Design of User Demand Side Response System of Power Marketing System Based on Decision Tree Driving
In order to realize the effective management of user demand side response,a power marketing system user demand side response system based on decision tree driving is designed.The AT89C55 control chip is used in conjunction with the me-tering equipment to complete the perception and collection of electric energy data,and the collected data are transmitted to the application layer through the network layer;the application layer controls the user side demand response through the user de-mand response controller with the ATmega2560 chip as the core.The controller enables users to participate in load control through the mode generated by power integration;and after obtaining abnormal power users based on the classification of deci-sion tree driving,the optimization of user demand side response based on the fine-grained of particle swarms ensures the balance of supply and demand on the user side.The user demand side response to the control and transmits the control result to the in-teraction layer.The test results show that the system has a good screening effect for users with abnormal power consumption,can accurately obtain the results of the proportion of users with abnormal power consumption on the user side,and can present the user's demand response degree,power consumption results,and load changes on the user side.The average capacity on the demand side reponse of users has reached 1.5 MW,which meets the standard.
decision tree drivingpower marketing systemuser demand sideresponse systemresponse controllerabnormal electricity
万方数据
维普
