Autonomous Household Energy Management Based on a Double Cooperative Game Approach in the Smart Grid

Taking advantage of two-way communication infrastructure and bidirectional energy trading between utility companies and customers in the future smart grid (SG), autonomous energy management programs become crucial to the demand-side management (DSM). Most of the existing autonomous energy management...

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Main Authors: Bingtuan Gao, Xiaofeng Liu, Wenhu Zhang, Yi Tang
Format: Article
Language:English
Published: MDPI AG 2015-07-01
Series:Energies
Subjects:
Online Access:http://www.mdpi.com/1996-1073/8/7/7326
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spelling doaj-b5826cf8f1ec4173ac55be1467dd36712020-11-25T00:07:57ZengMDPI AGEnergies1996-10732015-07-01877326734310.3390/en8077326en8077326Autonomous Household Energy Management Based on a Double Cooperative Game Approach in the Smart GridBingtuan Gao0Xiaofeng Liu1Wenhu Zhang2Yi Tang3School of Electrical Engineering, Southeast University, Nanjing 210096, Jiangsu, ChinaSchool of Electrical Engineering, Southeast University, Nanjing 210096, Jiangsu, ChinaSchool of Electrical Engineering, Southeast University, Nanjing 210096, Jiangsu, ChinaSchool of Electrical Engineering, Southeast University, Nanjing 210096, Jiangsu, ChinaTaking advantage of two-way communication infrastructure and bidirectional energy trading between utility companies and customers in the future smart grid (SG), autonomous energy management programs become crucial to the demand-side management (DSM). Most of the existing autonomous energy management schemes are for the scenario with a single utility company or the scenario with one-way energy trading. In this paper, an autonomous household energy management system with multiple utility companies and multiple residential customers is studied by considering the bidirectional energy trading. To minimize the overall costs of both the utility companies and the residential customers, the energy management system is formulated as a double cooperative game. That is, the interaction among the residential users is formulated as a cooperative game, where the players are the customers and the strategies are the daily schedules of their household appliances; and the interaction among the utility companies is also formulated as a cooperative game, where the players are the suppliers and the strategies are the proportions of the daily total energy they provide for the customers. Without loss of generality, the bidirectional energy trading in the double cooperative game is formulated by allowing plug-in electric vehicles (PEVs) to discharge and sell energy back. Two distributed algorithms will be provided to realize the global optimal performance in terms of minimizing the energy costs, which can be guaranteed at the Nash equilibriums of the formulated cooperative games. Finally, simulation results illustrated that the proposed double cooperative game can benefit both the utility companies and residential users significantly.http://www.mdpi.com/1996-1073/8/7/7326demand-side management (DSM)energy consumption scheduling (ECS)cooperative gameplug-in electric vehicle (PEV)smart grid (SG)
collection DOAJ
language English
format Article
sources DOAJ
author Bingtuan Gao
Xiaofeng Liu
Wenhu Zhang
Yi Tang
spellingShingle Bingtuan Gao
Xiaofeng Liu
Wenhu Zhang
Yi Tang
Autonomous Household Energy Management Based on a Double Cooperative Game Approach in the Smart Grid
Energies
demand-side management (DSM)
energy consumption scheduling (ECS)
cooperative game
plug-in electric vehicle (PEV)
smart grid (SG)
author_facet Bingtuan Gao
Xiaofeng Liu
Wenhu Zhang
Yi Tang
author_sort Bingtuan Gao
title Autonomous Household Energy Management Based on a Double Cooperative Game Approach in the Smart Grid
title_short Autonomous Household Energy Management Based on a Double Cooperative Game Approach in the Smart Grid
title_full Autonomous Household Energy Management Based on a Double Cooperative Game Approach in the Smart Grid
title_fullStr Autonomous Household Energy Management Based on a Double Cooperative Game Approach in the Smart Grid
title_full_unstemmed Autonomous Household Energy Management Based on a Double Cooperative Game Approach in the Smart Grid
title_sort autonomous household energy management based on a double cooperative game approach in the smart grid
publisher MDPI AG
series Energies
issn 1996-1073
publishDate 2015-07-01
description Taking advantage of two-way communication infrastructure and bidirectional energy trading between utility companies and customers in the future smart grid (SG), autonomous energy management programs become crucial to the demand-side management (DSM). Most of the existing autonomous energy management schemes are for the scenario with a single utility company or the scenario with one-way energy trading. In this paper, an autonomous household energy management system with multiple utility companies and multiple residential customers is studied by considering the bidirectional energy trading. To minimize the overall costs of both the utility companies and the residential customers, the energy management system is formulated as a double cooperative game. That is, the interaction among the residential users is formulated as a cooperative game, where the players are the customers and the strategies are the daily schedules of their household appliances; and the interaction among the utility companies is also formulated as a cooperative game, where the players are the suppliers and the strategies are the proportions of the daily total energy they provide for the customers. Without loss of generality, the bidirectional energy trading in the double cooperative game is formulated by allowing plug-in electric vehicles (PEVs) to discharge and sell energy back. Two distributed algorithms will be provided to realize the global optimal performance in terms of minimizing the energy costs, which can be guaranteed at the Nash equilibriums of the formulated cooperative games. Finally, simulation results illustrated that the proposed double cooperative game can benefit both the utility companies and residential users significantly.
topic demand-side management (DSM)
energy consumption scheduling (ECS)
cooperative game
plug-in electric vehicle (PEV)
smart grid (SG)
url http://www.mdpi.com/1996-1073/8/7/7326
work_keys_str_mv AT bingtuangao autonomoushouseholdenergymanagementbasedonadoublecooperativegameapproachinthesmartgrid
AT xiaofengliu autonomoushouseholdenergymanagementbasedonadoublecooperativegameapproachinthesmartgrid
AT wenhuzhang autonomoushouseholdenergymanagementbasedonadoublecooperativegameapproachinthesmartgrid
AT yitang autonomoushouseholdenergymanagementbasedonadoublecooperativegameapproachinthesmartgrid
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