Title :
A novel matchmaking algorithm for smart grid applications
Author :
Spata, Massimo Orazio ; Rinaudo, S. ; Gennaro, Francesco
Author_Institution :
IPG - RD, STMicroelectron., Catania, Italy
Abstract :
Power conversion for sustainable energy production and distribution is one of the most active areas, since efficient power conversion is required at every level of energy supply chain, from the producer to the consumer. Even more, the demand of energy efficient and reliable power conversion is further strengthened by the current evolution towards intelligent energy networks, i.e. smart grids, which facilitate the pervasive integration and deployment of renewable energy sources. In the state of the art, Smart Grids electrical energy generation is based on the load demand. When switching to renewable energy sources, this scheme becomes problematic because sources are not always available on demand, unless a large costly storage capacity is introduced; moreover energy cost for user during the day peak hours becomes very expensive for end users. A cheaper solution is to match the load demand with the instantaneously available power and amount of stored energy. In this paper, a new matchmaking solution based on Multi Agent System and Game Theory has been developed and implemented, optimizing the Smart Grid energy management and consequently reducing costs for end users.
Keywords :
demand side management; game theory; multi-agent systems; power conversion; renewable energy sources; smart power grids; costs reduction; electrical energy generation; energy supply chain; game theory; intelligent energy networks; load demand; matchmaking algorithm; multi-agent system; pervasive integration; power conversion reliability; renewable energy sources; smart grid energy management; sustainable energy distribution; sustainable energy production; Arrays; Energy storage; Games; Nash equilibrium; Power conversion; Smart grids; Distributed Systems; Game Theory; Load demand; Multi Agent System; Smart Grid;
Conference_Titel :
Engineering, Technology and Innovation (ICE), 2014 International ICE Conference on
Conference_Location :
Bergamo
DOI :
10.1109/ICE.2014.6871528