GSTDTAP  > 气候变化
DOI10.1016/j.enpol.2016.09.063
An agent-based simulation of power generation company behavior in electricity markets under different market-clearing mechanisms
Aliabadi, Danial Esmaeili; Kaya, Murat; Sahin, Guvenc
2017
发表期刊ENERGY POLICY
ISSN0301-4215
EISSN1873-6777
出版年2017
卷号100
文章类型Article
语种英语
国家Turkey
英文摘要

Deregulated electricity markets are expected to provide affordable electricity for consumers through promoting competition. Yet, the results do not always fulfill the expectations. The regulator's market-clearing mechanism is a strategic choice that may affect the level of competition in the market. We conceive of the market-clearing mechanism as composed of two components: pricing rules and rationing policies. We investigate the strategic behavior of power generation companies under different market-clearing mechanisms using an agent-based simulation model which integrates a game-theoretical understanding of the auction mechanism in the electricity market and generation companies' learning mechanism. Results of our simulation experiments are presented using various case studies representing different market settings. The market in simulations is observed to converge to a Nash equilibrium of the stage game or to a similar state under most parameter combinations. Compared to pay-as-bid pricing, bid prices are closer to marginal costs on average under uniform pricing while GenCos' total profit is also higher. The random rationing policy of the ISO turns out to be more successful in achieving lower bid prices and lower GenCo profits. In minimizing GenCos' total profit, a combination of pay-as-bid pricing rule and random rationing policy is observed to be the most promising.


英文关键词Agent-based simulation Reinforcement learning Uniform pricing Pay-as-bid pricing DC-OPF Game-theory
领域气候变化
收录类别SCI-E ; SSCI
WOS记录号WOS:000391903900019
WOS关键词STRATEGIES
WOS类目Economics ; Energy & Fuels ; Environmental Sciences ; Environmental Studies
WOS研究方向Business & Economics ; Energy & Fuels ; Environmental Sciences & Ecology
引用统计
文献类型期刊论文
条目标识符http://119.78.100.173/C666/handle/2XK7JSWQ/16748
专题气候变化
作者单位Sabanci Univ, Fac Engn & Nat Sci, Istanbul, Turkey
推荐引用方式
GB/T 7714
Aliabadi, Danial Esmaeili,Kaya, Murat,Sahin, Guvenc. An agent-based simulation of power generation company behavior in electricity markets under different market-clearing mechanisms[J]. ENERGY POLICY,2017,100.
APA Aliabadi, Danial Esmaeili,Kaya, Murat,&Sahin, Guvenc.(2017).An agent-based simulation of power generation company behavior in electricity markets under different market-clearing mechanisms.ENERGY POLICY,100.
MLA Aliabadi, Danial Esmaeili,et al."An agent-based simulation of power generation company behavior in electricity markets under different market-clearing mechanisms".ENERGY POLICY 100(2017).
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