Review of Fault Diagnosis and Health Monitoring for Wind Power Equipment

被引:9
|
作者
Chen X. [1 ]
Guo Y. [1 ]
Xu C. [1 ]
Shang H. [1 ]
机构
[1] State Key Laboratory for Manufacturing Systems Engineering, Xi'an Jiaotong University, Xi'an
关键词
Composite; Fault diagnosis; Gearbox; Generator; Health monitoring; Wind turbine;
D O I
10.3969/j.issn.1004-132X.2020.02.004
中图分类号
学科分类号
摘要
The development status of fault diagnosis and health monitoring of the three major components of wind turbine drive chain, namely composite blade, gearbox and generator, were reviewed.The research status and methods in this field were also summarized. The main fault characteristics, fault forms and diagnosis difficulties of composite blades, gearboxes and generators in wind power equipment were summarized, and the existing fault diagnosis and health monitoring methods for the three components were also systematically presented and compared. Finally, the development direction of this field was prospected. © 2020, China Mechanical Engineering Magazine Office. All right reserved.
引用
收藏
页码:175 / 189
页数:14
相关论文
共 117 条
  • [1] Chu S., Majumdar A., Opportunities and Challenges for a Sustainable Energy Future, Nature, 488, 7411, pp. 294-303, (2012)
  • [2] Chen X., Yan R., Liu Y., Et al., Wind Turbine Condition Monitoring and Fault Diagnosis in China, IEEE Instrumentation & Measurement Magazine, 19, 2, pp. 22-28, (2016)
  • [3] Tautz-Weinert J., Watson S.J., Using SCADA Data for Wind Turbine Condition Monitoring: a Review, IET Renewable Power Generation, 11, pp. 382-394, (2017)
  • [4] Su C., Hu Z., Reliability Assessment for Chinese Domestic Wind Turbines Based on Data Mining Techniques, Wind Energy, 21, pp. 198-209, (2018)
  • [5] Hirth L., Muller S., System-friendly Wind Power How Advanced Wind Turbine Design Can Increase the Economic Value of Electricity Generated through Wind Power, Energy Economics, 56, pp. 51-63, (2016)
  • [6] Overview of National Wind Power Equipment Operation Quality Survey in 2012, Wind Energy, 9, pp. 37-45, (2013)
  • [7] Gui Y., Han Q., Li Z., Et al., The Fault Diagnosis of Cracks in the Planetary Gear System of Wind Turbine, Journal of Vibration, Measurement & Diagnosis, 1, pp. 169-175, (2016)
  • [8] Yang B.Y., Liu R.N., Chen X.F., Fault Diagnosis for Wind Turbine Generator Bearing via Sparse Representation and Shift-invariant K-SVD, IEEE Transactions on Industrial Informatics, 13, 3, pp. 1321-1331, (2017)
  • [9] Yazidi A., Capolino G.A., Filippetti F., Et al., A New Monitoring System for Wind Turbines with Doubly-fed Induction Generators, 2006 IEEE Mediterranean Electrotechnical Conference, pp. 1142-1145, (2006)
  • [10] Sorensen B.F., Jorgensen E., Debel C.P., Et al., Improved Design of Large Wind Turbine Blade of Fibre Composites Based on Studies of Scale Effects (Phase 1): Summary Report, (2004)