高 崇,唐俊熙,张俊潇,曹华珍,张道路.多元数据融合的智能配电网负荷分析预测管理系统[J].电测与仪表,2024,61(3):113-123. GAO Chong,TANG Junxi,ZHANG Junxiao,CAO Huazhen,ZHANG Daolu.Load Analysis and Forecast Management System of Smart Distribution Grid Based on Multivariate Data Source Aggregation[J].Electrical Measurement & Instrumentation,2024,61(3):113-123.
多元数据融合的智能配电网负荷分析预测管理系统
Load Analysis and Forecast Management System of Smart Distribution Grid Based on Multivariate Data Source Aggregation
This paper develops a smart distribution network load analysis and forecasting management system based on multivariate data aggregation for the application of multivariate big data in smart distribution networks in order to realize lean management, scientific prediction and rational planning of distribution networks. First, the general framework of the software system is designed; then, each functional module of the software system is developed and introduced; and finally, an application example of the software system is given. The system makes full use of the massive historical load data for load characteristic analysis, establishes load characteristic database and industry expansion information database, and realizes load management and maximum load prediction by matching information to new users. In addition, the system establishes a library of load forecasting method models, which can provide load forecasting functions in different dimensions, from the traditional regional load forecasting. Overall, the system has the features of interoperability of data links between functional modules, information support between different functions, and overall modular design concept, which can meet the daily application requirements of power grid enterprises.
