Centre of Expertise Applied Artificial Intelligence

Battery Supported Electric Vehicle Charging Plaza Using a Limited Capacity Grid Connection

Paper

This study used historical data from a Park & Ride facility in Amsterdam to build a validated computer (Python) model to optimize battery and grid connection sizing.

The case study modelled is equipped with 8 EV chargers (16 connections), an on-site supplementary battery, and a limited capacity grid connection. This model was then used to optimize the battery energy storage capacity and grid connection capacity for minimal annualized investment, using a future proof monthly load profile. A variety of battery control strategies were simulated using both the optimal system sizing and the current system sizing. The results were compared and a recommended control strategy presented, considering a number of performance metrics.

Reference Heath, E., Wolbertus, R., & Heller, R. (2023). Battery Supported Electric Vehicle Charging Plaza Using a Limited Capacity Grid Connection. 1-12. Paper presented at Electric Vehicle Symposium 36 , Sacramento, United States. https://evs36.com/final-papers/?search_query=Battery+supplemented+EV+charging+plaza+for+a+limited+capacity+grid+connection
Published by  Centre for Applied Research Technology 11 June 2023