Challenge
The energy transition is being driven by the electrification of heating and transportation. Heat pumps and electric vehicles (EVs) increase the electricity demand, and simultaneous use of these devices by multiple households may lead to overloading the local electricity network and expensive grid upgrades may be necessary. Until the prevalence of electric vehicle smart charging, can direct communication with EVs defer charging to later times to help avoid these problems?
Approach
We use a real-world GPS-labelled mobility dataset with over four million trips across two years from conventional cars, eliminating early EV-adopter bias. We simulate EV charging and quantify the potential for spontaneous curtailment by deferring uncontrolled charging to a later time. Our approach requires minimal infrastructure adjustments and resembles existing incentive-based demand response techniques. The curtailment potential is quantified at different times of day, for varying battery sizes, charger powers and driver types.
Key Results
Results indicate that the average curtailment potential per EV is 0.02-0.72 kW, significantly lower than the charging power of 11 kW, due to low EV availability (1.20-22.85% EVs charge simultaneously, and 0.42-13.87% can postpone charging). We report standardized EV charging curtailment profiles for utility planning and regulatory support to foster new business models and demand response products. This approach may unlock EVs’ potential for demand response services at scale in a timely manner, and offer a simple reference for EV smart charging which may need more time and investment to become prevalent.
Funding
This research is funded by the Bavarian State Ministry of Science and the Arts, in a program coordinated by the Bavarian Research Institute for Digital Transformation (bidt).
Team
Prakhar Mehta, Verena Tiefenbeck, Thorsten Staake (University of Bamberg)