基于多元数据融合的智能配电网调控管理系统研究与设计
Research and Design of Intelligent Distribution Network Management System Based on Multi-data Fusion
曾聪 1王淅蓉1
作者信息
- 1. 国网浙江省电力有限公司兰溪市供电公司,浙江 金华 321000
- 折叠
摘要
智能配电网是智能电网的重要组成部分,其调控管理面临海量多源异构数据融合应用的挑战.文章提出一种基于多元数据融合的智能配电网调控管理系统设计方案,通过数据采集、预处理、融合分析等环节,实现配电网运行状态的实时感知、故障智能诊断以及系统优化控制等功能.系统采用改进的状态估计算法、故障诊断模型、协同优化策略,较好地解决了配电网数据异构、实时分析与智能决策的难题.
Abstract
Smart distribution network is an important part of smart grid,and its regulation and management faces the challenge of massive multi-source heterogeneous data fusion application.A design scheme of intelligent distribution network regulation and management system based on multivariate data fusion is proposed.Through data acquisition,preprocessing,fusion analysis and other links,the functions of real-time perception of distribution network operation state,intelligent fault diagnosis and system optimization control are realized.The system adopts improved state estimation algorithm,fault diagnosis model and collaborative optimization strategy,which solves the problems of heterogeneous data,real-time analysis and intelligent decision-making in distribution network.
关键词
智能配电网/多元数据融合/状态估计Key words
intelligent distribution network/multi-dimensional data fusion/state estimation引用本文复制引用
出版年
2024
NETL
NSTL
万方数据