[HTML][HTML] Multi-view graph contrastive representative learning for intrusion detection in EV charging station

Y Li, G Chen, Z Dong - Applied Energy, 2025 - Elsevier
With the rapid proliferation of electric vehicles (EVs), the need to enhance EV charging
infrastructure with integrated communication and software functionalities has become …

An adaptive spatio-temporal graph recurrent network for short-term electric vehicle charging demand prediction

S Wang, Y Li, C Shao, P Wang, A Wang, C Zhuge - Applied Energy, 2025 - Elsevier
Predicting Electric vehicle (EV) charging demand can facilitate the efficient operation and
management of the smart power grid and intelligent transportation systems. We propose an …

Towards Efficient Coordination of Power Distribution Network and Electric Vehicles: Deep Reinforcement Learning with Robust Reward Function

P Li, S Chen, Z Wei, Q Wu, G Sun… - IEEE Transactions on …, 2025 - ieeexplore.ieee.org
The rapid increase in electric vehicle (EV) usage has led to an urgent need for coordinating
EV charging activities with power distribution networks (PDNs) to accommodate the resulting …