Energy supply and demand analysis and prediction platform based on big data application

Abstract

The invention provides an energy supply and demand analysis and prediction platform based on big data application. The platform comprises a basic database management module for storing a business database, an economic database, a meteorological database and an industrial database; a power demand prediction module used for counting the change characteristics of the electric quantity and electric load indexes and reasonably predicting and analyzing the influence on monthly electric quantity indexes; and a regional energy economy analysis module used for data variable setting, data modification,data storage, data operation model and visual display. According to the invention, complex prediction work is simplified into simple system operation of a single person from a large amount of originalmanual collection, arrangement, calculation and analysis processes. According to the invention, scene construction is carried out based on a full-service data center, in order to adapt to a new situation faced by energy supply and demand analysis and prediction work, the influence of factors such as economy and society on energy demands is fully considered, multi-dimensional mass data is comprehensively utilized, and an energy supply and demand analysis and prediction platform application scene is developed.

Description

technical field [0001] The invention relates to the technical field of data analysis, in particular to an energy supply and demand analysis and prediction platform based on big data applications. Background technique [0002] After the construction of SG186 project and SG-ERP system, an integrated enterprise-level information system has been built to meet the management needs of various majors, the construction of four major data centers has been completed, unified data sharing and business integration have been achieved, and a large amount of production operation and management has been accumulated. data. In 2016, it undertook the task of promoting the big data platform of State Grid Corporation, initially built an enterprise-level big data platform, and comprehensively promoted the construction of public data resource pools, providing favorable conditions for centralized sharing, analysis and utilization of data. At the same time, in order to solve the problems of insuffi...

AI Technical Summary

Problems solved by technology

At the same time, in order to solve the problems of insufficient inter-professional business collaboration and information sharing, data input from multiple sources, data accuracy and real-time performance are not strong, data is repeatedly extracted, redundant storage, and low quality; however, in terms of data analysis and use, there are problems There is a lot of room for improvement, there are obvious shortcomings in data use and data analysis, and there are still many deficiencies in the analysis methods. Manual collection and manual analysis are often used to carry out power grid planning research work

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