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A Fuzzy-Based Approach for the Diagnosis of Fault Modes in a Voltage-Fed PWM Inverter Induction Motor Drive
Open accessAbstract
This paper investigates the use of fuzzy logic for fault detection and diagnosis in a pulsewidth modulation voltage source inverter (PWM-VSI) induction motor drive. The proposed fuzzy technique requires the measurement of the output inverter currents to detect intermittent loss of firing pulses in the inverter power switches. For diagnosis purposes, a localization domain made with seven patterns is built with the stator Concordia current vector. One is dedicated to the healthy domain and the six others to each inverter power switch. The fuzzy bases of the proposed technique are extracted from the current analysis of the fault modes in the PWM-VSI. Experimental results on a 1.5-kW induction motor drive are presented to demonstrate the effectiveness of the proposed fuzzy approach.
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Cited by
Advances in Diagnostic Techniques for Induction Machines
Bellini, A., Filippetti, F., Tassoni, C., & Capolino, G.-A. (2008) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2008.2007527 · Cited by 1,140
A Literature Review of IGBT Fault Diagnostic and Protection Methods for Power Inverters
Lu, B., & Sharma, S. K. (2009) · IEEE Transactions on Industry Applications · doi:10.1109/tia.2009.2027535 · Cited by 985
An Overview of Artificial Intelligence Applications for Power Electronics
Zhao, S., Blaabjerg, F., & Wang, H. (2021) · IEEE Transactions on Power Electronics · doi:10.1109/tpel.2020.3024914 · Cited by 947
Survey of fault-tolerance techniques for three-phase voltage source inverters
Mirafzal, B. (2014) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2014.2301712 · Cited by 440
Estima, J. O., & Marques Cardoso, A. J. (2013) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2012.2188877 · Cited by 377
Metadata
- Authors
- Zidani, F., Diallo, D., Benbouzid, M. E. H., & Nait-Said, R.
- Venue
- IEEE Transactions on Industrial Electronics
- Published
- 2008
- Volume
- 55
- Issue
- 2
- Pages
- 586-593
- ISSN
- 0278-0046 (ISSN-L)
- OpenAlex
- W2130326526
- Cited by
- 335
- References
- 0
- FWCI
- 45.66
- Type
- journal article
- Language
- en
- Open access
- green
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- Zidani, F., Diallo, D., Benbouzid, M. E. H., & Nait-Said, R. (2008). A Fuzzy-Based Approach for the Diagnosis of Fault Modes in a Voltage-Fed PWM Inverter Induction Motor Drive. IEEE Transactions on Industrial Electronics. https://doi.org/10.1109/tie.2007.911951
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