A two-stage low-carbon economic coordinated dispatching model for generation-load-storage resources considering flexible supply-demand balance

被引:2
|
作者
Zhang, Yuanyuan [1 ]
Zhao, Huiru [1 ]
Qi, Ze [1 ]
Li, Bingkang [2 ]
机构
[1] North China Elect Power Univ, Sch Econ & Management, Beijing 102206, Peoples R China
[2] North China Elect Power Univ, Dept Econ Management, Baoding 071003, Hebei, Peoples R China
关键词
Flexibility; Flexibility demand; Flexibility supply-demand balance; Coordinated dispatching; Adequacy; Variables; POWER-SYSTEM FLEXIBILITY; OPERATIONAL FLEXIBILITY; RELIABILITY; ENVELOPES; WIND;
D O I
10.1016/j.apenergy.2024.123981
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
With the changes in energy structure and system configuration, the uncertainty on both the supply and demand sides of the power system will significantly increase. The approach of increasing reserves to cope with the uncertainty is becoming unsustainable both technically and economically. It is necessary to accurately characterize system flexibility and propose flexibility-oriented dispatching optimization strategies. Based on this, this paper conducts research on the evaluation system for flexibility supply-demand balance and the coordinated optimization dispatch strategy of generation-load-storage resources. Firstly, a flexibility demand-supply balance evaluation system is proposed, which covers the quantification of flexibility demand, the quantification of flexibility supply capability, and the design of flexibility metrics. Secondly, a two-stage optimization dispatching model for generation-load-storage resources is constructed. In stage 1, the optimization obtains the operating power of generation, load and storage resources to meet the load demand, while in stage 2, the flexibility supply potential is considered to optimize the redispatch power of the flexibility resources to meet the flexibility demand. Finally, simulations are conducted in a typical industrial park with generation, load, and storage resources, and the results show: 1) The quantification of flexibility demand based on the polytope form is more accurate, ensuring that the obtained flexibility supply-demand balance evaluation results can effectively support system flexibility dispatching; 2) Compared with the traditional dispatching strategy that consider reserve capacity, the operational cost of the dispatching strategy considering flexibility supply-demand characteristics in this paper decreased by 3.31%, environmental costs decreased by 4.56%, and the penalty cost for flexibility deficiency decreased by 17.37%. The research results can leverage the synergistic effect of generation -load-storage resources, achieving a scientific balance between the economy, low-carbon, and adequacy of the generation-loadstorage system, and provide a scientific approach for considering flexible supply-demand balance in the power system dispatching, supporting the stable and sustainable operation of the high-penetration new energy system.
引用
收藏
页数:20
相关论文
共 18 条
  • [1] A Low-Carbon Planning Model for Regional Power Systems with Generation-Load-Storage Coordination considering New Energy Resources' Consumption
    Chen, Huiyuan
    Zhang, Hua
    Dai, Qiqi
    Wang, Wei
    Wang, Min
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2022, 2022
  • [2] Source-load-storage Low-carbon Economic Dispatching Considering Coordinated Operation of Carbon Capture Unit and Hydrogen Energy Storage System
    Cui Y.
    Guan Y.
    Li J.
    Zhao Y.
    Tang Y.
    Zhong W.
    Dianwang Jishu/Power System Technology, 2024, 48 (06): : 2307 - 2316
  • [3] Low-Carbon Economic Scheduling of Integrated Energy System Considering Flexible Supply-Demand Response and Diversified Utilization of Hydrogen
    Ma, Chengcheng
    Hu, Zhijian
    SUSTAINABILITY, 2025, 17 (04)
  • [4] Two-stage low-carbon economic dispatch of an integrated energy system considering flexible decoupling of electricity and heat on sides of source and load
    Yang, Lijun
    Gao, Yejin
    Zhang, Pei
    Tan, Xiaolin
    An, Jiakun
    SUSTAINABLE ENERGY GRIDS & NETWORKS, 2024, 40
  • [5] Low-carbon economic dispatching of integrated energy system considering liquid air energy storage and integrated demand response
    Zhu Z.
    Sheng M.
    Chen Z.
    Dianli Zidonghua Shebei/Electric Power Automation Equipment, 2022, 42 (12): : 1 - 13
  • [6] Aggregation and Control Model Construction of Hybrid Load System for Supply and Demand Balance in Low-carbon Zone
    Yao L.
    Cai R.
    Qian J.
    Wu X.
    Dianwang Jishu/Power System Technology, 2023, 47 (08): : 3153 - 3163
  • [7] TWO-STAGE OPTIMAL SCHEDULING CONSIDERING CCGP AND LOW-CARBON NATURE OF SOURCE SIDE AND LOAD SIDE
    Zhang P.
    Xie L.
    Yang J.
    Ma R.
    Ma W.
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2023, 44 (05): : 336 - 341
  • [8] Low-carbon economic dispatching model of electric-heating combined system considering multi-type energy storage
    Pan, Xiao
    Liang, Yi
    Deng, Xinyang
    Li, Minchao
    Cui, Jia
    Yang, Junyou
    2020 6TH INTERNATIONAL CONFERENCE ON ADVANCES IN ENERGY, ENVIRONMENT AND CHEMICAL ENGINEERING, PTS 1-5, 2020, 546
  • [9] Two-stage low-carbon optimal dispatch of the power system considering demand response to defend large uncertainties and risks
    Cai, Linjun
    Xie, Dongliang
    Xue, Feng
    Zhang, Huilin
    FRONTIERS IN ENERGY RESEARCH, 2024, 12
  • [10] A two-stage distributed stochastic planning method for source-grid-load-storage flexibility resources considering flexible ramp capacity
    Wang, Jinpeng
    Zeng, Pingliang
    Yin, Lulu
    Dong, Yanfei
    Liu, Xiaofang
    Yang, Ruopu
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2024, 160