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...

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Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Saman Shahrokhi, Zhanle Wang, Raman Paranjape, Darcy Kozoriz, James Fick, Shea Pederson
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	IEEE 2025-01-01
Цуврал:	IEEE Access
Нөхцлүүд:	Electric vehicles (EV) charging behavior clustering fuzzy C-means (FCM) hierarchical clustering Gaussian mixture model (GMM)
Онлайн хандалт:	https://ieeexplore.ieee.org/document/11208601/
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