A Two-Stage Framework for Spatio-Temporal Clustering and Forecasting of Electric Vehicle Charging

The increasing adoption of electric vehicles (EVs) presents both challenges and opportunities for power systems, particularly in understanding and forecasting charging behavior. This paper presents a two-stage framework to segment and forecast electric-vehicle (EV) charging behavior using spatio-tem...

Full description

Bibliographic Details

Published in:	IEEE Access
Main Authors:	Saman Shahrokhi, Zhanle Wang, Raman Paranjape, Darcy Kozoriz, James Fick, Shea Pederson
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	Electric vehicles (EV) charging behavior clustering fuzzy C-means (FCM) hierarchical clustering Gaussian mixture model (GMM)
Online Access:	https://ieeexplore.ieee.org/document/11208601/