SENSORLESS POSITION ESTIMATION FOR INTERIOR PERMANENT MAGNET SYNCHRONOUS MOTOR

    公开(公告)号:US20200099323A1

    公开(公告)日:2020-03-26

    申请号:US16572764

    申请日:2019-09-17

    摘要: A sensorless position estimation and control system and method for a permanent magnet electric motor of a powertrain system of a vehicle involve determining a reference torque to be achieved by the electric motor based on a set of vehicle operating parameters, determining a reference current magnitude to achieve the determined reference torque using a lookup table, determining current commands for the electric motor based on the determined reference current magnitude and a fixed reference current angle, injecting a high frequency voltage into a voltage control loop for the electric motor and estimating, by the controller, a position of a rotor of the electric motor thereafter, and controlling a current provided to the electric motor based on the determined current commands and the estimated rotor position.

    VEHICLE ELECTRIC MOTOR TEMPERATURE ESTIMATION USING NEURAL NETWORK MODEL

    公开(公告)号:US20230019118A1

    公开(公告)日:2023-01-19

    申请号:US17376990

    申请日:2021-07-15

    摘要: A temperature estimation system and method for an electric motor of a vehicle include a set of sensors configured to measure a set of operating parameters of the electric motor including at least (i) phase current, (ii) speed, and (iii) coolant temperature and a controller configured to access a trained artificial neural network (ANN) temperature estimation model, using the trained ANN temperature estimation model with the set of electric motor operating parameters as inputs, estimate temperatures of a stator and a rotor of the electric motor, and control operation of the electric motor based on the estimated stator and rotor temperatures.