Reseach Of Electricity Experiment Decision Support System Based On Data Mining

With the rapid development of computer technology,and its applied in various fields.At present,the power supply plant is still very backward in the management of power test work.The efficiency of the daily work is low,and the power equipment always fails and cannot guarantee the stable and safe operation of power system.Electric power test data is the precious wealth for equipment defect analysis,it should not remain in manual management,because a large number of paper test records have malpractice of easy to lose,not easy to inquire and to count.The experimental data of electricity digital has become an important research content for the sustainable development of enterprises,thus developing a power test decision support system based on data mining is very significance.The system takes advantage of the data warehouse,data mining and decision support system technology.According to user requirements,we has been detailed requirements analysis and system design,finally chosen k-means algorithm to analyze on power equipment defect,and provided valuable information for power supply plant manager.First of all,this system used the Microsoft SQL Server2008 to build a database,using Microsoft visual studio2010 as a development tool,select the C#language as a development language,the basic information management function of power test record is realized,improve the efficiency of the power supply plant and the automation of the office to manage power test data;Secondly,a large amount of data collected by the information system is integrated and converted into data warehouse to build a data warehouse based on power test.Finally,chosen Data mining algorithm to analyze on power equipment defect,and help the power plant electrical equipment managers found that a large amount of data hidden valuable information,timely grasp the running state of power equipment,and found the influencing factors of equipment malfunction,provided decision support for enterprise decision makers,ensured power system operation safely.According to new demand on power supply factory reform and equipment running status,and combined with the latest computer technology,we developed a power test decision support system based on data mining.Software management function is more close to the staff,the operation is more humanized and output can satisfy the powersupply plant regular demand for electric power test data analysis,report the summary data more comprehensive and quick,this system is designed to solve a lot of new problems above.