Duke EV Behavioral Load Shift Pilot Program
Shows the use of the Analytics Workbench to analyze 40,597 accounts for EV load shifting to reduce peak demand.
CASE STUDY
Anticipate EV and heat pump adoption using measured usage patterns, not projections alone.
Use EV detection and charging insights to plan infrastructure upgrades more efficiently.
Improve peak forecasts by understanding how EVs, HVAC, and heat pumps shape system demand.