Stator Interturn Fault Detection in BLDC Motors: A Signal-Processing-Based Method

被引:0
作者
Jarrahi, Mohammad Amin [1 ]
Jafari, Ahmad [2 ]
Abolghasemi, Vahid [1 ]
Faiz, Jawad [2 ]
机构
[1] Univ Essex, Sch Comp Sci & Elect Engn CSEE, Colchester CO4 3SQ, England
[2] Univ Tehran, Coll Engn, Sch Elect & Comp Engn, Tehran 143957131, Iran
关键词
Motors; Indexes; Fault detection; Accuracy; Probes; Transforms; Protection; Fluctuations; Stators; Power harmonic filters; Sensor applications; brushless direct current (BLDC) motors; cumulative sum; fault detection; Savitzky-Golay (SG) filter; signal processing;
D O I
10.1109/LSENS.2025.3555389
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In this letter, we present a signal-processing-based method for detecting stator interturn faults in brushless direct current (BLDC) motors. Utilizing current probes as measurement sensors, the proposed approach starts by transforming the current waveforms into a synchronous rotating reference frame (dq-axis) using the Park transformation matrix. Faults are then identified through a combination of the Savitzky-Golay smoothing filter, a modified cumulative-sum method, and a novel ratio-based index. The proposed technique is both simple and efficient, demonstrating high adaptability to various BLDC motor conditions without requiring changes to its threshold settings. The method is evaluated using current signals collected from a laboratory BLDC motor test bench. Experimental results confirm its high speed and accuracy. In addition, a comparative analysis with other similar methods highlights the effectiveness and robustness of the proposed approach across different operating scenarios.
引用
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页数:4
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