Optimal aggregation and disaggregation for coordinated operation of virtual power plant with distribution network operator

被引:2
|
作者
Liu, Xin [1 ]
Lin, Xueshan [1 ]
Qiu, Haifeng [2 ]
Li, Yang [1 ]
Huang, Tao [3 ]
机构
[1] Southeast Univ, Sch Elect Engn, Nanjing 210096, Peoples R China
[2] Nanyang Technol Univ, Sch Elect & Elect Engn, Singapore 639798, Singapore
[3] Politecn Torino, Energy Dept, I-10129 Turin, Italy
基金
中国国家自然科学基金;
关键词
Virtual power plant; Optimal aggregation; Distribution network operator; Cost function; Demand response; ENERGY MANAGEMENT; FLEXIBILITY; OPTIMIZATION; SYSTEM;
D O I
10.1016/j.apenergy.2024.124142
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
Virtual power plants (VPPs) offer an effective approach for managing distributed energy resources (DERs), including microturbines, distributed generators, demand response aggregators, and energy storage systems. This technology significantly enhances the economic efficiency and flexibility of distribution network systems. This study aims to facilitate a flexible power exchange between the distribution network system and the upper-level grid by aggregating the power flexibility of heterogeneous DERs via a VPP. Additionally, it introduces a methodology for optimal aggregation and disaggregation within a coordinated operation framework between the VPP and distribution network operator (DNO). On one hand, the VPP can determine its day-ahead feasible region and real-time flexible regulation power based on operational constraints of DERs and representative data provided by the DNO, circumventing the need for detailed network information. On the other hand, day-ahead and real-time correction procedures for the DER cost functions are proposed, effectively neutralizing the impact of network operational constraints on these cost functions. Consequently, precise cost functions for both the active power and the flexible regulation power aggregated by the VPP are derived. Employing this aggregated cost function enables the determination of a cost-minimized optimal scheduling solution in real-time by solving a fundamental economic dispatch problem, significantly alleviating computational demands. Finally, case studies demonstrate that the proposed method achieves an error in aggregated power of only 0.77%, compared to the precise computation method that requires comprehensive system information. The proposed optimal VPP disaggregation scheme exhibits power discrepancies of 0.63% and cost discrepancies of 0.91% relative to the precise method. Additionally, when implementing the most cost-effective demand response plan based on the proposed cost function, the average costs for aggregators are reduced by 19.7%.
引用
收藏
页数:26
相关论文
共 50 条
  • [1] Optimal Coordinated Operation for a Distribution Network With Virtual Power Plants Considering Load Shaping
    Zhang, Mingyang
    Xu, Yinliang
    Sun, Hongbin
    IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2023, 14 (01) : 550 - 562
  • [2] Development of Aggregation Models to Analyze the Impact of Virtual Power Plant Operation on the Distribution Network
    Hyun S.-W.
    Choi Y.-H.
    Transactions of the Korean Institute of Electrical Engineers, 2024, 73 (06): : 931 - 938
  • [3] Optimal Operation of Virtual Power Plant in Unbalanced Distribution Networks
    Othman, Mahmoud M.
    Hegazy, Yasser G.
    Abdelaziz, Almoataz Y.
    ELECTRIC POWER COMPONENTS AND SYSTEMS, 2016, 44 (14) : 1620 - 1630
  • [4] Optimal Operation of a Virtual Power Plant
    Lombardi, P.
    Powalko, M.
    Rudion, K.
    2009 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, VOLS 1-8, 2009, : 1901 - 1906
  • [5] Optimal Aggregation Approach for Virtual Power Plant Considering Network Reconfiguration
    Long Wang
    Wenchuan Wu
    Qiuyu Lu
    Yinguo Yang
    JournalofModernPowerSystemsandCleanEnergy, 2021, 9 (03) : 495 - 501
  • [6] Optimal Aggregation Approach for Virtual Power Plant Considering Network Reconfiguration
    Wang, Long
    Wu, Wenchuan
    Lu, Qiuyu
    Yang, Yinguo
    JOURNAL OF MODERN POWER SYSTEMS AND CLEAN ENERGY, 2021, 9 (03) : 495 - 501
  • [7] Distributed Resource Aggregation and Aggregate Optimization Operation Method of Multi-virtual Power Plant in New Power Distribution Network
    Xu Z.
    Liu Z.
    He J.
    Si F.
    Wang X.
    Gaodianya Jishu/High Voltage Engineering, 2024, 50 (01): : 105 - 119
  • [8] Coordinated Operation Strategy for Equitable Aggregation in Virtual Power Plant Clusters with Electric Heat Demand Response Considered
    Liu, Zixuan
    Zhu, Ruijin
    Kong, Dewen
    Guo, Hao
    ENERGIES, 2024, 17 (11)
  • [9] Optimal Coordinated Operation of Interdependent Power and Water Distribution Systems
    Oikonomou, Konstantinos
    Parvania, Masood
    IEEE TRANSACTIONS ON SMART GRID, 2020, 11 (06) : 4784 - 4794
  • [10] Coordinated Operation Strategy for a Virtual Power Plant With Multiple DER Aggregators
    Yi, Zhongkai
    Xu, Yinliang
    Wang, Huaizhi
    Sang, Linwei
    IEEE TRANSACTIONS ON SUSTAINABLE ENERGY, 2021, 12 (04) : 2445 - 2458