Wavelet Transform Based Fault Identification and Reconfiguration for a Reduced Switch Multilevel Inverter Fed Induction Motor Drive

被引:5
作者
Veerendra, Arigela Satya [1 ]
Shah, Akeel A. [1 ]
Mohamed, Mohd Rusllim [2 ]
Sekhar, Chavali Punya [3 ]
Leung, Puiki [1 ]
机构
[1] Chongqing Univ, MOE, Key Lab Low Grade Energy Utilizat Technol & Syst, Chongqing 400030, Peoples R China
[2] Univ Malaysia Pahang, Coll Engn, Kuantan 26300, Pahang, Malaysia
[3] Acharya Nagarjuna Univ, Dept Elect & Elect Engn, NH16, Guntur 522510, Andhra Pradesh, India
关键词
multilevel inverter; induction motor drive; discrete wavelet transform; multiresolution analysis; feature extraction methodology; CLAMPED INVERTER; MODULATION; DIAGNOSIS; SYSTEM; PWM;
D O I
10.3390/electronics10091023
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The multilevel inverter-based drive system is greatly affected by several faults occurring on switching elements. A faulty switch in the inverter can potentially lead to more losses, extensive downtime and reduced reliability. In this paper, a novel fault identification and reconfiguration process is proposed by using discrete wavelet transform and auxiliary switching cells. Here, the discrete wavelet transform exploits a multiresolution analysis with a feature extraction methodology for fault identification and subsequently for reconfiguration. For increasing the reliability, auxiliary switching cells are integrated to replace faulty cells in a proposed reduced-switch 5-level multilevel inverter topology. The novel reconfiguration scheme compensates open circuit and short circuit faults. The complexity of the proposed system is lower relative to existing methods. This proposed technique effectively identifies and classifies faults using the multiresolution analysis. Furthermore, the measured current and voltage values during fault reconfiguration are close to those under healthy conditions. The performance is verified using the MATLAB/Simulink platform and a hardware model.
引用
收藏
页数:17
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