The Research on Siting and Sizing of Electric Vehicle Charging Stations Based on Two Stage Optimization
- DOI
- 10.2991/icmeis-15.2015.154How to use a DOI?
- Keywords
- Two stage optimization; electric vehicles; planning of charging station; cuckoo search algorithm.
- Abstract
To meet the charging demand of the electric vehicles (EVs), a new two stage optimization (TSO) method is proposed in this paper with the consideration of the public service attributes of EV charging station (CS) and its impact on the distribution network. First, the locating and sizing scheme based on the multi-level capacity of CS is presented according to EV charging demand. Next, the optimal method of CS connected to the grid is derived from the point of view of the distribution network. Then, Mixed Integer Programming (MIP) and Improved Cuckoo Search (ICS) algorithm are sequentially applied to solve above optimization problem. Finally, experimental results manifest that the proposed model and algorithm are practical, useful and feasible.
- Copyright
- © 2015, 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 - Yu Jing AU - Xueliang Huang AU - Zhong Chen AU - Jun Cheng PY - 2015/08 DA - 2015/08 TI - The Research on Siting and Sizing of Electric Vehicle Charging Stations Based on Two Stage Optimization BT - Proceedings of the 3rd International Conference on Mechanical Engineering and Intelligent Systems (ICMEIS 2015) PB - Atlantis Press SP - 820 EP - 826 SN - 2352-5401 UR - https://doi.org/10.2991/icmeis-15.2015.154 DO - 10.2991/icmeis-15.2015.154 ID - Jing2015/08 ER -