Open Access. Powered by Scholars. Published by Universities.®
Durham School of Architectural Engineering and Construction: Dissertations, Thesis, and Student Research
Articles 1 - 1 of 1
Full-Text Articles in Architecture
Data-Driven Framework For Predicting And Scheduling Household Charging Of Evs, Ahmad Almaghrebi
Data-Driven Framework For Predicting And Scheduling Household Charging Of Evs, Ahmad Almaghrebi
Durham School of Architectural Engineering and Construction: Dissertations, Thesis, and Student Research
The increasing prevalence of EV charging poses challenges for power grid stability and quality due to high charging load demands. Without effective energy management strategies for EV charging, the simultaneous power demand from numerous EVs can strain the electric grid, impacting power quality and the wholesale electricity market. To address these challenges, this dissertation presents a comprehensive framework comprising five critical tasks: analyzing EV charging behavior, optimizing charging schedules, developing predictive models, analyzing aggregated impacts, and evaluating implications of predicted user behavior on scheduling. By examining EV charging behavior at household and public charging stations, this study aims to understand …