Method for online direct estimation and compensation of flux and torque errors in electric drives

Patent metadata

Field	Value
Publication number	US-12179780-B2
Application number	US-202217723094-A
Country	US
Kind code	B2
Filing date	Apr 18, 2022
Priority date	Dec 30, 2019
Publication date	Dec 31, 2024
Grant date	Dec 31, 2024

Abstract

An online method of detecting and compensating for errors in flux estimation in operation of a motor system. The method includes determining a voltage compensation term by comparing an expected voltage and an actual voltage. The method also includes determining a flux compensation term by passing the voltage compensation term through a low-pass filter, and determining a corrected flux component value by comparing the flux compensation term with a flux value obtained from a look-up table, wherein the low-pass filter receives operating parameters based on data regarding an operating environment of the motor system. The method then further determines a corrected torque value based on the corrected flux component value.

First claim

What is claimed is:

1. A computer-implemented method when executed on a microprocessor causes the microprocessor to perform operations comprising:
receiving a torque command for powering an electric motor drive system, the electric motor drive system comprising an electric motor and an inverter;
determining a voltage compensation term based on an expected voltage and an actual voltage;
determining, using a low-pass filter, a flux compensation term based on the voltage compensation term and operating parameters comprising at least one of a cutoff frequency or a period length, the operating parameters based on data regarding an operating environment of the electric motor drive system;
determining a corrected flux compensation term by adding the flux compensation term to a look-up table flux value;
correcting the torque command based on the corrected flux compensation term; and
commanding the inverter to provide power to the electric motor to output an actual torque equal to the corrected torque command.

2. The computer-implemented method of claim 1 , wherein the microprocessor resides on a control board of the inverter.

3. The computer-implemented method of claim 1 , wherein the electric motor comprises a rotor and a stator having a plurality of stator coils.

4. The computer-implemented method of claim 3 , wherein each stator coil of the plurality of stator coils generates a magnetic field when the inverter provides the power to the electric motor.

5. The computer-implemented method of claim 3 , wherein the rotor comprises a permanent magnet.

6. The computer-implemented method of claim 1 , wherein determining the voltage compensation term comprises determining the voltage compensation term based on a difference between the expected voltage and the actual voltage.

7. The computer-implemented method of claim 1 , wherein the low-pass filter comprises a specific time constant and a predetermined time constant, wherein the specific time constant and the predetermined time constant ensures control over a dynamic response of the corrected torque command.

8. The computer-implemented method of claim 1 , wherein the data regarding the operating environment of the electric motor drive system comprises data regarding at least one of heat, aging, or saturation of at least one component of the electric motor drive system.

9. The computer-implemented method of claim 1 , wherein correcting the torque command comprises adding the corrected flux compensation term to an uncorrected torque command.

10. An electric motor drive system comprising:
an electric motor configured to rotate a wheel of a vehicle;
an inverter configured to power the electric motor; and
a microprocessor executing instructions that cause the microprocessor to perform operations comprising:
receiving a torque command for powering the electric motor drive system;
determining a voltage compensation term based on an expected voltage and an actual voltage;
determining, using a low-pass filter, a flux compensation term based on the voltage compensation term and operating parameters comprising at least one of a cutoff frequency or a period length, the operating parameters based on data regarding an operating environment of the electric motor drive system;
determining a corrected flux compensation term by adding the flux compensation term to a look-up table flux value;
correcting the torque command based on the corrected flux compensation term; and
commanding the inverter to provide power to the electric motor to output an actual torque equal to the corrected torque command.

11. The electric motor drive system of claim 10 , wherein the microprocessor resides on a control board of the inverter.

12. The electric motor drive system of claim 10 , wherein the electric motor comprises a rotor and a stator having a plurality of stator coils.

13. The electric motor drive system of claim 12 , wherein each stator coil of the plurality of stator coils generates a magnetic field when the inverter provides the power to the electric motor.

14. The electric motor drive system of claim 12 , wherein the rotor comprises a permanent magnet.

15. The electric motor drive system of claim 10 , wherein determining the voltage compensation term comprises determining the voltage compensation term based on a difference between the expected voltage and the actual voltage.

16. The electric motor drive system of claim 10 , wherein the low-pass filter comprises a specific time constant and a predetermined time constant, wherein the specific time constant and the predetermined time constant ensures control over a dynamic response of the corrected torque command.

17. The electric motor drive system of claim 10 , wherein the data regarding the operating environment of the electric motor drive system comprises data regarding at least one of heat, aging, or saturation of at least one component of the electric motor drive system.

18. The electric motor drive system of claim 10 , wherein correcting the torque command comprises adding the corrected flux compensation term to an uncorrected torque command.

Assignees

• Karma Automotive Llc

Inventors

• Shabestari Parisa Mohammadalizadeh
• Sangsefidi Younes
• Niu Geng

Classifications

• B60W2050/0056

  Low-pass filters · CPC title

• B60W2050/0026

  Lookup tables or parameter maps · CPC title

• B60W2510/087

  Temperature · CPC title

• B60W50/0205 Primary

  Diagnosing or detecting failures; Failure detection models · CPC title

• H02P23/14

  Estimation or adaptation of motor parameters, e.g. rotor time constant, flux, speed, current or voltage · CPC title