A Comprehensive Analysis of EV Charging Demand Prediction, Infrastructure Planning, and Power Network Resilience in the Era of Electric Mobility
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2024-08-01
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Edition:Final Report
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Abstract:Electric vehicles (EVs) have gained significant popularity, becoming an attractive option for cleaner transportation systems, with market adoption in the USA growing substantially over the years. However, a key challenge for this expanding market is the limited charging infrastructure in both residential and commercial spaces. This project studies the optimal number and placement of charging stations needed to accommodate EVs at residential and commercial locations based on market penetration rates and the adoption of charging infrastructure in households. Focusing on the Baltimore Metropolitan Statistical Area (MSA), the study integrates real-world Origin-Destination (OD) trip data with census data to examine the relationship between residential and commercial EV charging infrastructures.
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