基于多源数据融合的海上风电智慧运维技术研究
Intelligent Operation and Maintenance Technology for Offshore Wind Power Projects based on Multi-source Data Fusion
杨廷志 1姜巍 1罗友竣2
作者信息
- 1. 广西广投智能科技有限公司,广西 南宁 535000
- 2. 数字广西集团有限公司;广西 南宁 530000
- 折叠
摘要
多源数据融合从多数据源收集的数据更完整、准确和有价值,为智慧运维提供了有效的数据支撑.针对广西防城港海上风电A场址项目的开展,建议尽快破解海上风电的数据孤岛,进行多源融合大数据平台建设;探索多源数据创新,从架构、算法和应用等角度开展多源数据融合与相关智慧运维研究,对未来保证风电场安全、响应气候变化以及提高资源利用效率上具有重要价值和深远影响.
Abstract
Multi-source data fusion technique collects more complete,accurate and valuable data from various data sources,which provides effective data support for intelligent operation and maintenance.In the development of the off-shore wind power A-site project in Fangchenggang,Guangxi Province,it is suggested to break down the isolated data islands as soon as possible by the construction of the multi-source fusion big data platform,innovation in multi-source data,and research on multi-source data fusion and related intelligent operation and maintenance from the perspectives of the architecture,algorithms and applications.It is of great values and profound impact on the guarantee of the wind farm safety,the climate change responses,and improvement of the resource utilization efficiency in the future.
关键词
海上风电/多源数据融合/数据中台/状态监测/智慧运维Key words
offshore wind power/multi-source data fusion/data center/status monitoring/intelligent operation and maintenance引用本文复制引用
出版年
2024
NETL
NSTL
万方数据