network ◽

Self Tuning

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