Paper Info
Title
Fault Diagnosis of Wind Turbine Gearbox Based on Vibration Data
Abstract
The development of wind power industry has a great influence on reducing the consumption of coal resources and the pollution to the environment. Under the circumstance of rapid economic development, using this kind of renewable clean energy has become increasingly significant. Operating in a tough environment, wind turbine systems may have various kinds of problems. The utilization of condition monitoring and fault diagnostic techniques can realize real-time monitoring of wind turbine systems to ensure the safety and stability of wind turbine operation and thus can reduce the cost in terms of both time and money. This paper introduces the possible faults during wind turbine operation with a particular focus on the gearbox part. As the core component of the wind power generation system, gearbox is of great significance to its stable operation. This paper also put forwards a fault diagnosis method of gearbox based on vibration signal obtained from a condition monitoring system and the method is evaluated and explained in a case study.
Year
DOI
Venue
2018
10.1109/ICEBE.2018.00045
2018 IEEE 15th International Conference on e-Business Engineering (ICEBE)
Keywords
Field
DocType
wind turbine, gearbox, condition monitoring, fault diagnosis
Transmission (mechanics),Data mining,Automotive engineering,Renewable energy,Computer science,Clean energy,Wind power generation,Condition monitoring,Turbine,Vibration,Wind power
Conference
ISBN
Citations 
PageRank 
978-1-5386-7993-7
0
0.34
References 
Authors
0
3
Name
Order
Citations
PageRank
Zeyuan Wang101.35
hongwei wang2368.68
Wei Liu337392.81