TY - GEN
T1 - EDA-based charging algorithm for plug-in hybrid electric vehicle to shift the peak of power supply
AU - Tazoe, Takashi
AU - Yamamoto, Soushi
AU - Onda, Harunaga
AU - Takeshita, Hidetoshi
AU - Okamoto, Satoru
AU - Yamanaka, Naoaki
N1 - Copyright:
Copyright 2013 Elsevier B.V., All rights reserved.
PY - 2013
Y1 - 2013
N2 - This paper proposes a charging algorithm which is based on the Estimation of Distribution Algorithm (EDA) for Plug in Hybrid Electric Vehicle (PHEV). The proposed algorithm shifts the peak of power supply, satisfies the requested State of Charge (SoC [%]), and minimizes the charging cost. The proposed algorithm uses flexible weight for charging and upper charging limit to each PHEV to minimize the charge amount in peak time. The simulation result shows that the proposed algorithm shifts the peak of power supply in commute time zones, satisfies SoC of 93% PHEVs, and reduces charging cost by 31% compared with conventional EDA algorithm.
AB - This paper proposes a charging algorithm which is based on the Estimation of Distribution Algorithm (EDA) for Plug in Hybrid Electric Vehicle (PHEV). The proposed algorithm shifts the peak of power supply, satisfies the requested State of Charge (SoC [%]), and minimizes the charging cost. The proposed algorithm uses flexible weight for charging and upper charging limit to each PHEV to minimize the charge amount in peak time. The simulation result shows that the proposed algorithm shifts the peak of power supply in commute time zones, satisfies SoC of 93% PHEVs, and reduces charging cost by 31% compared with conventional EDA algorithm.
KW - Estimation of distribution algorithm
KW - Plug in hybrid energy vehicle
KW - Smart grid
UR - http://www.scopus.com/inward/record.url?scp=84872449105&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84872449105&partnerID=8YFLogxK
U2 - 10.4028/www.scientific.net/AMM.267.46
DO - 10.4028/www.scientific.net/AMM.267.46
M3 - Conference contribution
AN - SCOPUS:84872449105
SN - 9783037855805
T3 - Applied Mechanics and Materials
SP - 46
EP - 50
BT - Vehicle and Mechanical Engineering and Information Technology
T2 - 2012 International Conference on Vehicle and Mechanical Engineering and Information Technology, VMEIT 2012
Y2 - 7 September 2012 through 9 September 2012
ER -