Abstract
A multi-physical time- and frequency-domain fault detection and isolation (FDI) method for power-electronic converters (PECs) of wind turbines is presented in this paper, with focus on open-circuit faults and the doubly-fed induction generator (DFIG) drivetrain topology. In order to reduce the risk of false alarms, the proposed approach combines fault indicators based on time- and frequency-domain analysis of the electrical signals, as well as frequency-domain analysis of vibration signals. The effectiveness of the method is illustrated on test bench data recorded in different healthy and faulty operating modes.
| Original language | English |
|---|---|
| Article number | 9184957 |
| Pages (from-to) | 3793-3802 |
| Number of pages | 10 |
| Journal | IEEE Transaction on Power Electronics |
| Volume | 36 |
| Issue number | 4 |
| DOIs | |
| Publication status | Published - Apr 2021 |
Bibliographical note
Publisher Copyright:© 2020 IEEE.
Copyright:
Copyright 2020 Elsevier B.V., All rights reserved.
Keywords
- Condition monitoring
- semiconductor reliability
- DFIG
- wind turbines
- open-circuit faults
- fault diagnostic and isolation
- power electronic converter