Hierarchical Decision Making for Aggregated Energy Management of Distributed Resources

被引:20
作者
Asimakopoulou, Georgia E. [1 ]
Vlachos, Andreas G. [2 ]
Hatziargyriou, Nikos D. [1 ]
机构
[1] Natl Tech Univ Athens, Sch Elect & Comp Engn, Athens, Greece
[2] Regulatory Author Energy, Athens, Greece
关键词
Bilevel programming; distributed resources; hierarchical decision making; microgrids; mixed complementarity problem; Stackelberg game; DISTRIBUTION COMPANY; GAMING ANALYSIS; ELECTRICITY; STRATEGIES;
D O I
10.1109/TPWRS.2015.2390412
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents a bilevel model for describing the interdependence of decisions between a retailer/aggregator and the distributed resources owners that the former serves and represents. Decision making is performed in a hierarchical fashion. The retailer performs the energy management of various resources indirectly; price signals are used as incentives for inducing the entities owning the distributed resources in a behavior that optimizes the operation and economic profit of the microgrid that they compose. The two-level interaction is formulated mathematically as a mathematical programming problem with complementarity constraints, while nonlinearities are replaced by equivalent linear expressions. The results of a characteristic case study indicate the efficiency and scalability of the proposed model.
引用
收藏
页码:3255 / 3264
页数:10
相关论文
共 27 条
  • [1] [Anonymous], IEEE T POWER SYSTEMS
  • [2] [Anonymous], 2005, ANLMCSP12430405
  • [3] Leader-Follower Strategies for Energy Management of Multi-Microgrids
    Asimakopoulou, Georgia E.
    Dimeas, Aris L.
    Hatziargyriou, Nikos D.
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2013, 4 (04) : 1909 - 1916
  • [4] Electricity producer offering strategies in day-ahead energy market with step-wise offers
    Bakirtzis, Anastasios G.
    Ziogos, Nikolaos P.
    Tellidou, Athina C.
    Bakirtzis, Gregory A.
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2007, 22 (04) : 1804 - 1818
  • [5] A Bilevel Stochastic Programming Approach for Retailer Futures Market Trading
    Carrion, Miguel
    Arroyo, Jose M.
    Conejo, Antonio J.
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 2009, 24 (03) : 1446 - 1456
  • [6] An overview of bilevel optimization
    Colson, Benoit
    Marcotte, Patrice
    Savard, Gilles
    [J]. ANNALS OF OPERATIONS RESEARCH, 2007, 153 (01) : 235 - 256
  • [7] David AK, 2000, 2000 IEEE POWER ENGINEERING SOCIETY SUMMER MEETING, CONFERENCE PROCEEDINGS, VOLS 1-4, P2168, DOI 10.1109/PESS.2000.866982
  • [8] Annotated bibliography on bilevel programming and mathematical programs with equilibrium constraints
    Dempe, S
    [J]. OPTIMIZATION, 2003, 52 (03) : 333 - 359
  • [9] Optimal Bidding Strategy for Microgrids Considering Renewable Energy and Building Thermal Dynamics
    Duong Tung Nguyen
    Le, Long Bao
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2014, 5 (04) : 1608 - 1620
  • [10] Application of games with incomplete information for pricing electricity in deregulated power pools
    Ferrero, RW
    Rivera, JF
    Shahidehpour, SM
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 1998, 13 (01) : 184 - 189