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The Research And Application Of Data Mining Based On The Abnormal Line Loss In Electricity Information Collection System

Posted on:2017-05-10Degree:MasterType:Thesis
Country:ChinaCandidate:W GuoFull Text:PDF
GTID:2322330488988227Subject:Electrical engineering
Abstract/Summary:PDF Full Text Request
Line loss rate can reflect the quality of the power grid running state and the level of grid management and operation. Reducing line loss rate is an efficient way to guarantee the quality of the power, construct green power grid and achieve loss reduction. Currently management loss is the main factor causing high line loss rate. Therefore the timely use of information collection system user electric energy data acquisition, real-time monitoring user power status and data handling exceptions, has far-reaching implications for loss reduction efficiency. Information collection system has the function of releasing the grid information,monitoring distributed energy and information and interactive features such as intelligent electrical equipment, real-time online monitoring and gathering customer load, power,voltage and other important information. Information collection system exerts a lot of data mining capabilities, develops an effective management plan, and works out technical measures for line loss for effective control and management, making electricity economic indicators reach the advanced level.Combining with power user information collection system and line loss analysis platform can fully reflect the management level of power supply enterprise, while the introduction of the information collection technology to line loss management can make the grid problem of information technology resolved, having strong feasibility and practicality,that determines the future development trend of line loss management in smart green grid.Pushing the line loss management from the result management to process management can improve the efficiency of the power supply operation and management level.This article mainly introduced the main content and basic overview about the line loss management system based on electricity information acquisition system, building the hardware and software platform based on the information collection and line loss management system by using the data mining algorithms, to analyse and summarize the factors of line loss, large area line loss. Because Data from line loss management of electricity information collection system of data acquisition is inaccurate or inadequate,the paper increases the collection terminal device, collecting enough data for analysis, so as to realize electricity information acquisition and line loss analysis system for real-time monitoring. Finally this article supply the application cases in view of the high damage and damage area two aspects of the comprehensive control analysis.
Keywords/Search Tags:Line loss rate, Electricity information collection system, Loss abnormal, Data mining
PDF Full Text Request
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