电工技术学报2017，Vol.32Issue(17)：67-74,8.DOI:10.19595/j.cnki.1000-6753.tces.L70436
考虑风电相依结构的虚拟发电厂内部资源随机调度策略
Stochastic Scheduling Strategy of Resources in Virtual Power Plant Considering Wind Power Dependence Structure
卢锦玲 1於慧敏1
作者信息
- 1. 华北电力大学电气与电子工程学院 保定071003
- 折叠
摘要
Abstract
The study of the virtual power plant operation mechanism can provide technical support for the integration of distributed power in demand side.And the interruptible load is one of the important forms of demand response.It can help with the volatility suppression and new energy absorption.This paper focused on the scheduling strategy of virtual power plant containing interruptible load,wind farms and conventional units.To improve the accuracy of the wind power output probability analysis,Gumbel-Copula was introduced to describe the correlation between wind farms.Thus the wind power joint output model was established.Considering the peak shaving characteristic,let the interruptible load run as the conventional units.And constraints such as the breaking number,the breaking time and the capacity of interruptible load were all considered.The established model was solved by improved invasion weeds algorithm based on differential evolution strategy.The results of case study show that,compared with other two kinds of conventional strategies,the proposed scheduling strategy in this paper can reduce the total operation cost,decrease the remaining wind power,and improve the utilization of new energy at the same time.关键词
虚拟发电厂/调度策略/可中断负荷/Copula函数/改进入侵杂草算法Key words
Virtual power plants/scheduling strategy/interruptible load/Copula function/improved invasion weeds algorithm分类
信息技术与安全科学引用本文复制引用
卢锦玲,於慧敏..考虑风电相依结构的虚拟发电厂内部资源随机调度策略[J].电工技术学报,2017,32(17):67-74,8.
