舰船电子工程2025，Vol.45Issue(2)：165-171,7.DOI:10.3969/j.issn.1672-9730.2025.02.034
基于云模型和模糊综合的光伏系统健康状态评估
Health Assessment of Photovoltaic System Based on Cloud Model and Fuzzy Synthesis
摘要
Abstract
In order to solve the problem of comprehensive evaluation of the health state of photovoltaic system,this paper pro-poses a method of health assessment of photovoltaic system based on cloud model and fuzzy comprehensive evaluation based on the operation data of photovoltaic system.Firstly,a comprehensive evaluation index system is established based on the photovoltaic op-eration data,and then the evaluation set of the operating status of the photovoltaic system is determined based on the health manage-ment theory,and the evaluation factors are comprehensively weighted by combining the subjective and objective weighting and vari-able weighting theory,and the fuzzy membership degree is established by combining the cloud model,and finally the fuzzy evalua-tion method is used to evaluate the operation status of the system.The case analysis shows that the proposed model and method can accurately identify and respond to the abnormal operation state of the photovoltaic system,and improve the monitoring ability of the health status of the photovoltaic system.关键词
光伏系统/云模型/模糊综合评估/健康状态/运行数据Key words
photovoltaic system/cloud model/fuzzy synthetic evaluation/health status/operation data分类
数理科学引用本文复制引用
蔺思玮,徐志科..基于云模型和模糊综合的光伏系统健康状态评估[J].舰船电子工程,2025,45(2):165-171,7.基金项目
国家自然科学基金项目(编号:51777029)资助. （编号:51777029）
