Dynamic charging and discharging for electric vehicles in microgrids

  • Le, T.N.; 
  • Al-Rubaye, S.; 
  • Liang, H.; 
  • Choi, B.J.
Citations

SCOPUS

17

초록

Electric vehicle (EV) charging and discharging management is an essential component of the smart grids, especially in microgrids due to the high dependence on the local energy sources. In order to provide EV users with freedom to charge and travel, we propose a dynamic scheduling algorithm that does not require EV users to inform their charging time to the control center. The proposed algorithm serves the charging requests from EVs in a best-effort manner while minimizing the energy cost of EV users and guaranteeing the grid related constraint of microgrid. Specifically, we formulate a stochastic optimization problem to minimize the energy cost of charging and discharging for each EV with respect to the same constraints of the proposed algorithm. The simulation results show that the proposed algorithm achieves energy cost better or close to that of the conventional methods without requiring the a-priori knowledge of load demand, renewable energy source (RES) output, and EV charging plans. © 2015 IEEE.

키워드

Algorithms; Charging (batteries); Costs; Electric power distribution; Electric power transmission networks; Electric vehicles; Optimization; Renewable energy resources; Scheduling algorithms; Charging time; Control center; Conventional methods; Dynamic scheduling algorithms; Management IS; Priori knowledge; Renewable energy source; Stochastic optimization problems; Smart power grids
제목
Dynamic charging and discharging for electric vehicles in microgrids
저자
Le, T.N.; Al-Rubaye, S.; Liang, H.; Choi, B.J.
DOI
10.1109/ICCW.2015.7247477
발행일
2015-09
유형
Conference Paper
저널명
2015 IEEE International Conference on Communication Workshop, ICCW 2015
페이지
2018 ~ 2022