IJEEDC Cluster Analysis for Creating Optimized EV Charging Ecosystem

Journal Paper

Paper Title :Cluster Analysis for Creating Optimized EV Charging Ecosystem

Author :Manish Devkota, Kushal Gera, Mohd Parvez Khan

Article Citation :Manish Devkota ,Kushal Gera ,Mohd Parvez Khan , (2022 ) " Cluster Analysis for Creating Optimized EV Charging Ecosystem " , International Journal of Electrical, Electronics and Data Communication (IJEEDC) , pp. 17-20, Volume-10,Issue-5

Abstract : Abstract - We all acknowledge that electrification will bring a big change to our grids, environment and CO2 emissions as well, but big hurdles to this revolution primarily start from charging infrastructure. So by this research paper we have tried to introduce some advancements over the orthodox approach of building a charging station network and route finding algorithm for such charging stations. For our help we have leveraged machine learning clustering algorithms like K-Means and Fuzzy C-Means to help us find the most optimum location of charging stations based on real world factors like population density, free land area availability, halting hotspots, restaurants, malls, etc.

Type : Research paper

Published : Volume-10,Issue-5


	\|		PDF	\|	Viewed - 40	\|	Published on 2022-08-03

Dec. 2024
Submitted Papers	:	80
Accepted Papers	:	10
Rejected Papers	:	70
Acc. Perc	:	12%
Issue Published	:	140
Paper Published	:	1764
No. of Authors	:	4906

Published : Volume-10,Issue-5

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