Coordinating and valuing the flexibility resources in a rural integrated energy system by considering correlated source-load uncertainty

被引:0
|
作者
Li, Shuxu [1 ]
Li, Zhiyi [2 ]
机构
[1] Polytechnic Institute, Zhejiang University, Hangzhou, China
[2] College of Electrical Engineering, Zhejiang University, Hangzhou, China
关键词
D O I
10.1016/j.renene.2024.121576
中图分类号
学科分类号
摘要
This paper proposes a two-stage model for flexible resource coordination and value analysis in rural areas, which considers the specific biomass energy conversion supply and the correlated uncertainties on both sides of the integrated energy system. Firstly, it describes the impacts of correlated uncertainty on the actual output of the source and load based on factor analysis and affine variables, and constructs an affine optimization model for cooperative scheduling of system-wide flexible resources. Secondly, according to the energy supply envelope area of flexible resources within the scheduling cycle, it proposes the value measurement indices of system flexibility adjustment ability and economic benefit to evaluate the sensitivity of flexible resources. Finally, the simulation results show that the proposed method can effectively reduce the conservatism of the scheduling scheme, and analyzing the influence of capacities and time-of-use tariff on flexibility value provides a reference for the construction of integrated energy systems in rural areas. © 2024
引用
收藏
相关论文
共 50 条
  • [1] Optimal Operation Analysis of Integrated Community Energy System Considering Source-Load Uncertainty
    Wang, Gang
    Zhou, Fengquan
    Li, Peng
    Wang, Zixuan
    [J]. PROCEEDINGS OF 2019 IEEE 3RD INTERNATIONAL ELECTRICAL AND ENERGY CONFERENCE (CIEEC), 2019, : 1217 - 1222
  • [2] OPTIMAL CONFIGURATION METHOD OF ENERGY STORAGE CONSIDERING FLEXIBILITY AND SOURCE-LOAD UNCERTAINTY
    Cao, Linfeng
    Hu, Sile
    Yang, Jiaqiang
    Zhao, Yucan
    Wang, Yuan
    Chen, Chao
    [J]. Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2024, 45 (09): : 623 - 629
  • [3] Two-stage optimal scheduling of integrated energy system considering source-load uncertainty
    Zhu X.
    Jiang Q.
    Liu M.
    Luo H.
    Long W.
    Huang L.
    [J]. Dianli Zidonghua Shebei/Electric Power Automation Equipment, 2023, 43 (08): : 9 - 16and32
  • [4] Stochastic Optimization Model of Capacity Configuration for Integrated Energy Production System Considering Source-Load Uncertainty
    Miao, Ankang
    Yuan, Yue
    Huang, Yi
    Wu, Han
    Feng, Chao
    [J]. SUSTAINABILITY, 2023, 15 (19)
  • [5] Robust Planning Method for Photovoltaic Microgrid Energy Storage Considering Source-Load Flexibility Resources
    Xu, Xianghai
    Shang, Jiayi
    Chen, Zhiyuan
    Zhang, Zhipeng
    [J]. 2022 2ND INTERNATIONAL CONFERENCE ON POWER ELECTRONICS AND ADVANCED CONTROL, PEAC 2022, 2023, 2434
  • [6] Fuzzy Optimal Dispatching of Low-Carbon Regional Integrated Energy System Considering Source-Load Uncertainty
    Xu, Weifeng
    Fu, Guanhua
    Weng, Liguo
    Luo, Man
    Zhou, Guohua
    Chen, Jian
    Huang, Yuan
    [J]. 2022 IEEE/IAS INDUSTRIAL AND COMMERCIAL POWER SYSTEM ASIA (I&CPS ASIA 2022), 2022, : 1555 - 1561
  • [7] LOW CARBON ECONOMIC OPTIMIZATION OF INTEGRATED ENERGY SYSTEM CONSIDERING CARBON TRADING AND SOURCE-LOAD SIDE RESOURCES
    An Y.
    Su R.
    Zheng S.
    Yang R.
    [J]. Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2023, 44 (11): : 547 - 555
  • [8] Distributionally robust optimal dispatching of integrated electricity and heating system considering source-load uncertainty
    Liu H.
    Li H.
    Ma J.
    Chen J.
    Zhang W.
    [J]. Dianli Zidonghua Shebei/Electric Power Automation Equipment, 2023, 43 (08): : 1 - 8
  • [9] CAPACITY CONFIGURATION OF ROOFTOP INTEGRATED PHOTOVOLTAIC-STORAGE SYSTEM CONSIDERING SOURCE-LOAD UNCERTAINTY
    Huang, Dawei
    Yin, Hang
    Cao, Xudong
    Yang, Mao
    [J]. Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2024, 45 (10): : 363 - 372
  • [10] Energy Storage Optimization Strategy Considering Source-Load Bilateral Uncertainty
    Hu, Yu
    Chen, Zhe
    Teng, Yun
    Song, Weifan
    [J]. 2023 5TH ASIA ENERGY AND ELECTRICAL ENGINEERING SYMPOSIUM, AEEES, 2023, : 1716 - 1721