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The Research And Design Of Data Mining Modelbased On The Analysis Of The Energy Efficiencytechnology

Posted on:2015-01-15Degree:MasterType:Thesis
Country:ChinaCandidate:L HanFull Text:PDF
GTID:2298330431481633Subject:Computer technology
Abstract/Summary:PDF Full Text Request
In order to meet the actual needs of various electric power enterprises,Using the technology of data warehouse and data mining, Design and develop is suitable for large generator power system efficiency analysis model,And the unit of energy efficiency of data mining and analysis using the model,For the data with efficiency scores between the contact,Predicting level of energy efficiency evaluation of the major power companies operating unit,Providing technical support for electric power enterprises in the energy-saving emission reduction, improve power supply efficiency。This analysis model using Microsoft SQL Server2008as the main tool to build data warehouse star model based on, Based on the2012major power plant energy efficiency benchmarking data analysis on the establishment of a data warehouse to energy efficiency as the theme, And the data extraction, cleaning, transforming and loading etc,The analysis model is established on the Analysis Services platform in SQL Server2008, The SQL Server Business Intelligence Development Studio (hereinafter referred to as SSBI) as the development tool, When a data mining model, Use of the algorithm and Microsoft algorithm of decision tree Microsoft association rules, The daily operation of the unit energy efficiency of data mining and analysis, Visual and the use of Studio.6.0as a development tool, The design of the display program interactive front-end Visual based on Basic language, Can be convenient and intuitive display of data mining results。The management of electric enterprises use this model may be closely associated with the energy efficiency of the unit operation data, Thus, the energy consumption level of the power generation efficiency of power plant units have an accurate assessment of the reasonable load adjustment, And through the arrangement of the set priority grid high energy efficiency, good energy saving and power, to enable enterprises to maximize economic benefits, social benefits maximization。...
Keywords/Search Tags:energy efficiency evaluation, data warehouse, data mining, association rules, decision tree
PDF Full Text Request
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