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

被引:1
|
作者
Li, Shuxu [1 ]
Li, Zhiyi [2 ]
机构
[1] Zhejiang Univ, Polytech Inst, Hangzhou, Peoples R China
[2] Zhejiang Univ, Coll Elect Engn, Hangzhou, Peoples R China
关键词
Rural integrated energy system; Correlated source-load uncertainty; Factor analysis; Coordinated scheduling; Flexibility value;
D O I
10.1016/j.renene.2024.121576
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
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.
引用
收藏
页数:14
相关论文
共 50 条
  • [21] Capacity Demand Analysis of Rural Biogas Power Generation System with Independent Operation Considering Source-Load Uncertainty
    Zhou, Miao
    Liu, Jun
    Tang, Aihong
    You, Xinyu
    ENERGIES, 2024, 17 (08)
  • [22] An optimal scheduling method for integrated energy system considering green certificate-carbon trading interactive operation with source-load uncertainty
    Xu, Ruijie
    Ren, Yongfeng
    Zhang, Yang
    Meng, Zhe
    Yue, Caiqiao
    Zhao, Fengwei
    ELECTRIC POWER SYSTEMS RESEARCH, 2025, 245
  • [23] Study on bi-level multi-objective collaborative optimization model for integrated energy system considering source-load uncertainty
    Wu, Jing
    De, Gejirifu
    Tan, Zhongfu
    Li, Yan
    ENERGY SCIENCE & ENGINEERING, 2021, 9 (08) : 1160 - 1179
  • [24] Fuzzy optimal scheduling of integrated electricity and natural gas system in industrial park considering source-load uncertainty
    Qiu G.
    He C.
    Luo Z.
    Liang J.
    Feng Z.
    Yang H.
    Yang H.
    Dianli Zidonghua Shebei/Electric Power Automation Equipment, 2022, 42 (05): : 8 - 14
  • [25] Robust Fuzzy Dynamic Integrated Environmental Economic Dispatch for Multi-source System Considering Twofold Uncertainty of Source-load
    Zhang H.
    Chen Y.
    Wang H.
    Chang X.
    Zhao M.
    Yan D.
    Gaodianya Jishu/High Voltage Engineering, 2024, 50 (04): : 1446 - 1456
  • [26] Source-Load Integrated Optimization for Distributed Energy System Considering Low-Carbon Demand Response
    Wang, Guofeng
    Liu, Yuchen
    Zheng, Sheng
    Wu, Xuguang
    Liu, Yongqi
    Feng, Changsen
    Zhang, Youbing
    2023 IEEE/IAS INDUSTRIAL AND COMMERCIAL POWER SYSTEM ASIA, I&CPS ASIA, 2023, : 1993 - 1998
  • [27] "Source-load" Low-carbon Economic Dispatch of Integrated Energy System Considering Carbon Capture System
    Tian F.
    Jia Y.
    Ren H.
    Bai Y.
    Huang T.
    Dianwang Jishu/Power System Technology, 2020, 44 (09): : 3346 - 3354
  • [28] Over-limit risk assessment method of integrated energy system considering source-load correlation
    Wang, Ying
    Wang, Xiaojun
    Zhang, Yizhi
    Zhang, Yigang
    Xu, Zekai
    GLOBAL ENERGY INTERCONNECTION-CHINA, 2023, 6 (06): : 661 - 674
  • [29] Over-limit risk assessment method of integrated energy system considering source-load correlation
    Ying Wang
    Xiaojun Wang
    Yizhi Zhang
    Yigang Zhang
    Zekai Xu
    Global Energy Interconnection, 2023, 6 (06) : 661 - 674
  • [30] Over-limit risk assessment method of integrated energy system considering source-load correlation
    Wang Y.
    Wang X.
    Zhang Y.
    Zhang Y.
    Xu Z.
    Global Energy Interconnection, 2023, 6 (06) : 661 - 674