摘要
风电机组出力的间歇性和波动性导致风-火虚拟电厂的实际出力偏离其日前申报值。考虑到配置储热装置的光热电站出力可控的特点,将其聚合到风-火虚拟电厂中一同参与申报出力,建立计及光热发电特性的光-风-火虚拟电厂双阶段优化调度模型。以日前调度结果作为虚拟电厂申报出力,在实时调度中参与辅助平衡市场,通过改变光热电站的储热量来修正其输出功率,并采用收缩空间的和声搜索算法求解模型。仿真结果表明,光-风-火虚拟电厂可协调各单元出力,能够有效降低申报偏差,从而获得更高的运行收益,光热电站配置更大的储热容量,能够增强其调节能力,虚拟电厂可获得更高的经济效益。
The intermittent and fluctuating characteristics of output from wind turbines cause the actual output of a windthermal virtual power plant(VPP)to deviate from its declared value. Considering the controllable characteristics of output from a concentrating solar power(CSP)plant with a heat storage device,it is integrated into the wind-thermal VPP to participate in the declared output together,and a two-stage optimal dispatching model of the solar-wind-thermal VPP is established with the consideration of CSP characteristics. The day-ahead dispatching results are taken as the declared output from the VPP. On the real-time dispatching stage,the VPP participates in the auxiliary balance market and modifies the output power from the CSP plant by changing the heat storage capacity of the heat storage device. In addition,the shrinkage space harmony search algorithm is used to solve the proposed model. Simulation results show that the solar-wind-thermal VPP can coordinate the output from each internal unit,which can effectively reduce the declared deviation and further obtain higher operating benefits. The larger heat storage capacity of the CSP plant is beneficial to enhancing its regulation capability,thus the VPP can gain higher economic benefits.
作者
彭院院
周任军
李斌
方绍凤
徐健
王仰之
PENG Yuanyuan;ZHOU Renjun;LI Bin;FANG Shaofeng;XU Jian;WANG Yangzhi(Hunan Province Collaborative Innovation Center of Clean Energy and Smart Grid(Changsha University of Science and Technology),Changsha 410004,China;Yingtan Power Supply Branch,State Grid Jiangxi Electric Power Co.,Ltd,Yingtan 335000,China)
出处
《电力系统及其自动化学报》
CSCD
北大核心
2020年第4期21-28,共8页
Proceedings of the CSU-EPSA
基金
国家自然科学基金资助项目(71331001,91746118)
湖南省自然科学基金资助项目(2019JJ40302)。
关键词
光热发电
辅助平衡市场
光-风-火虚拟电厂
双阶段优化调度
收缩空间的和声搜索算法
concentrating solar power
auxiliary balance market
solar-wind-thermal virtual power plant(VPP)
twostage optimal dispatching
shrinkage space harmony search algorithm