A New Method for Automatically Diagnosing Broken-bar Fault of Rotor of Asynchronous Motor Based on BP Network

ZHANG Jian-wen~; ZUO Guan-fang~; YU Jiang~; ZHANG Qiang~

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Article Navigation > Journal of Mine Automation > 2006 > 32(6): 8-11

ZHANG Jian-wen~, ZUO Guan-fang~, YU Jiang~, et al. A New Method for Automatically Diagnosing Broken-bar Fault of Rotor of Asynchronous Motor Based on BP Network[J]. Industry and Mine Automation, 2006, 32(6): 8-11.

Citation:

ZHANG Jian-wen~, ZUO Guan-fang~, YU Jiang~, et al. A New Method for Automatically Diagnosing Broken-bar Fault of Rotor of Asynchronous Motor Based on BP Network[J]. Industry and Mine Automation, 2006, 32(6): 8-11.

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A New Method for Automatically Diagnosing Broken-bar Fault of Rotor of Asynchronous Motor Based on BP Network

1.
1.College of Information and Electrical Engineering of CUMT.,Xuzhou 221008,China.2.Dept.of Automation Techniques of College of Disaster Prevention Techniques,Sanhe 065201,China

Publish Date: 2006-12-10

Abstract

Abstract

A new method for automatically diagnosing broken-bar fault of rotor of asynchronous motor was proposed in the paper,which taking extended Park’s vector approach to pick up the fault(characte)-(ristics) and using BP network to recognize the mode of fault.When the method was applied, hiding effect of foundational frequency in fault characteristic was removed,and artificial interference was avoided.The(results) of practical example indicated that the method has good effectiveness and accuracy.
- asynchronous motor,
- broken-bar fault of rotor,
- automatic dagnosing,
- BP neural network,
- Park vector