An optimal capacity allocation method for integrated energy systems considering uncertainty

被引:0
|
作者
Zhang, Yuliang [1 ]
Zhang, Jianguo [1 ]
Chen, Yujie [1 ]
机构
[1] Qingdao Huanghai Univ, Coll Intelligent Mfg, Qingdao 266427, Peoples R China
关键词
HARMONIC RESONANCE ASSESSMENT; DC POWER-SYSTEMS; OPTIMAL CONFIGURATION; SENSITIVITY; INSTABILITY; STABILITY;
D O I
10.1063/5.0153678
中图分类号
TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
The randomness and fluctuation of wind power output will cause certain waste in capacity allocation of integrated energy system. Therefore, a robust chance constrained optimization model is proposed to solve the shortcomings of the traditional model in wind power output analysis, such as weak reliability and conservative results. First, the uncertainty of wind power output is analyzed. Second, a robust chance constrained optimization model combining stochastic programming and robust optimization is established to deal with the uncertainty of the output power of the integrated energy system objectively. Finally, the results are compared with the existing integrated energy system capacity configuration, and the validity of the model is verified. The results show that the robust chance constrained optimization model proposed in this paper can effectively reduce the capacity cost by 38.2% while ensuring the robustness of the system in wind power uncertainty analysis.
引用
收藏
页数:18
相关论文
共 50 条
  • [1] Optimal capacity allocation method of integrated energy system considering renewable energy uncertainty
    Xue, Yuantian
    Zhang, Cheng
    Jiang, Fan
    Dou, Wu
    Zhang, Hongtian
    Yang, Chenlai
    FRONTIERS IN ENERGY RESEARCH, 2022, 10
  • [2] Optimal capacity planning of an integrated energy system considering uncertainty
    Cheng S.
    Xu J.
    He C.
    Zhang R.
    Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control, 2021, 49 (18): : 17 - 24
  • [3] Optimal Allocation of Energy Storage Capacity in Microgrids Considering the Uncertainty of Renewable Energy Generation
    Wei, Wei
    Ye, Li
    Fang, Yi
    Wang, Yingchun
    Chen, Xi
    Li, Zhenhua
    SUSTAINABILITY, 2023, 15 (12)
  • [4] Research on the optimal allocation method of source and storage capacity of integrated energy system considering integrated demand response
    Liang, Zhang
    Liang, Chen
    Zhu, Wenwei
    Ling, Lyu
    Cai, Guowei
    Hai, Koh Leong
    ENERGY REPORTS, 2022, 8 : 10434 - 10448
  • [5] Optimal allocation of energy storage systems considering wind power uncertainty
    Jani, Vahid
    Abdi, Hamdi
    JOURNAL OF ENERGY STORAGE, 2018, 20 : 244 - 253
  • [6] Optimal Capacity Allocation of Energy Storage System considering Uncertainty of Load and Wind Generation
    Ge, Leijiao
    Zhang, Shuai
    Bai, Xingzhen
    Yan, Jun
    Shi, Changli
    Wei, Tongzhen
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2020, 2020
  • [7] Two-level Collaborative Optimal Allocation Method of Integrated Energy System Considering Wind and Solar Uncertainty
    Yao Z.
    Wang Z.
    Dianwang Jishu/Power System Technology, 2020, 44 (12): : 4521 - 4529
  • [8] Optimal Capacity Allocation for Life Cycle Multiobjective Integrated Energy Systems Considering Capacity Tariffs and Eco-Indicator 99
    Li, Jiyong
    Hua, Zeyi
    Tian, Lin
    Chen, Peiwen
    Dong, Hao
    SUSTAINABILITY, 2024, 16 (20)
  • [9] Optimal allocation of DSTATCOM considering the uncertainty of photovoltaic systems
    Zhang, Tao
    Yu, Li
    IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2020, 15 (03) : 355 - 363
  • [10] Zonotope-based method for optimal allocation of wind capacity in microgrids considering generation uncertainty
    Gao, Jianing
    Han, Bei
    Zhang, Lijun
    Xu, Chenbo
    Li, Guojie
    Feng, Lin
    Wang, Keyou
    IET RENEWABLE POWER GENERATION, 2019, 13 (16) : 2994 - 3001