4.6 Article

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

Journal

IEEE ACCESS
Volume 9, Issue -, Pages 5585-5597

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/ACCESS.2020.3048329

Keywords

Investment; Planning; Generators; NIST; Game theory; Renewable energy sources; Power systems; Cooperative game theory; Myerson value; Nash bargaining solution (NBS); network structure; networked microgrids; Shapley value

Funding

  1. Human Resources Program in Energy Technology'' initiative of the Korea Institute of Energy Technology Evaluation and Planning (KETEP) - Ministry of Trade, Industry & Energy, Republic of Korea [20184010201690]
  2. National Research Foundation of Korea (NRF) - Ministry of Science and ICT (MSIT), Korea Government [2020R1F1A1075137]
  3. Korea Evaluation Institute of Industrial Technology (KEIT) [20184010201690] Funding Source: Korea Institute of Science & Technology Information (KISTI), National Science & Technology Information Service (NTIS)
  4. National Research Foundation of Korea [2020R1F1A1075137] Funding Source: Korea Institute of Science & Technology Information (KISTI), National Science & Technology Information Service (NTIS)

Ask authors/readers for more resources

By studying cooperative game theory, a profit-sharing rule suitable for incomplete networks is proposed, and after comparative experiments with Korean data, it is confirmed that this rule can fairly distribute profits based on the contributions of each MG.
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.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.6
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available