Design of electric vehicle charging station network on urban communities utilizing RSA-HBA technique
| Autor: | M. Muthuvinayagam, N. Vengadachalam, V. Subha Seethalakshmi, B. Rajani |
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| Rok vydání: | 2023 |
| Předmět: | |
| Zdroj: | Journal of Intelligent & Fuzzy Systems. :1-19 |
| ISSN: | 1875-8967 1064-1246 |
| DOI: | 10.3233/jifs-221820 |
| Popis: | This paper proposes an electric vehicle charging station (EVCS) network design on urban communities using hybrid technique. The proposed approach consists of Reptile Search Algorithm (RSA) and Honey Badger Algorithm (HBA), which is jointly called as RSA-HBA technique.In this paper, a modeling method is embedded in the proposed technique to control the optimal design and sorts of electric vehicle distribution equipment for community, considering the heterogeneity on demand and driver behaviors.Distance from home, drivers’ arrival patterns, willingness to walk, parking location and traffic on weekdays and weekends are certain important random data parameters deemed under this technique. To asymptotically coverage an optimal solution, hybrid algorithm is used. A hybrid technique is proposed to direct the computational challenges for huge-scale phenomena. A detailed computational experiment is conducted to quantify the performance of the proposed technique. The performance of proposed hybrid system is executed on MATLAB platform and related with various methods. |
| Databáze: | OpenAIRE |
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