TECHNIQUES FOR ELECTRIFIED VEHICLE RANGE PREDICTION BASED ON PATTERN RECOGNITION

A range estimation technique for an original equipment manufacturer (OEM) electrified vehicle involves determining, by an OEM computing server, a route for the electrified vehicle and a set of operating parameters of the electrified vehicle and historical data for other OEM vehicles traveling along the determined route or another route that is similar to the determined route, segmenting the determined route into a plurality of route segments and, for each route segment, identifying one or more combinations of OEM vehicles that traveled that route segment, and estimating a range depletion for each route segment based on the historical data for the respective identified combinations of OEM vehicles and a total range depletion for the determined route based on the estimated range depletions for each route segment.