Review of Cooperative Game Theory applications in power system expansion planning. (July 2021)
- Record Type:
- Journal Article
- Title:
- Review of Cooperative Game Theory applications in power system expansion planning. (July 2021)
- Main Title:
- Review of Cooperative Game Theory applications in power system expansion planning
- Authors:
- Churkin, Andrey
Bialek, Janusz
Pozo, David
Sauma, Enzo
Korgin, Nikolay - Abstract:
- Abstract: In recent years, mechanisms of cooperation in power systems have attracted increasing attention from academia and industry. Such mechanisms require sharing the benefits of cooperation among participants based on some rational and obvious principles. In this regard, Cooperative Game Theory (CGT) provides a rich theoretical background for the analysis of projects where participants (called players) can make collective actions to obtain mutual benefits. CGT concepts not only solve the subsequent allocation problems but also reveal the bargaining power of players and estimate the stability of cooperation over a project. In this paper, we aim to classify and promote CGT applications in power systems. While covering a broad range of applications (such as cost and benefit allocation, transmission pricing, projects ranking, allocation of power losses), we pay particular attention to power system expansion planning. We first introduce an illustrative example of cooperation in transmission expansion planning and discuss the applicability of CGT solution concepts. To give a complete picture of the state of the art, we perform a citation network analysis of more than 3000 related studies from 1996 to 2020. Exploiting the graph layout and modularity algorithms, we identify the main research communities and highlight their contributions. We found that significant progress has been achieved in developing mechanisms of cooperation in power systems based on CGT solution concepts.Abstract: In recent years, mechanisms of cooperation in power systems have attracted increasing attention from academia and industry. Such mechanisms require sharing the benefits of cooperation among participants based on some rational and obvious principles. In this regard, Cooperative Game Theory (CGT) provides a rich theoretical background for the analysis of projects where participants (called players) can make collective actions to obtain mutual benefits. CGT concepts not only solve the subsequent allocation problems but also reveal the bargaining power of players and estimate the stability of cooperation over a project. In this paper, we aim to classify and promote CGT applications in power systems. While covering a broad range of applications (such as cost and benefit allocation, transmission pricing, projects ranking, allocation of power losses), we pay particular attention to power system expansion planning. We first introduce an illustrative example of cooperation in transmission expansion planning and discuss the applicability of CGT solution concepts. To give a complete picture of the state of the art, we perform a citation network analysis of more than 3000 related studies from 1996 to 2020. Exploiting the graph layout and modularity algorithms, we identify the main research communities and highlight their contributions. We found that significant progress has been achieved in developing mechanisms of cooperation in power systems based on CGT solution concepts. However, several challenges and limitations of these concepts still have to be overcome, such as scalability, nonconvexity of cooperative games, coalitions formation assumption, ex-post game-theoretic analysis, incompleteness and manipulability of information. The overview presented in this paper and the citation network analysis performed can help scientists and engineers in comprehending the CGT solution concepts, discovering novel applications for power systems, and contributing to this promising multidisciplinary research direction. Highlights: A thorough and systematic review based on the citation network analysis. Discussion of the theoretical background and main solution concepts. The revealed research communities focus on multi-agent systems, expansion planning, and Cooperative Game Theory applications. The applicability of Cooperative Game Theory in power systems becomes recognized. Yet, there are many challenges and limitations to overcome. … (more)
- Is Part Of:
- Renewable & sustainable energy reviews. Volume 145(2021)
- Journal:
- Renewable & sustainable energy reviews
- Issue:
- Volume 145(2021)
- Issue Display:
- Volume 145, Issue 2021 (2021)
- Year:
- 2021
- Volume:
- 145
- Issue:
- 2021
- Issue Sort Value:
- 2021-0145-2021-0000
- Page Start:
- Page End:
- Publication Date:
- 2021-07
- Subjects:
- Cooperative Game Theory -- Power systems -- Multi-agent systems -- Transmission expansion planning -- Electricity markets -- Cost allocation -- Citation network analysis
Renewable energy sources -- Periodicals
Power resources -- Periodicals
Énergies renouvelables -- Périodiques
Ressources énergétiques -- Périodiques
333.794 - Journal URLs:
- http://www.sciencedirect.com/science/journal/13640321 ↗
http://www.elsevier.com/journals ↗
http://www.journals.elsevier.com/renewable-and-sustainable-energy-reviews ↗ - DOI:
- 10.1016/j.rser.2021.111056 ↗
- Languages:
- English
- ISSNs:
- 1364-0321
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 7364.186000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 16877.xml