Reliability analysis of wind turbine gearbox based on the optimal confidence limit method | |
An, Zong-Wen1; Xu, Jie1; Zhang, Xiao-Ling2 | |
2014-12-31 | |
发表期刊 | Journal of Donghua University (English Edition) |
ISSN | 16725220 |
卷号 | 31期号:6页码:839-842 |
摘要 | Based on the zero-failure data of 30 Chinese 1.5 MW wind turbine gearboxes (WTGs), the optimal confidence limit method was developed to predict the reliability and reliability lifetime of WTG. Firstly, Bayesian method and classical probability estimation method were introduced to estimate the value interval of shape parameter considering the engineering practice. Secondly, taking this value interval into the optimal confidence limit method, the reliability and reliability lifetime of WTG could be obtained under different confidence levels. Finally, the results of optimal confidence limit method and Bayesian method were compared. And the comparison results show that the rationality of this estimated range. Meantime, the rule of confidence level selection in the optimal confidence limit method is provided, and the reliability and reliability lifetime prediction of WTG can be acquired. Copyright © 2014 Editorial Department of Journal of Donghua University. All rights reserved. |
关键词 | Bayesian networks Reliability Wind turbines Classical probabilities Comparison result Confidence levels Confidence limit Engineering practices Lifetime prediction Wind turbine gearboxes Zero failure data |
收录类别 | EI |
语种 | 英语 |
出版者 | Editorial Board of Journal of Dong Hua University |
EI入藏号 | 20152100871715 |
EI主题词 | Reliability analysis |
EI分类号 | 421 Strength of Building Materials ; Mechanical Properties - 615.8 Wind Power (Before 1993, use code 611 ) - 913 Production Planning and Control ; Manufacturing - 921.4 Combinatorial Mathematics, Includes Graph Theory, Set Theory |
来源库 | Compendex |
分类代码 | 421 Strength of Building Materials; Mechanical Properties - 615.8 Wind Power (Before 1993, use code 611 ) - 913 Production Planning and Control; Manufacturing - 921.4 Combinatorial Mathematics, Includes Graph Theory, Set Theory |
文献类型 | 期刊论文 |
条目标识符 | https://ir.lut.edu.cn/handle/2XXMBERH/113324 |
专题 | 机电工程学院 |
作者单位 | 1.School of Mechatronics Engineering, Lanzhou University of Technology, Lanzhou, China; 2.School of Mechatronics Engineering, University of Electronic Science and Technology of China, Chengdu, China |
第一作者单位 | 兰州理工大学 |
第一作者的第一单位 | 兰州理工大学 |
推荐引用方式 GB/T 7714 | An, Zong-Wen,Xu, Jie,Zhang, Xiao-Ling. Reliability analysis of wind turbine gearbox based on the optimal confidence limit method[J]. Journal of Donghua University (English Edition),2014,31(6):839-842. |
APA | An, Zong-Wen,Xu, Jie,&Zhang, Xiao-Ling.(2014).Reliability analysis of wind turbine gearbox based on the optimal confidence limit method.Journal of Donghua University (English Edition),31(6),839-842. |
MLA | An, Zong-Wen,et al."Reliability analysis of wind turbine gearbox based on the optimal confidence limit method".Journal of Donghua University (English Edition) 31.6(2014):839-842. |
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