JOURNAL ARTICLE

Fault diagnosis for wind turbine gearbox based on wavelet analysis

Abstract

Based on wavelet transform of time-frequency multi-resolution analysis characteristic and the fault type of gearbox, the theoretical model of gear faults vibration signal was established from the perspective of dynamics. The method for fault diagnosis of wind turbine gearbox was proposed, and experiment was carried out to verify the effect of this diagnosis method. The results showed that this diagnosis method could effectively diagnose the partial damage failure of gears in gearbox.

Keywords:
Wavelet Fault (geology) Turbine Vibration Wavelet transform Condition monitoring Computer science Time–frequency analysis SIGNAL (programming language) Continuous wavelet transform Wind power Engineering Structural engineering Control theory (sociology) Acoustics Discrete wavelet transform Artificial intelligence Geology Computer vision Mechanical engineering

Metrics

5
Cited By
1.11
FWCI (Field Weighted Citation Impact)
8
Refs
0.83
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Fault Detection and Control Systems
Physical Sciences →  Engineering →  Control and Systems Engineering
Machine Fault Diagnosis Techniques
Physical Sciences →  Engineering →  Control and Systems Engineering
Engineering Diagnostics and Reliability
Physical Sciences →  Engineering →  Mechanics of Materials

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