典型文献
Time-of-use Pricing Model Considering Wind Power Uncertainty
文献摘要：
Large-scale new energy pressures on the grids bring challenges to power system's security and stability.In order to optimize the user's electricity consumption behavior and ease pressure,which is caused by new energy on the grid,this paper proposes a time-of-use price model that takes wind power uncertainty into account.First,the interval prediction method is used to predict wind power.Then typical wind power scenes are selected by random sampling and bisecting the K-means algorithm.On this basis,integer programming is used to divide the peak-valley period of the multi-scenes load.Finally,under the condition of many factors such as user response based on consumer psychology,user electricity charge and power consumption,this paper takes the peak-valley difference of equivalent net load and the user dissatisfaction degree as the goal,and using the NSGA-Ⅱ multi-objective optimization algorithm,evaluates the Pareto solution set to obtain the optimal solution.In order to test the validity of the model proposed in this paper,we apply it to an industrial user and wind farms in Yan'an city,China.The results show that the model can effectively ensure the user's electrical comfort while achieving the role of peak shaving and valley filling.
文献关键词：
中图分类号：
作者姓名：
Gang Zhang;Ye Yan;Kaoshe Zhang;Pingli Li;Meng Li;Qiang He;Hailiang Chao
作者机构：
State Key Lab-oratory of Eco-Hydraulics in Northwest Arid Region,Xi'an University of Technology,Xi'an 710048,China;Institute of Electrical Engineering,Xi'an University of Technology,Xi'an 710048,China;Shaanxi Gas Group New Energy Development Co.,Ltd,Xi'an 710016,China
文献出处：
引用格式：
[1]Gang Zhang;Ye Yan;Kaoshe Zhang;Pingli Li;Meng Li;Qiang He;Hailiang Chao-.Time-of-use Pricing Model Considering Wind Power Uncertainty)[J].中国电机工程学会电力与能源系统学报（英文版）,2022(04):1039-1047
A类：
dissatisfaction,shaving
B类：
Time,Pricing,Model,Considering,Wind,Power,Uncertainty,Large,scale,new,energy,pressures,grids,bring,challenges,power,system,security,stability,In,order,optimize,user,electricity,consumption,behavior,ease,which,caused,by,this,paper,proposes,price,model,that,takes,wind,uncertainty,into,account,First,interval,prediction,method,Then,typical,scenes,selected,random,sampling,bisecting,means,algorithm,On,basis,integer,programming,divide,peak,valley,period,multi,load,Finally,under,condition,many,factors,such,response,consumer,psychology,charge,difference,equivalent,net,degree,goal,using,NSGA,objective,optimization,evaluates,Pareto,solution,set,obtain,optimal,test,validity,proposed,apply,industrial,farms,Yan,China,results,show,can,effectively,ensure,electrical,comfort,while,achieving,role,filling
AB值：
0.581723
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