Broken Rotor Bar Fault Detection of Induction Machine Based on Rectified Orthogonal Axes of Stator Current

被引:2
作者
Hajnayeb, Saeed [1 ]
Marzebali, Mohammad Hoseintabar [1 ]
Abolghasemi, Vahid [2 ]
Faiz, Jawad [3 ]
机构
[1] Shahrood Univ Technol, Fac Elect Engn, Semnan 3619995161, Iran
[2] Univ Essex, Sch Comp Sci & Elect Engn, Colchester CO4 3SQ, England
[3] Univ Tehran, Sch Elect & Comp Engn, Coll Engn, Tehran 1417466191, Iran
关键词
Broken rotor bar (BRB) fault detection; fault diagnosis; induction motor (IM); motor current signal analysis; CURRENT SIGNATURE ANALYSIS; 3RD-ORDER ENERGY OPERATOR; LINE-START; DIAGNOSIS; MOTOR;
D O I
10.1109/TIM.2024.3476552
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 induction machines (IMs), the characteristic frequency of broken rotor bars (BRBs) shows modulations by the fundamental frequency, appearing as sidebands in the motor current signature, and often suffering from frequency leakage. This leakage can obscure fault components, potentially leading to catastrophic motor failure. Effective frequency demodulation must separate fault frequency sidebands from the fundamental frequency, eliminate nearby harmonics, and maintain the fault characteristic amplitude while considering the number of measured phases. To address these challenging tasks, we propose a novel method based on the rectified orthogonal axis technique (ROAT), applied to the stator current. The proposed method preserves the amplitudes of the fault characteristic frequency while transferring the energy of the fundamental frequency to the dc value and the fourth harmonic of the supply frequency (4fs). This frequency shift is crucial for fault diagnosis in inverter-fed IMs, particularly at low speeds. Our extensive simulations and experiments on motors with several BRBs under single- and three-phase conditions demonstrate the high efficiency and performance of the proposed approach.
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页数:13
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