International Journal of Power Electronics and Drive Systems (IJPEDS)
Vol 8, No 1: March 2017

An Evaluation of Linear Time Frequency Distribution Analysis for VSI Switch Faults Identification

M.F. Habban (Universiti Teknikal Malaysia Melaka)
M. Manap (Universiti Teknikal Malaysia Melaka)
A.R. Abdullah (Universiti Teknikal Malaysia Melaka)
M.H. Jopri (Universiti Teknikal Malaysia Melaka)
T. Sutikno (Universitas Ahmad Dahlan)



Article Info

Publish Date
01 Mar 2017

Abstract

This paper present an evaluation of linear time frequency distribution analysis for voltage source inverter system (VSI). Power electronic now are highly demand in industrial such as manufacturing, industrial process and semiconductor because of the reliability and sustainability. However, the phenomenon that happened in switch fault has become a critical issue in the development of advanced. This causes problems that occur study on fault switch at voltage source inverter (VSI) must be identified more closely so that problems like this can be prevented. The TFD which is STFT  and S-transform method are analyzed the switch fault of VSI.  To identify the VSI switches fault, the parameter of fault signal such as instantaneous of average current, RMS current, RMS fundamental current, total waveform distortion, total harmonic distortion and total non-harmonic distortion can be estimated from TFD. The analysis information are useful especially for industrial application in the process for identify the switch fault detection. Then the accuracy of both method, which mean STFT and S-transform are identified by the lowest value of mean absolute percentage error (MAPE). In addition, the S-transform gives a better accuracy compare with STFT and it can be implement for fault detection system.

Copyrights © 2017






Journal Info

Abbrev

IJPEDS

Publisher

Subject

Control & Systems Engineering Electrical & Electronics Engineering

Description

International Journal of Power Electronics and Drive Systems (IJPEDS, ISSN: 2088-8694, a SCOPUS indexed Journal) is the official publication of the Institute of Advanced Engineering and Science (IAES). The scope of the journal includes all issues in the field of Power Electronics and drive systems. ...