Performance Comparison of VSI Switches Faults Analysis Using STFT and S Transform
2015 ◽
Vol 785
◽
pp. 210-214
◽
Keyword(s):
Switches fault in power converter has become compelling issues over the years. To reduce cost and maintenance downtime, a good fault detection technique is an essential. In this paper, the performance of STFT and S transform techniques are analysed and compared for voltage source inverter (VSI) switches faults. The signal from phase current is represented in jointly time-frequency representation (TFR) to estimate signal parameters and characteristics. Then, the degree of accuracy for both STFT and S transform are determined by the lowest value of mean absolute percentage error (MAPE). The results demonstrate that S transform gives better accuracy compare to STFT and is suitable for VSI switches faults detection and identification system.
2015 ◽
Vol 752-753
◽
pp. 1164-1169
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2017 ◽
Vol 8
(1)
◽
pp. 1
Keyword(s):
2021 ◽
Vol 11
(5)
◽
pp. 2091-2096
Keyword(s):
2020 ◽
Vol 20
(1)
◽
pp. 1
Keyword(s):
2013 ◽
Vol 24
(04)
◽
pp. 1350017
◽
2014 ◽
Vol 05
(03)
◽
pp. 1450011