Introduction: Advanced motor and battery innovations enable electric chopper bikes to deliver smooth acceleration and extended range with rapid charging, meeting urban and commercial mobility needs. On a chilly morning commute, the smooth hum of an electric chopper bike cutting through traffic hints at a shift in urban mobility. Riders accustomed