基于数据融合架构的可再生能源运行监测系统

Renewable Energy Operation Monitoring System Based on Data Fusion Architecture

为解决可再生能源运行数据管理效率,提出基于多源数据融合的新能源运行数据分析系统。分析了新能源调度运行数据特征,说明了数据融合流程,给出了数据网和结构。提出了系统总体架构,分析了系统的功能和区域性能源资源评估流程。结合平台功能设计了光伏发电、风力发电和负荷储能等能源形式的检测硬件系统。最后以实际工程论证了所提系统在数据管理方面的有效性。

To address the efficiency of renewable energy operation data management,a new energy operation data analysis system based on multi-source data fusion is proposed.The characteristics of new energy dispatch operation data are analyzed,the data fusion process is explained,and the data network and structure are provided.The overall architecture of the system is proposed,and its functions and regional energy resource evaluation process are analyzed.A hardware system based on platform functions for detecting energy forms such as photovoltaic power generation,wind power generation,and load energy storage has been designed.Finally,the effectiveness of the proposed system in data management is demonstrated through practical engineering.