Techniques for electrified vehicle range prediction based on pattern recognition

A range estimation method for an electrified vehicle associated with an original equipment manufacturer (OEM), the range estimation method comprising:

• determining, by a computing server associated with the OEM, a route for the electrified vehicle and a set of operating parameters of the electrified vehicle;
• determining, by the computing server, historical data for other OEM vehicles traveling along the determined route or another route that is similar to the determined route;
• segmenting, by the computing server, the determined route into a plurality of route segments;
• for each route segment, identifying, by the computing server, one or more combinations of OEM vehicles that traveled that route segment;
• estimating, by the computing server, a range depletion for each route segment based on the historical data for the respective identified combinations of OEM vehicles;
• estimating, by the computing server, a total range depletion for the determined route based on the estimated range depletions for each route segment;
• and
• determining and displaying, by a control system of the electrified vehicle, an estimated range of the electrified vehicle based on the estimated total range depletion provided by the computing server.