Diagnosis of Broken Bars in V/F Control Induction Motor Drive Using Wavelets and EEV Estimation for Electric Vehicle Applications

被引：4
|
作者：
Ramu, Senthil Kumar [1 ]
Irudayaraj, Gerald Christopher Raj [2 ]
Devarajan, Gunapriya [3 ]
Indragandhi, V [4 ]
Subramaniyaswamy, V [5 ]
Alaric, J. Sam [6 ]
机构：
[1] Sri Krishna Coll Technol, Dept Elect & Elect Engn, Coimbatore 641042, Tamil Nadu, India
[2] PSNA Coll Engn & Technol, Dept Elect & Elect Engn, Dindigul 624622, India
[3] Sri Eshwar Coll Engn, Dept Elect & Elect Engn, Coimbatore 641202, Tamil Nadu, India
[4] Vellore Inst Technol, Sch Elect Engn, Vellore 632014, Tamil Nadu, India
[5] SASTRA Deemed Univ, Sch Comp, Thanjavur 613401, India
[6] Wollega Univ, Dept Elect & Comp Engn, Nekemte, Ethiopia
来源：
INTERNATIONAL TRANSACTIONS ON ELECTRICAL ENERGY SYSTEMS | 2022年 / 2022卷
关键词：
FAULT; HILBERT; MACHINE;
D O I：
10.1155/2022/9474640
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：
The induction motor (IM) defect diagnosis has been an important field of research in recent years. The development in control circuits for IM has piqued the interest of industrialists and researchers. This paper presents a method for detecting and quantifying broken rotor bar (BRB) faults via wavelets and energy Eigen value (EEV) estimation in voltage/frequency control-fed IM. The fast Fourier transform (FFT) extracts the signal's amplitude and frequency components, while the discrete wavelet transform (DWT) decomposes it. In this paper, the energy estimation for each level of breakdown and the method to overcome the diagnose faults are explained. The EEV of the motor current of the signal determines the fault's severity and provides a better method for identifying the faults. The usage of a single current sensor is a gain of this technology. With a fluctuating load, we can identify the issue and the number of broken bars via online. After processing of DWT, the faulty BRB's stator current signal is suppressed to 91% in amplitude when compared to existing techniques. Simulation and experimental results have proved that the proposed method's stability, durability, and resilience.
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收藏
页数：13
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