Optimal placement of charging stations using CSO-TLBO algorithm

Sanchari Deb, Karuna Kalita, Xiao-Zhi Gao, Kari Tammi, Pinakeshwar Mahanta

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussaConference contributionScientificvertaisarvioitu

6 Sitaatiot (Scopus)

Abstrakti

The growing apprehension regarding greenhouse gas emission accompanied by fossil fuel depletion has instigated the electrification of transportation sector. As a consequence of this Electric Vehicle (EV) has emerged as an environment friendly solution for the automobile industry. For large scale deployment of EVs development of proper charging infrastructure is indispensable. Charging stations (CS) must be placed in the transport network in such a way that the distribution network parameters are least affected. This work proposes a novel approach for co-ordinated planning of EV charging infrastructures considering superimposition of both transport and distribution network. This approach is validated on IEEE 33 bus distribution network superimposed with 25 node road network. The capability of a new hybrid algorithm which is an amalgamation of Chicken Swarm Algorithm (CSO) and Teaching Learning Based Optimization Algorithm (TLBO) is utilized in this work for attaining optimal solution.
AlkuperäiskieliEnglanti
OtsikkoProceedings of the 2017 Third IEEE International Conference on Research in Computational Intelligence and Communication Networks, ICRCICN 2017
KustantajaIEEE
Sivut84-89
Sivumäärä6
ISBN (elektroninen)978-1-5386-1931-5
DOI - pysyväislinkit
TilaJulkaistu - 2017
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
TapahtumaInternational Conference on Research in Computational Intelligence and Communication Networks - Kolkata, Intia
Kesto: 3 marraskuuta 20175 marraskuuta 2017
Konferenssinumero: 3
http://icrcicn.in/

Conference

ConferenceInternational Conference on Research in Computational Intelligence and Communication Networks
LyhennettäICRCICN
MaaIntia
KaupunkiKolkata
Ajanjakso03/11/201705/11/2017
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  • Siteeraa tätä

    Deb, S., Kalita, K., Gao, X-Z., Tammi, K., & Mahanta, P. (2017). Optimal placement of charging stations using CSO-TLBO algorithm. teoksessa Proceedings of the 2017 Third IEEE International Conference on Research in Computational Intelligence and Communication Networks, ICRCICN 2017 (Sivut 84-89). IEEE. https://doi.org/10.1109/ICRCICN.2017.8234486