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
相关论文
共 50 条
  • [11] Adjustable Robust Optimization for Energy Storage System in Distribution Network Based on Wind Power Full Accommodation
    Zhu J.
    Liu Y.
    Xu L.
    Jiang Z.
    Lin X.
    Dianwang Jishu/Power System Technology, 2018, 42 (06): : 1875 - 1882
  • [12] Capacity Optimal Allocation Strategy of Energy Storage System Based on Fruit Fly Optimization Algorithm
    Wu, Shaojiang
    Wang, Yi
    Lin, Kai
    Liao, Wanying
    Huang, Weiqin
    2022 4TH INTERNATIONAL CONFERENCE ON SMART POWER & INTERNET ENERGY SYSTEMS, SPIES, 2022, : 2110 - 2114
  • [13] System Modeling and Optimal Dispatching of Multi-energy Microgrid with Energy Storage
    Liting Tian
    Lin Cheng
    Jianbo Guo
    Kuihua Wu
    JournalofModernPowerSystemsandCleanEnergy, 2020, 8 (05) : 809 - 819
  • [14] System Modeling and Optimal Dispatching of Multi-energy Microgrid with Energy Storage
    Tian, Liting
    Cheng, Lin
    Guo, Jianbo
    Wu, Kuihua
    JOURNAL OF MODERN POWER SYSTEMS AND CLEAN ENERGY, 2020, 8 (05) : 809 - 819
  • [15] Application of Equilibrium Optimization Algorithm for Optimal Design of PV/Hydroelectric Pumped Storage Energy system, Case Study - Iraq
    Al-akayshee, Ahmed S.
    Kuznetsov, Oleg N.
    Sultan, Hamdy M.
    PROCEEDINGS OF THE 2021 IEEE CONFERENCE OF RUSSIAN YOUNG RESEARCHERS IN ELECTRICAL AND ELECTRONIC ENGINEERING (ELCONRUS), 2021, : 1354 - 1359
  • [16] Market-oriented Optimal Dispatching Strategy for a Wind Farm with a Multiple Stage Hybrid Energy Storage System
    Zhang, Zhenyuan
    Zhang, Yun
    Huang, Qi
    Lee, Wei-Jen
    CSEE JOURNAL OF POWER AND ENERGY SYSTEMS, 2018, 4 (04): : 417 - 424
  • [17] Optimal capacity allocation of hydrogen energy storage in wind-hydrogen hybrid system based on distributionally robust
    Si Y.
    Chen L.
    Chen X.
    Gao M.
    Ma L.
    Mei S.
    Chen, Laijun (chenlaijun@qhu.edu.cn), 1600, Electric Power Automation Equipment Press (41): : 3 - 10
  • [18] Optimal sizing and technology selection of hybrid energy storage system with novel dispatching power for wind power integration
    Khosravi, Marzieh
    Afsharnia, Saeed
    Farhangi, Shahrokh
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2021, 127
  • [19] Optimal dispatching of high-speed railway power system based on hybrid energy storage system
    Yuan, Jiaxin
    Cheng, Ke
    Qu, Kai
    ENERGY REPORTS, 2022, 8 : 433 - 442
  • [20] Energy Storage Optimization of Wind Solar Hybrid Power Generation System Based on Improved Grasshopper Algorithm
    Li Y.
    Lin Y.-L.
    Distributed Generation and Alternative Energy Journal, 2023, 38 (04): : 1055 - 1072