Robust Optimal Dispatching of Wind Fire Energy Storage System Based on Equilibrium Optimization Algorithm

被引:11
|
作者
Chen, Xiaojiao [1 ]
Huang, Liansheng [1 ,2 ]
Zhang, Xiuqing [1 ]
He, Shiying [1 ]
Sheng, Zhicai [1 ]
Wang, Zhenshang [1 ,2 ]
Chen, Tao [1 ,2 ]
Dou, Sheng [1 ,2 ]
机构
[1] Chinese Acad Sci, Inst Plasma Phys, Hefei, Peoples R China
[2] Univ Sci & Technol China, Hefei, Peoples R China
来源
关键词
robust optimal dispatching; wind fire energy storage; AA-CAES; solution framework; equilibrium optimization algorithm;
D O I
10.3389/fenrg.2021.754908
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
The uncertainty of wind resources is one of the main reasons for wind abandonment. Considering the uncertainty of wind power prediction, a robust optimal dispatching model is proposed for the wind fire energy storage system with advanced adiabatic compressed air energy storage (AA-CAES) technology. Herein, the operation constraints of the power plant and constraints of the reserved capacity are defined according to the operation characteristics of AA-CAES. Based on the limited scenario method, a solution framework is proposed to achieve the optimal robustness and economical operation of the system, which provides a new way for the application of the intelligent algorithm in the robust optimal dispatching. Specifically, a novel equilibrium optimization algorithm is employed to solve the optimal dispatching problem, which has good global search performance. The proposed solution is validated through simulations based on the IEEE-39 node system. The simulation results verify the effectiveness of the proposed dispatching model and the intelligent solver.
引用
收藏
页数:7
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