Reliability model and maintenance cost optimization of wind-photovoltaic hybrid power systems

IF 9.4 1区 工程技术 Q1 ENGINEERING, INDUSTRIAL Reliability Engineering & System Safety Pub Date : 2024-11-19 DOI:10.1016/j.ress.2024.110673
Chao Zhang , Qi Zeng , Hongyan Dui , Rentong Chen , Shaoping Wang
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Abstract

Power systems are becoming the backbone for replacing fossil energy sources in powering human life, including wind, solar, hydropower, and nuclear energy. However, a power system is intermittent, while the integration of multiple systems allows to reduce the impact of intermittency and to increase the reliability. This paper studies the wind-photovoltaic hybrid power system and its complementary strategy and maintenance cost under different failure modes and scenarios. A reliability model of the wind-photovoltaic power system is developed based on the critical wind turbine components and the topological structure of photovoltaic (PV) systems. A maintenance cost model is then derived while considering the corrective maintenance and preventive maintenance. Afterward, a maintenance optimization model is developed while incorporating some strategies of energy complementarity. Finally, a case study in Zhejiang Province, China is adopted to verify the efficiency of the proposed method, the minimum number for proper work of the PV power subsystem, and the energy complementarity between wind and PV power system.
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风电-光伏混合动力系统可靠性模型及维护成本优化
电力系统正在成为替代化石能源为人类生活提供动力的支柱,包括风能、太阳能、水电和核能。然而,一个电力系统是间歇性的,而多个系统的集成可以减少间歇性的影响,提高可靠性。本文研究了不同故障模式和场景下的风光伏混合发电系统及其互补策略和维护成本。基于风电机组关键部件和光伏系统拓扑结构,建立了风电光伏发电系统可靠性模型。在此基础上,建立了考虑纠正性维修和预防性维修的维修成本模型。在此基础上,结合能源互补策略,建立了维修优化模型。最后,以中国浙江省为例,验证了所提方法的有效性、光伏发电分系统正常工作的最小数量以及风电与光伏发电系统的能量互补性。
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来源期刊
Reliability Engineering & System Safety
Reliability Engineering & System Safety 管理科学-工程:工业
CiteScore
15.20
自引率
39.50%
发文量
621
审稿时长
67 days
期刊介绍: Elsevier publishes Reliability Engineering & System Safety in association with the European Safety and Reliability Association and the Safety Engineering and Risk Analysis Division. The international journal is devoted to developing and applying methods to enhance the safety and reliability of complex technological systems, like nuclear power plants, chemical plants, hazardous waste facilities, space systems, offshore and maritime systems, transportation systems, constructed infrastructure, and manufacturing plants. The journal normally publishes only articles that involve the analysis of substantive problems related to the reliability of complex systems or present techniques and/or theoretical results that have a discernable relationship to the solution of such problems. An important aim is to balance academic material and practical applications.
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