Title :
An autonomous decentralized mechanism for energy interchanges with accelerated diffusion based on MCMC
Author :
Sakumoto, Yusuke ; Taniguchi, Ittetsu
Author_Institution :
Grad. Sch. of Syst. Design, Tokyo Metropolitan Univ., Hino, Japan
Abstract :
It is not easy to provide energy supply based on renewable energy enough to satisfy energy demand anytime and anywhere because renewable energy amounts depends on geographical conditions and the time of day. This paper proposes a novel autonomous decentralized mechanism of energy interchanges between distributed batteries on the basis of the diffusion equation and MCMC (Markov chain Monte Carlo) for realizing energy supply appropriately for energy demand. Experimental results show the proposed mechanism effectively works under several situations.
Keywords :
Markov processes; Monte Carlo methods; diffusion; renewable energy sources; secondary cells; MCMC; Markov chain Monte Carlo; accelerated diffusion; autonomous decentralized mechanism; distributed batteries; energy demand; energy interchanges; energy supply; geographical conditions; renewable energy; Batteries; Equations; Generators; Mathematical model; Microgrids; Proposals; Renewable energy sources;
Conference_Titel :
Design Automation Conference (ASP-DAC), 2015 20th Asia and South Pacific
Conference_Location :
Chiba
Print_ISBN :
978-1-4799-7790-1
DOI :
10.1109/ASPDAC.2015.7059018