Improved maintenance strategy for the wind turbine system under operating and climatic conditions

H. Zied, R. Nidhal, Kammoun Mohamed Ali, Bouzouba Maryem
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Abstract

This paper studies and proposes a novel joint policy of production, imperfect and priority maintenance for a wind turbine system connected to battery storage and supply grid. The failure rate of wind farm is closely related to production rate and working time. The objective of this paper is to establish an economical energy production and imperfect maintenance plans minimizing the various costs incurred, taking into account the electricity demand variation, uncertainty of wind velocity, and the service level. The proposed maintenance strategy based on the priority and selective maintenance actions aims to choose the priority components for maintenance, while minimizing the total maintenance cost and ensuring a minimum reliability level for the wind turbine system. To achieve the latter goal, we formulate the reliability model of the wind turbine components by considering the influence of operating and environmental conditions. Numerical examples and sensitivity analyzes are presented to illustrate the significance and the effectiveness of the proposed methodology.
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改进了风机系统在运行和气候条件下的维护策略
研究并提出了一种新型的并网风电系统生产、不完善和优先维护的联合策略。风电场的故障率与生产率和工作时间密切相关。本文的目标是在考虑电力需求变化、风速的不确定性和服务水平的情况下,建立一个经济的能源生产和不完善的维护计划,使各种成本最小化。提出的基于优先维护和选择性维护的维护策略,旨在选择优先维护的部件,同时使风电系统的总维护成本最小化,并保证系统的可靠性处于最低水平。为实现后一个目标,我们建立了考虑运行条件和环境条件影响的风力机部件可靠性模型。数值算例和灵敏度分析说明了该方法的意义和有效性。
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来源期刊
CiteScore
4.50
自引率
19.00%
发文量
81
审稿时长
6-12 weeks
期刊介绍: The Journal of Risk and Reliability is for researchers and practitioners who are involved in the field of risk analysis and reliability engineering. The remit of the Journal covers concepts, theories, principles, approaches, methods and models for the proper understanding, assessment, characterisation and management of the risk and reliability of engineering systems. The journal welcomes papers which are based on mathematical and probabilistic analysis, simulation and/or optimisation, as well as works highlighting conceptual and managerial issues. Papers that provide perspectives on current practices and methods, and how to improve these, are also welcome
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