Aggregating distributed energy resources for grid flexibility services: A distributed game theoretic approach

被引:1
|
作者
Chen, Xiupeng [1 ]
Shakarami, Mehran [1 ]
Scherpen, Jacquelien M. A. [1 ]
Monshizadeh, Nima [1 ]
机构
[1] Univ Groningen, Jan C Willems Ctr Syst & Control, ENTEG, Groningen, AG, Netherlands
关键词
aggregative game; distributed energy management; grid flexibility; Nash equilibrium seeking; DEMAND; NETWORKS;
D O I
10.1002/rnc.6830
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We propose a hierarchical energy management scheme for aggregating Distributed Energy Resources (DERs) for grid flexibility services. To prevent a direct participation of numerous prosumers in the wholesale electricity market, aggregators, as self-interest agents in our scheme, incentivize prosumers to provide flexibility. We firstly model the economic behavior of aggregators and prosumers as a noncooperative aggregative game. Then a fully distributed algorithm in discrete time is proposed to find the corresponding Nash Equilibrium (NE). In this algorithm, each aggregator only needs to exchange its estimate of the aggregated flexibility and an auxiliary variable with its neighbors. Convergence of the algorithm is proven using operator theoretic techniques. Finally, the efficiency of the proposed scheme is demonstrated by a numerical case study.
引用
收藏
页数:16
相关论文
共 50 条
  • [41] Dynamic Market for Distributed Energy Resources in the Smart Grid
    La, Quang Duy
    Chan, Yiu Wing Edwin
    Soong, Boon-Hee
    2014 IEEE 11TH CONSUMER COMMUNICATIONS AND NETWORKING CONFERENCE (CCNC), 2014,
  • [42] Distributed energy resources increases the robustness of the power grid
    Wong, Eric
    2005/2006 IEEE/PES TRANSMISSION & DISTRIBUTION CONFERENCE & EXPOSITION, VOLS 1-3, 2006, : 936 - 936
  • [43] Future Grid Business Model Innovation: Distributed Energy Resources Services Platform for Renewable Energy Integration
    Sandoval, Marcelo
    Grijalva, Santiago
    2015 ASIA-PACIFIC CONFERENCE ON COMPUTER-AIDED SYSTEM ENGINEERING - APCASE 2015, 2015, : 72 - 77
  • [44] Algorithms for integrated routing and scheduling for aggregating data from distributed resources on a lambda grid
    Banerjee, Amitabha
    Feng, Wu-Chun
    Ghosal, Dipak
    Mukherjee, Biswanath
    IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2008, 19 (01) : 24 - 34
  • [45] A Federated DRL Approach for Smart Micro-Grid Energy Control with Distributed Energy Resources
    Rezazadeh, Farhad
    Bartzoudis, Nikolaos
    2022 IEEE 27TH INTERNATIONAL WORKSHOP ON COMPUTER AIDED MODELING AND DESIGN OF COMMUNICATION LINKS AND NETWORKS (CAMAD), 2022, : 108 - 114
  • [46] Provision of grid flexibility by distributed energy resources in residential dwellings using time-of-use pricing
    Kumamoto, Takayuki
    Aki, Hirohisa
    Ishida, Masayoshi
    SUSTAINABLE ENERGY GRIDS & NETWORKS, 2020, 23
  • [47] Aggregation and Disaggregation of Energetic Flexibility From Distributed Energy Resources
    Mueller, Fabian L.
    Szabo, Jacint
    Sundstroem, Olle
    Lygeros, John
    IEEE TRANSACTIONS ON SMART GRID, 2019, 10 (02) : 1205 - 1214
  • [48] The cost of providing operational flexibility from distributed energy resources
    Harder, Nick
    Qussous, Ramiz
    Weidlich, Anke
    APPLIED ENERGY, 2020, 279 (279)
  • [49] Aggregation Platform to Maximize the Utilization of Distributed Energy Resources' Flexibility
    Tina, Giuseppe Marco
    Conti, Stefania
    Soma, Gian Giuseppe
    De Fiore, Sebastiano
    Panto, Antonio
    2022 WORKSHOP ON BLOCKCHAIN FOR RENEWABLES INTEGRATION (BLORIN), 2022, : 25 - 30
  • [50] Incentivizing Distributed Energy Resource Participation in Grid Services
    Slay, Tylor
    Acken, John M.
    Bass, Robert B.
    2022 IEEE CONFERENCE ON TECHNOLOGIES FOR SUSTAINABILITY (SUSTECH), 2022, : 86 - 91