Power System Optimization Problems: Game Theory Applications

被引:0
|
作者
Balagopalan, Sudha [1 ]
Ravishankar, S. [1 ]
机构
[1] APJ Abdul Kalam Technol Univ, Vidya Acad Sci & Technol, Trichur, India
关键词
Game Theory; Power System Optimization; Pricing; Graph Theory; Resource Allocation;
D O I
10.5220/0009170302550262
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We look at the conflict situation in power system problems from an optimization perspective and use Game Theory (GT) concepts for modelling and solving the problem. In order to model the conflicts effectively, we first identify the players, the optimizing quantity and the optimizing platform. This paper details two power system problems and present a case study. We also identify two more areas where the same principles may be applied. Though our work focuses on Cooperative Game Theory (CGT), an extension to the NonCooperative Game Theory (NGT) platform is possible. Since GT is more relevant to a market structure, we use market engineering principles including multilateral trades, differential pricing, inverse elasticity rule, graph theoretical allocation, etc. as tools for organizing the optimization process. A useful addition for inducing stability in the decision making process is the concept of 'Power Vectors' borrowed from sports and game parlance for ceding players. Results are encouraging, with a transmission loss reduction of more than 70% in a five bus and 40% in a 24 bus system. We conclude that both versions of GT, the CGT and NGT are powerful tools for optimization in a practical scenario with conflicts and contradictory incentives.
引用
收藏
页码:255 / 262
页数:8
相关论文
共 50 条
  • [1] PROBLEMS IN APPLICATIONS OF GAME THEORY
    MORGENST.O
    OPERATIONS RESEARCH, 1966, S 14 : B190 - &
  • [2] Robust optimization with applications to game theory
    Luo, Gui-Mei
    An, Xiaomin
    Xia, Jian-Ye
    APPLICABLE ANALYSIS, 2009, 88 (08) : 1183 - 1195
  • [3] Game Theory Approaches for the Solution of Power System Problems: A Comprehensive Review
    Abapour, Saeed
    Nazari-Heris, Morteza
    Mohammadi-Ivatloo, Behnam
    Tarafdar Hagh, Mehrdad
    ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING, 2020, 27 (01) : 81 - 103
  • [4] Game Theory Approaches for the Solution of Power System Problems: A Comprehensive Review
    Saeed Abapour
    Morteza Nazari-Heris
    Behnam Mohammadi-Ivatloo
    Mehrdad Tarafdar Hagh
    Archives of Computational Methods in Engineering, 2020, 27 : 81 - 103
  • [5] Review of Cooperative Game Theory applications in power system expansion planning
    Churkin, Andrey
    Bialek, Janusz
    Pozo, David
    Sauma, Enzo
    Korgin, Nikolay
    RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2021, 145
  • [6] GAME THEORY FOR OPTIMIZATION PROBLEMS OF ELASTIC BODIES
    BANICHUK, NV
    PRIKLADNAYA MATEMATIKA I MEKHANIKA, 1973, 37 (06): : 1098 - 1108
  • [7] The applications of fuzzy theory on differential game problems
    Hsia, KH
    6TH WORLD MULTICONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL XI, PROCEEDINGS: COMPUTER SCIENCE II, 2002, : 71 - 75
  • [8] Game theory and its applications in power markets
    Diao, Qinhua
    Lin, Jikeng
    Ni, Yixin
    Chen, Shousun
    Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2001, 25 (01): : 19 - 23
  • [9] Game Theory Based Evolutionary Algorithms: A Review with Nash Applications in Structural Engineering Optimization Problems
    David Greiner
    Jacques Periaux
    Jose M. Emperador
    Blas Galván
    Gabriel Winter
    Archives of Computational Methods in Engineering, 2017, 24 : 703 - 750
  • [10] Game Theory Based Evolutionary Algorithms: A Review with Nash Applications in Structural Engineering Optimization Problems
    Greiner, David
    Periaux, Jacques
    Emperador, Jose M.
    Galvan, Blas
    Winter, Gabriel
    ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING, 2017, 24 (04) : 703 - 750