Multi-reliability index evaluation and maintenance period optimization method of wind turbine considering failure correlation

被引：0

作者：

Wang, Haipeng ^{[1
]}

Li, Kaiwen ^{[1
]}

Liu, Zixuan ^{[1
]}

Li, Ruijie ^{[1
]}

He, Yuling ^{[1
,2
]}

Tang, Guiji ^{[1
]}

机构：

[1] Department of Mechanical Engineering, North China Electric Power University

来源：

Eksploatacja i Niezawodnosc | 2025年 / 27卷 / 03期

基金：

中国国家自然科学基金;

关键词：

failure correlation; maintenance period optimization; reliability evaluation; sequential Monte Carlo; wind turbine;

D O I：

10.17531/ein/201338

中图分类号：

学科分类号：

摘要：

A multi-reliability index evaluation and maintenance period optimization method of wind turbine considering failure correlation is proposed to address the problems that the most existing reliability evaluation methods of wind turbine fail to consider the failure correlation among system components and often rely on a single reliability index to conduct reliability evaluation. Firstly, considering the failure correlation among system components, the reliability model of wind turbine and its comprehensive reliability model for component are established. Secondly, based on the sequential Monte Carlo simulation, a multi-reliability index evaluation method of wind turbine considering failure correlation and maintenance combination strategy is presented. Moreover, the maintenance period optimization method of wind turbine is proposed by using the unit time cost as the objective function. Finally, the effectiveness of the proposed method is verified through example analysis. © 2025, Polish Academy of Sciences Branch Lublin. All rights reserved.

引用

共 37 条

[1]

Algolfat A, Wang WZ, Albarbar A., Damage identification of wind turbine blades-a brief review, Journal of Dynamics, Monitoring and Diagnostics, 2, 3, pp. 198-206, (2023)

[2]

Fan QX, Jiang MH, Xu S., Technical systems of advanced ultra-supercritical coal-fired power units under the carbon neutralization target, Proceedings of the CSEE, 44, 18, pp. 7167-7177, (2024)

[3]

Pang B, Zhou ZY, Qi XF, Zheng HS., Analysis of vibration characteristics of inter-turn short circuit fault of double-fed asynchronous wind turbine generator rotor, Journal of Hebei University (Natural Science Edition), 44, 1, pp. 9-16, (2024)

[4]

Hu ZY, Gao BT, Zhang L, Wang WZ, Pan SK., Bidirectional support capability analysis and adaptive inertial control strategy of wind turbine, Transactions of China Electrotechnical Society, 38, 19, pp. 5224-5240, (2023)

[5]

Zhu YC, Zhu CC, Song CS, Li Y, Chen X, Yong B., Improvement of reliability and wind power generation based on wind turbine real-time condition assessment, International Journal of Electrical Power and Energy Systems, 11, pp. 344-354, (2019)

[6]

Mareike L, Athanasios K., Reliability-based design optimization of a spar-type floating offshore wind turbine support structure, Reliability Engineering & System Safety, 213, (2021)

[7]

Li Y, Coolen PF, Zhu CC, Tan JJ., Reliability assessment of the hydraulic system of wind turbine based on load-sharing using survival signature, Renewable Energy, 153, pp. 766-776, (2020)

[8]

Song YP, Biswajit B, Zhang ZL, Sorensen JD, Li J, Chen JB., Dynamic reliability analysis of a floating offshore wind turbine under wind-wave joint excitations via probability density evolution method, Renewable Energy, 168, pp. 991-1014, (2021)

[9]

Duan GZ, Qin WP, Lei D, Li SW, Shi JJ., Wind turbine reliability analysis considering operating environment, Acta Energiae Solaris Sinica, 41, pp. 150-158, (2020)

[10]

Chen F, Wei ZN, Zhang XL, Liu HT, Li J., Reliability modeling of wind farms incorporating correlation between wind speed and failure of wind turbine and its application, Proceedings of the CSEE, 36, 11, pp. 2900-2908, (2016)

← 1 2 3 4 →