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A distributed power sharing framework among households in microgrids: a repeated game approach
- Source :
- Computing, 99(1), 23. Springer Wien, Recercat. Dipósit de la Recerca de Catalunya, instname, UPCommons. Portal del coneixement obert de la UPC, Universitat Politècnica de Catalunya (UPC), Computing, 99(1), 23-37, Computing 99 (2017) 1
- Publication Year :
- 2017
-
Abstract
- In microgrids, the integration of distributed energy resources (DERs) in the residential sector can improve power reliability, and potentially reduce power demands and carbon emissions. Improving the utilization of renewable energy in households is a critical challenge for DERs. In this regard, renewable power sharing is one of the possible solutions to tackle this problem. Even though this solution has attracted significant attention recently, most of the proposed power sharing frameworks focus more on centralized schemes. In contrast, in this paper, the performance of a proposed distributed power sharing framework is investigated. The problem is formulated as a repeated game between households in a microgrid. In this game, each household decides to cooperate and borrow/lend some amount of renewable power from/to a neighboring household, or to defect and purchase the entire demands from the main grid based on a payoff function. The Nash equilibrium of this game is characterized and the effect of the strategies taken by the households on the system is analyzed. We conduct an extensive evaluation using real demand data from 12 households of different sizes and power consumption profiles in Stockholm. Numerical results indicate that cooperation is beneficial from both an economical and environmental perspective and that households can achieve cost savings up to 20 %. This work was partially supported by projects TIN2013-47272-C2-2, TEC2012-32354 and SGR-2014-881.
- Subjects :
- Mathematical optimization
Computer science
020209 energy
Microgrids (Smart power grids)
Distributed energy resources
02 engineering and technology
Demand side management
Theoretical Computer Science
symbols.namesake
valorisation
0202 electrical engineering, electronic engineering, information engineering
Enginyeria elèctrica::Distribució d’energia elèctrica [Àrees temàtiques de la UPC]
Jocs, Teoria de
Microgrids
Informàtica::Arquitectura de computadors [Àrees temàtiques de la UPC]
Game theory
Numerical Analysis
business.industry
Electric power distribution
Distributed power
Environmental economics
Computer Science Applications
Renewable energy
Computational Mathematics
Computational Theory and Mathematics
Nash equilibrium
Greenhouse gas
Distributed generation
symbols
Repeated game
Energia elèctrica -- Distribució
020201 artificial intelligence & image processing
Microgrid
Electricity cost minimization problem
business
Carbon emission reduction strategies
Software
Subjects
Details
- Language :
- English
- ISSN :
- 0010485X
- Database :
- OpenAIRE
- Journal :
- Computing, 99(1), 23. Springer Wien, Recercat. Dipósit de la Recerca de Catalunya, instname, UPCommons. Portal del coneixement obert de la UPC, Universitat Politècnica de Catalunya (UPC), Computing, 99(1), 23-37, Computing 99 (2017) 1
- Accession number :
- edsair.doi.dedup.....b2b6d263a445983adb8fd80c561d43af