Profit-Sharing Rule for Networked Microgrids Based on Myerson Value in Cooperative Game

Networked microgrids (MGs) have several advantages over individual MGs such as reliability improvement and cost reduction. To promote the mutual connection of individual MGs, a rational and predictable profit-sharing rule is required. This study investigates a rule for the fair distribution of profi...

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Main Authors: Jeongmeen Suh, Sung-Guk Yoon
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9311637/
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spelling doaj-df6fba2ad3f34c9fa4e0d83a5f4ce5ca2021-03-30T14:50:43ZengIEEEIEEE Access2169-35362021-01-0195585559710.1109/ACCESS.2020.30483299311637Profit-Sharing Rule for Networked Microgrids Based on Myerson Value in Cooperative GameJeongmeen Suh0https://orcid.org/0000-0002-3704-239XSung-Guk Yoon1https://orcid.org/0000-0002-8987-6628Department of Global Commerce, Soongsil University, Seoul, South KoreaDepartment of Electrical Engineering, Soongsil University, Seoul, South KoreaNetworked microgrids (MGs) have several advantages over individual MGs such as reliability improvement and cost reduction. To promote the mutual connection of individual MGs, a rational and predictable profit-sharing rule is required. This study investigates a rule for the fair distribution of profit in networked MGs according to their contributions that come from connecting between them. Cooperative game theory defines profit-sharing problems such as the Nash bargaining solution (NBS) and Shapley value. However, as the two solution concepts are used assuming that the network is complete, they do not account for the positional contribution of each MG in a given network. We propose a variation of the Shapley value designed for an incomplete network, the Myerson value. We investigate how Myerson value-based profit-sharing rule can account for both the role and positional contributions of each MG. Using Korean data, we compare the profit distribution results for the three sharing rules (the NBS, Shapley value, and Myerson value). The result confirms that the proposed rule fairly distributes the profit according to one's contribution, even when MGs are incompletely connected.https://ieeexplore.ieee.org/document/9311637/Cooperative game theoryMyerson valueNash bargaining solution (NBS)network structurenetworked microgridsShapley value
collection DOAJ
language English
format Article
sources DOAJ
author Jeongmeen Suh
Sung-Guk Yoon
spellingShingle Jeongmeen Suh
Sung-Guk Yoon
Profit-Sharing Rule for Networked Microgrids Based on Myerson Value in Cooperative Game
IEEE Access
Cooperative game theory
Myerson value
Nash bargaining solution (NBS)
network structure
networked microgrids
Shapley value
author_facet Jeongmeen Suh
Sung-Guk Yoon
author_sort Jeongmeen Suh
title Profit-Sharing Rule for Networked Microgrids Based on Myerson Value in Cooperative Game
title_short Profit-Sharing Rule for Networked Microgrids Based on Myerson Value in Cooperative Game
title_full Profit-Sharing Rule for Networked Microgrids Based on Myerson Value in Cooperative Game
title_fullStr Profit-Sharing Rule for Networked Microgrids Based on Myerson Value in Cooperative Game
title_full_unstemmed Profit-Sharing Rule for Networked Microgrids Based on Myerson Value in Cooperative Game
title_sort profit-sharing rule for networked microgrids based on myerson value in cooperative game
publisher IEEE
series IEEE Access
issn 2169-3536
publishDate 2021-01-01
description Networked microgrids (MGs) have several advantages over individual MGs such as reliability improvement and cost reduction. To promote the mutual connection of individual MGs, a rational and predictable profit-sharing rule is required. This study investigates a rule for the fair distribution of profit in networked MGs according to their contributions that come from connecting between them. Cooperative game theory defines profit-sharing problems such as the Nash bargaining solution (NBS) and Shapley value. However, as the two solution concepts are used assuming that the network is complete, they do not account for the positional contribution of each MG in a given network. We propose a variation of the Shapley value designed for an incomplete network, the Myerson value. We investigate how Myerson value-based profit-sharing rule can account for both the role and positional contributions of each MG. Using Korean data, we compare the profit distribution results for the three sharing rules (the NBS, Shapley value, and Myerson value). The result confirms that the proposed rule fairly distributes the profit according to one's contribution, even when MGs are incompletely connected.
topic Cooperative game theory
Myerson value
Nash bargaining solution (NBS)
network structure
networked microgrids
Shapley value
url https://ieeexplore.ieee.org/document/9311637/
work_keys_str_mv AT jeongmeensuh profitsharingrulefornetworkedmicrogridsbasedonmyersonvalueincooperativegame
AT sunggukyoon profitsharingrulefornetworkedmicrogridsbasedonmyersonvalueincooperativegame
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