Induction motor broken rotor bar fault location detection through envelope analysis of start-up current using Hilbert transform

被引:84
|
作者
Abd-el-Malek, Mina [1 ,2 ]
Abdelsalam, Ahmed K. [3 ]
Hassan, Ola E. [1 ,4 ]
机构
[1] Alexandria Univ, Engn Math & Phys Dept, Fac Engn, Alexandria, Egypt
[2] Amer Univ, Math & Actuarial Sci Dept, Cairo, Egypt
[3] Arab Acad Sci & Technol, Coll Engn, Elect Engn Dept, Alexandria, Egypt
[4] Univ Sci & Technol, Zewail City Sci & Technol, Giza, Egypt
关键词
Induction Motor (IM); Broken rotor bar (BRB); Fault detection; Hilbert Transform (HT); Motor Current Signature Analysis (MCSA); SIGNATURE ANALYSIS; DIAGNOSIS; MACHINES;
D O I
10.1016/j.ymssp.2017.02.014
中图分类号
TH [机械、仪表工业];
学科分类号
0802 ;
摘要
Robustness, low running cost and reduced maintenance lead Induction Motors (IMs) to pioneerly penetrate the industrial drive system fields. Broken rotor bars (BRBs) can be considered as an important fault that needs to be early assessed to minimize the maintenance cost and labor time. The majority of recent BRBs' fault diagnostic techniques focus on differentiating between healthy and faulty rotor cage. In this paper, a new technique is proposed for detecting the location of the broken bar in the rotor. The proposed technique relies on monitoring certain statistical parameters estimated from the analysis of the start-up stator current envelope. The envelope of the signal is obtained using Hilbert Transformation (HT). The proposed technique offers non-invasive, fast computational and accurate location diagnostic process. Various simulation scenarios are presented that validate the effectiveness of the proposed technique. (C) 2017 Elsevier Ltd. All rights reserved.
引用
收藏
页码:332 / 350
页数:19
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