3 papers
eess.SP2024
Online Electric Vehicle Charging Detection Based on Memory-based Transformer using Smart Meter Data
Ammar Mansoor Kamoona, Hui Song, Mahdi Jalili +3
The growing popularity of Electric Vehicles (EVs) poses unique challenges for grid operators and infrastructure, which requires effectively managing these vehicles' integration int…
cs.LG2024
Divide-Conquer Transformer Learning for Predicting Electric Vehicle Charging Events Using Smart Meter Data
Fucai Ke, Hao Wang
Predicting electric vehicle (EV) charging events is crucial for load scheduling and energy management, promoting seamless transportation electrification and decarbonization. While…
cs.LG2023
Non-Intrusive Load Monitoring for Feeder-Level EV Charging Detection: Sliding Window-based Approaches to Offline and Online Detection
Cameron Martin, Fucai Ke, Hao Wang
Understanding electric vehicle (EV) charging on the distribution network is key to effective EV charging management and aiding decarbonization across the energy and transport secto…