A sugarcane harvester and related method are disclosed for powering various sugarcane harvester operations. An energy storage device may be configured to receive electrical power from one or more electric machines for storage. The energy storage device may be configured to provide electrical power to the one or more electric machines to power operation of the one or more electric machines. An operating state of the sugarcane harvester may be identified, wherein the operating state is associated with one or more of a power requirement, a torque requirement, and an engine speed requirement for the sugarcane harvester. Based upon identifying the operating state, the one or more electric machines may be caused to receive electrical power from the energy storage device for conversion by the one or more electric machines to mechanical power, in order to power an operation of the sugarcane harvester.