Stray flux-based rotation angle measurement for bearing fault diagnosis in variable-speed BLDC motors


Angle of rotation is a key parameter in motor fault diagnosis under varying speed conditions, and is usually measured by an optical encoder. However, the use of encoders is intrusive and in many scenarios its signal is difficult to access due to technical or commercial reasons. In this study, a novel rotation angle measurement method based on stray flux analysis is proposed and applied to bearing fault diagnosis of brushless direct-current (BLDC) motors. The measurement accuracy of the proposed method is comparable to that from an encoder. The developed method is flexible, noninvasive, and nondestructive. It is easy to implement and eliminates the need for long cables and access of the motor control system. The proposed method can be extended to the diagnosis of motor electrical and drive faults. If implemented with an Internet of Things (IoT) or a hand-held device, it can further improve the reliability of sensorless motor drive systems in industrial automation so as to meet Industry 4.0 requirements.

Publication DOI:
Divisions: College of Engineering & Physical Sciences > Aston Institute of Urban Technology and the Environment (ASTUTE)
College of Engineering & Physical Sciences > Power Electronics, Machines and Power System (PEMPS)
College of Engineering & Physical Sciences
Additional Information: © 2021 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. Funding: Open Project Program of the Traction Power State Key Laboratory of Southwest Jiaotong University; 10.13039/501100001809-National Natural Science Foundation of China.
Uncontrolled Keywords: BLDC motors,Bearing fault,fault diagnosis,rotation angle measurement,stray flux,vibration signal analysis,Energy Engineering and Power Technology,Electrical and Electronic Engineering
Publication ISSN: 1558-0059
Last Modified: 14 May 2024 07:24
Date Deposited: 27 May 2021 15:07
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Related URLs: https://ieeexpl ... ocument/9429931 (Publisher URL)
http://www.scop ... tnerID=8YFLogxK (Scopus URL)
PURE Output Type: Article
Published Date: 2021-12-01
Published Online Date: 2021-05-12
Accepted Date: 2021-05-01
Authors: Wang, Xiaoxian
Lu, Siliang
Cao, Wenping (ORCID Profile 0000-0002-8133-3020)
Xia, Min
Chen, Kang
Ding, Jianming
Zhang, Shiwu



Version: Accepted Version

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