西北水电Issue(4)：123-129,7.DOI:10.3969/j.issn.1006-2610.2025.04.021
海上光伏电站智慧运维一体化平台研究及应用
Research and Application of Integrated Intelligent Operation and Maintenance Platform for Offshore Photovoltaic Power Plants
摘要
Abstract
To address the operation and maintenance(O&M)challenges of offshore photovoltaic power plants in complex marine environ-ments,and to improve equipment reliability and power generation efficiency,this study analyzes the challenges faced by offshore photovol-taic O&M,such as harsh environments,high technical difficulty,and high costs.Based on technologies including the Internet of Things(IoT),big data,digital twins,and AIS fusion monitoring,an integrated intelligent O&M platform for offshore photovoltaic power plants is constructed and verified in a certain offshore photovoltaic power plant project.The results show that the platform achieves an equipment error rate of less than 2%,a fault early warning accuracy of 92%,and a 20%reduction in O&M costs.It has also successfully 预警(early-warned)fishing vessel anchor damage incidents.The platform effectively solves the limitations of traditional O&M modes,realizes real-time monitoring of equipment status,accurate fault diagnosis,intelligent O&M management,and multi-dimensional data analysis and optimization.It significantly reduces O&M costs and improves power generation efficiency,providing technical support for the large-scale development of offshore photovoltaics.关键词
海上光伏/智慧运维/数字孪生/多维数据融合Key words
offshore photovoltaics/intelligent operation and maintenance/digital twin/multi-dimensional data fusion分类
信息技术与安全科学引用本文复制引用
袁博,李招招,宋璇,辛存..海上光伏电站智慧运维一体化平台研究及应用[J].西北水电,2025,(4):123-129,7.基金项目
国家重点研发计划项目(2023YFF0905500) （2023YFF0905500）
