A critical survey of agent-based wholesale electricity market models

被引:257
作者
Weidlich, Anke [1 ]
Veit, Daniel [1 ]
机构
[1] Univ Mannheim, Chair Business Adm & Informat Syst, D-68131 Mannheim, Germany
关键词
agent-based computational economics; simulation; electricity market modeling;
D O I
10.1016/j.eneco.2008.01.003
中图分类号
F [经济];
学科分类号
02 [经济学];
摘要
The complexity of electricity markets calls for rich and flexible modeling techniques that help to understand market dynamics and to derive advice for the design of appropriate regulatory frameworks. Agent-Based Computational Economics (ACE) is a fairly young research paradigm that offers methods for realistic electricity market modeling. A growing number of researchers have developed agent-based models for simulating electricity markets. The diversity of approaches makes it difficult to overview the field of ACE electricity research; this literature survey should guide the way through and describe the state-of-the-art of this research area. In a conclusive summary, shortcomings of existing approaches and open issues that should be addressed by ACE electricity researchers are critically discussed. (c) 2008 Elsevier B.V All rights reserved.
引用
收藏
页码:1728 / 1759
页数:32
相关论文
共 86 条
[1]
Arifovic Jasmina., 2004, Journal of Public Economic Theory, V6, P203, DOI [10.1111/j.1467-9779.2004.00165.x, DOI 10.1111/J.1467-9779.2004.00165.X]
[2]
ATKINS K, 2004, 6 IAEE EUR C MOD EN
[3]
Auer P, 2003, SIAM J COMPUT, V32, P48, DOI 10.1137/S0097539701398375
[4]
Axelrod R., 1997, COMPLEXITY COOPERATI
[5]
A multiagent model of the UK market in electricity generation [J].
Bagnall, AJ ;
Smith, GD .
IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2005, 9 (05) :522-536
[6]
Bagnall AJ, 2004, STUD FUZZ SOFT COMP, V150, P167
[7]
Bagnall AJ, 2000, 2000 INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY, VOLS I-III, PROCEEDINGS, P891, DOI 10.1109/ICPST.2000.897139
[8]
Bagnall AJ, 2000, LECT NOTES COMPUT SC, V1829, P191
[9]
BAGNALL AJ, 2000, P GEN EV COMP C GECC
[10]
BAGNALL AJ, 2000, THESIS U E ANGLIA