典型文献
Simultaneous Optimization of Renewable Energy and Energy Storage Capacity with the Hierarchical Control
文献摘要：
To fully consider the complementary role of different energy sources and reduce the curtailment of renewable energy(RE) in high RE penetration systems,a hierarchical optimization algorithm is proposed to simultaneously optimize the capacity of RE generation and energy storage systems (ESS).Time sequence simulation (TSS) technology is adopted to fully consider the regional RE resource characteristics and make the model more reliable.An optimization model for evaluating ESS capacity is established at a lower level.To overcome the high dimensional complexity of time sequence data,this paper re-formulates this sub-model as a consensus problem,which can be solved by a distributed approach to minimize the system's total investment costs.At the upper level,the model for assessing the proportion of wind and solar capacity is developed by maximizing the RE generation.The golden section Fibonacci tree optimization(GSFTO) algorithm is utilized to improve the efficiency and solution accuracy.The results show that the algorithm and model are feasible and applicable for the identified purposes,which can provide a useful guidance for the development of power generation and the energy storage capacity in high RE penetration systems.
文献关键词：
中图分类号：
作者姓名：
Zhaodi Shi;Weisheng Wang;Yuehui Huang;Pai Li;Ling Dong
作者机构：
State Key Laboratory of Operation and Control of Renewable Energy and Storage Systems,China Electric Power Research Institute,Beijing 100192,China;State Grid Qinghai Electric Power Company,Xining 810000,China
文献出处：
引用格式：
[1]Zhaodi Shi;Weisheng Wang;Yuehui Huang;Pai Li;Ling Dong-.Simultaneous Optimization of Renewable Energy and Energy Storage Capacity with the Hierarchical Control)[J].中国电机工程学会电力与能源系统学报（英文版）,2022(01):95-104
A类：
curtailment,GSFTO
B类：
Simultaneous,Optimization,Renewable,Energy,Storage,Capacity,Hierarchical,Control,To,fully,consider,complementary,role,different,energy,sources,reduce,renewable,RE,high,penetration,systems,hierarchical,optimization,algorithm,proposed,simultaneously,optimize,capacity,generation,storage,ESS,Time,sequence,simulation,TSS,technology,adopted,regional,resource,characteristics,make,model,more,reliable,An,evaluating,established,lower,level,overcome,dimensional,complexity,data,this,paper,formulates,sub,consensus,problem,which,can,be,solved,by,distributed,approach,minimize,total,investment,costs,At,upper,assessing,proportion,wind,solar,developed,maximizing,golden,section,Fibonacci,tree,utilized,improve,efficiency,solution,accuracy,results,show,that,are,feasible,applicable,identified,purposes,provide,useful,guidance,development,power
AB值：
0.607488
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