Game-Theoretic Optimization of Bilateral Contract Transaction for Generation Companies and Large Consumers with Incomplete Information
Bilateral contract transaction among generation companies and large consumers is attracting much attention in the electricity market. A large consumer can purchase energy from generation companies directly under a bilateral contract, which can guarantee the economic interests of both sides. However,...
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doaj-ea7b093b56ac4152aeba30fba03b2d322020-11-25T02:46:56ZengMDPI AGEntropy1099-43002017-06-0119627210.3390/e19060272e19060272Game-Theoretic Optimization of Bilateral Contract Transaction for Generation Companies and Large Consumers with Incomplete InformationYi Tang0Jing Ling1Cheng Wu2Ning Chen3Xiaofeng Liu4Bingtuan Gao5School of Electrical Engineering, Southeast University, Nanjing 210096, ChinaSchool of Electrical Engineering, Southeast University, Nanjing 210096, ChinaSchool of Electrical Engineering, Southeast University, Nanjing 210096, ChinaChina Electric Power Research Institute, Nanjing 210003, ChinaSchool of Electrical Engineering, Southeast University, Nanjing 210096, ChinaSchool of Electrical Engineering, Southeast University, Nanjing 210096, ChinaBilateral contract transaction among generation companies and large consumers is attracting much attention in the electricity market. A large consumer can purchase energy from generation companies directly under a bilateral contract, which can guarantee the economic interests of both sides. However, in pursuit of more profit, the competitions in the transaction exist not only between the company side and the consumer side, but also among generation companies. In order to maximize its profit, each company needs to optimize bidding price to attract large consumers. In this paper, a master–slave game is proposed to describe the competitions among generation companies and large consumers. Furthermore, a Bayesian game approach is formulated to describe the competitions among generation companies considering the incomplete information. In the model, the goal of each company is to determine the optimal bidding price with Bayesian game; and based on the bidding price provided by companies and the predicted spot price, large consumers decide their personnel purchase strategy to minimize their cost. Simulation results show that each participant in the transaction can benefit from the proposed game.http://www.mdpi.com/1099-4300/19/6/272bilateral contractdirect power purchaseincomplete informationBayesian gamemaster–salve game |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Yi Tang Jing Ling Cheng Wu Ning Chen Xiaofeng Liu Bingtuan Gao |
spellingShingle |
Yi Tang Jing Ling Cheng Wu Ning Chen Xiaofeng Liu Bingtuan Gao Game-Theoretic Optimization of Bilateral Contract Transaction for Generation Companies and Large Consumers with Incomplete Information Entropy bilateral contract direct power purchase incomplete information Bayesian game master–salve game |
author_facet |
Yi Tang Jing Ling Cheng Wu Ning Chen Xiaofeng Liu Bingtuan Gao |
author_sort |
Yi Tang |
title |
Game-Theoretic Optimization of Bilateral Contract Transaction for Generation Companies and Large Consumers with Incomplete Information |
title_short |
Game-Theoretic Optimization of Bilateral Contract Transaction for Generation Companies and Large Consumers with Incomplete Information |
title_full |
Game-Theoretic Optimization of Bilateral Contract Transaction for Generation Companies and Large Consumers with Incomplete Information |
title_fullStr |
Game-Theoretic Optimization of Bilateral Contract Transaction for Generation Companies and Large Consumers with Incomplete Information |
title_full_unstemmed |
Game-Theoretic Optimization of Bilateral Contract Transaction for Generation Companies and Large Consumers with Incomplete Information |
title_sort |
game-theoretic optimization of bilateral contract transaction for generation companies and large consumers with incomplete information |
publisher |
MDPI AG |
series |
Entropy |
issn |
1099-4300 |
publishDate |
2017-06-01 |
description |
Bilateral contract transaction among generation companies and large consumers is attracting much attention in the electricity market. A large consumer can purchase energy from generation companies directly under a bilateral contract, which can guarantee the economic interests of both sides. However, in pursuit of more profit, the competitions in the transaction exist not only between the company side and the consumer side, but also among generation companies. In order to maximize its profit, each company needs to optimize bidding price to attract large consumers. In this paper, a master–slave game is proposed to describe the competitions among generation companies and large consumers. Furthermore, a Bayesian game approach is formulated to describe the competitions among generation companies considering the incomplete information. In the model, the goal of each company is to determine the optimal bidding price with Bayesian game; and based on the bidding price provided by companies and the predicted spot price, large consumers decide their personnel purchase strategy to minimize their cost. Simulation results show that each participant in the transaction can benefit from the proposed game. |
topic |
bilateral contract direct power purchase incomplete information Bayesian game master–salve game |
url |
http://www.mdpi.com/1099-4300/19/6/272 |
work_keys_str_mv |
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1724755707037745152 |