TY - JOUR
T1 - Construction of distributed cooperative EMS in multiple homes based on EV state prediction and MPC
AU - Ogata, Yuuki
AU - Yamauchi, Ken
AU - Namerikawa, Toru
N1 - Publisher Copyright:
© 2021 The Institute of Electrical Engineers of Japan.
PY - 2021
Y1 - 2021
N2 - In this paper, we propose a novel energy management system (EMS) in which multiple homes cooperate. A buffer with a storage battery is needed to realize efficient power control in response to fluctuations in power demand and supply. Since there are problems such as economic cost and securing of installation place to apply the storage battery, it is conceivable to use electric vehicles (EV) instead. However, EVs need to be charged or discharged at home in preparation for traveling. The purpose of this paper is to propose a distributed cooperative energy management method for multiple homes based on EV state prediction and model predictive control (MPC). Finally, numerical simulation results show the effectiveness of the proposed algorithm.
AB - In this paper, we propose a novel energy management system (EMS) in which multiple homes cooperate. A buffer with a storage battery is needed to realize efficient power control in response to fluctuations in power demand and supply. Since there are problems such as economic cost and securing of installation place to apply the storage battery, it is conceivable to use electric vehicles (EV) instead. However, EVs need to be charged or discharged at home in preparation for traveling. The purpose of this paper is to propose a distributed cooperative energy management method for multiple homes based on EV state prediction and model predictive control (MPC). Finally, numerical simulation results show the effectiveness of the proposed algorithm.
KW - Demand response
KW - Distributed model predictive control
KW - Electric vehicle
KW - Energy management system
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U2 - 10.1541/ieejeiss.141.685
DO - 10.1541/ieejeiss.141.685
M3 - Article
AN - SCOPUS:85105342958
SN - 0385-4221
VL - 141
SP - 685
EP - 693
JO - IEEJ Transactions on Electronics, Information and Systems
JF - IEEJ Transactions on Electronics, Information and Systems
IS - 5
ER -