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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Main Authors: Yi Tang, Jing Ling, Cheng Wu, Ning Chen, Xiaofeng Liu, Bingtuan Gao
Format: Article
Language:English
Published: MDPI AG 2017-06-01
Series:Entropy
Subjects:
Online Access:http://www.mdpi.com/1099-4300/19/6/272
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spelling 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
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AT jingling gametheoreticoptimizationofbilateralcontracttransactionforgenerationcompaniesandlargeconsumerswithincompleteinformation
AT chengwu gametheoreticoptimizationofbilateralcontracttransactionforgenerationcompaniesandlargeconsumerswithincompleteinformation
AT ningchen gametheoreticoptimizationofbilateralcontracttransactionforgenerationcompaniesandlargeconsumerswithincompleteinformation
AT xiaofengliu gametheoreticoptimizationofbilateralcontracttransactionforgenerationcompaniesandlargeconsumerswithincompleteinformation
AT bingtuangao gametheoreticoptimizationofbilateralcontracttransactionforgenerationcompaniesandlargeconsumerswithincompleteinformation
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