DocumentCode
3508788
Title
The combined use of the instantaneous fault frequency evolution and frequency sliding for advanced rotor fault diagnosis in DFIM under time-varying condition
Author
Gritli, Y. ; Stefani, A. ; Chatti, A. ; Rossi, C. ; Filippetti, F.
Author_Institution
Nat. Inst. of Appl. Sci. & Technol. - INSAT, Tunis, Tunisia
fYear
2009
fDate
3-5 Nov. 2009
Firstpage
3471
Lastpage
3476
Abstract
The paper introduces a new monitoring and diagnostic technique for the detection of rotor electrical faults in Doubly Fed Induction Machine (DFIM) for wind power systems. Operating in aggressive environments, with plans onshore or offshore, the detection of anomalies at an incipient stage is a crucial step to decide about the operating continuity of the machines. Discrete Wavelet Transform (DWT) with High Multiresolution Analysis (HMRA) of stator currents is here proposed in order to detect rotor faults. The instantaneous fault frequency evolution (IFFE) and frequency sliding (FS) are proposed for improving the ability of DWT in extracting the contribution of each left side harmonic dynamically over time. Moreover the mean power at different resolution levels was introduced as a diagnostic index for fault quantification. Simulations and experimental results show the effectiveness of this new method in discriminating healthy from faulty rotor in time-varying operating condition.
Keywords
discrete wavelet transforms; fault diagnosis; induction motors; rotors; wind power plants; wind turbines; advanced rotor fault diagnosis; anomalies detection; condition monitoring; discrete wavelet transform; doubly fed induction machine; fault quantification; frequency sliding; high multiresolution analysis; instantaneous fault frequency evolution; rotor electrical fault detection; stator currents; time-varying condition; wind power systems; wind turbines; Condition monitoring; Discrete wavelet transforms; Electrical fault detection; Fault diagnosis; Frequency; Induction machines; Multiresolution analysis; Stators; Wavelet analysis; Wind energy; Doubly Fed Induction Machine; rotor fault; time-varying conditions; wavelet decomposition;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Electronics, 2009. IECON '09. 35th Annual Conference of IEEE
Conference_Location
Porto
ISSN
1553-572X
Print_ISBN
978-1-4244-4648-3
Electronic_ISBN
1553-572X
Type
conf
DOI
10.1109/IECON.2009.5415177
Filename
5415177
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