Predicting and Forecasting of Vehicle Charging Station Using ECNN with DHFO Algorithm

• Published in: Energies (Basel) Vol. 17; no. 17; p. 4308
• Main Authors: Paul, Rosebell, Selvan, Mercy Paul
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.09.2024
• Subjects: Artificial intelligence; Classification; Distributional Homogeneity Feature Optimization (DHFO); Electric vehicles; Enhanced Cladistic Neural Network (ECNN); Feature selection; Forecasting; forecasting data; Neural networks; Optimization techniques; vehicle charging station prediction

The forecast of the optimal placement of a charging station (CS) according to the real-time consumption of electric vehicles is a subject of urgency in this new era. The demand of a charging station in an area based on the trend of consumption can be predicted by means of interpolation and the extra...