Optimal Planning for Electric Vehicle Charging Station Considering the Constraint of Battery Capacity
- 10.2991/icaita-16.2016.86How to use a DOI?
- electric vehicle; charging station; battery capacity, chaos and harmony search algorithm
Planning EV charging stations reasonably is significant to the development of whole EV industry. Taking constraints of charging capacity and investment limitation into account, the optimization model of EV charging station planning with the objective function of minimum annual cost is established. Constraint of service radius is replaced by constraint of battery capacity which takes the factor of EV itself in order to eliminate the possible planning failure. The model is solved by the chaos and harmony search algorithm and the optimal result of the charging stations planning is obtained. Case analysis shows that the method proposed in this paper has a certain practical and scientific, and can provide some reference for the planning of EV charging stations.
- © 2016, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Ming Zeng AU - Xiaohui Zhan AU - Yuanfei Li PY - 2016/01 DA - 2016/01 TI - Optimal Planning for Electric Vehicle Charging Station Considering the Constraint of Battery Capacity BT - Proceedings of the 2016 International Conference on Artificial Intelligence: Technologies and Applications PB - Atlantis Press SP - 349 EP - 353 SN - 1951-6851 UR - https://doi.org/10.2991/icaita-16.2016.86 DO - 10.2991/icaita-16.2016.86 ID - Zeng2016/01 ER -