A Detection Method for Broken Rotor Bar Fault in Induction Motors Based on SVD Combined MUSIC with Extended Prony

Abstract:

Based on estimation of signal parameters via singular value decomposition (SVD) filtering technique and Multiple Signal Classification (MUSIC) combined with extended Prony algorithm, a new method for induction motor’s broken rotor bar detection is proposed. Experiments show that the method is effective in applying to detect the fault of motor’s induction with the situation of interference noise and load fluctuations. And it is more practical in line detection because the algorithm is relatively simple and the running time is short.

• Periodical: Applied Mechanics and Materials (Volume 707)
• Pages: 333-337
• DOI: https://doi.org/10.4028/www.scientific.net/AMM.707.333
• Online since: December 2014
• Authors: Bo Qiang Xu, Shi Hua Tian*
• Keywords: Broken Rotor Bar, Extended Prony, Induction Motor (IM), Music, SVD Filtering Technique

References

[1] DELEROI W, Broken bar in squirrel cage rotor of an induction motor，Part 1：Description by superimposed fault currents．Archive for Electrical Engineering. 67(1984) 91-99.

[2] Hongzhong Ma, Qiansheng Hu, Simulation and experiment studying on rotor winding fault of induction motor. PROCEEDINGS OF THE CSEE. 23 (2003) 107-112.

[3] Jianguo Jiang, Qingsheng Wang, Bingshou Yang, Arui Qiu, Applying the adaptive noise cancelltion to extract the features of squirrel cage induction motor with rotor defects. Transactions of China Electrotechnical Society. 31 (1990) 1-5.

[4] Shahin Hedayati Kia, Humberto Henao, A High-Resolution Frequency Estimation Method for Three-Phase Induction Machine Fault Detection. IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS. 54 (2007) 2305-2314.

DOI: 10.1109/tie.2007.899826

[5] Leping Pu, Li Xia, A Method for Detecting Rotor Faults in A synchronous Motors Based on MUSIC Algorithm. S&M Electric Machines. 32 (2005) 56-59.

[6] Boqiang Xu, LiLing Sun, Heming Li, A Detection Method for Broken Rotor Bar Fault in Induction Motors Based on Multiple Signal Classification and Patter Search Algorithm. PROCEEDINGS OF THE CSEE. 32(2012) 93-99.

DOI: 10.1109/ias.2004.1348493

[7] Xiada Zhang, Modern Signal Processing, second ed, Tsinghua University Press, Beijing, (2002).

[8] Zhengwen Qian, Li Cheng, Yinghong Li, Signal Noise Reduction Method Using Singular Value Decomposition. JOURNAL OF VIBRATION. MEASUREMENT & DIAGNOSIS. 31 (2011), 459-463.

[9] Boqiang Xu, Xu Bai, A Detection Method for Broken Rotor Bar Fault in Induction Motors Based on SVD filter and ESPRIT. ELECTRIC MACHINES & CONTROL APPLICATION. 41 (2014) 42-47.

[10] Chunyu Kang, Xinhua Zhang, An Adaptive Noise Reduction Method Based on Singularity value decomposes. TECHNICAL ACOUSTICS. 27 (2008) 455-458.

[11] Boqiang Xu, Liling Sun, Heming Li, A Detection Method for Rotor Fault in Induction Motors Based on High Frequency Resolution Spectrum Estimation Technique and Optimization Algorithm. PROCEEDINGS OF THE CSEE. 33 (2013) 140-147.

DOI: 10.1109/pes.2006.1709316