Method of sensor misalignment learning for motor speed estimation

• US 10,298,099 B2
• Filed: 02/28/2017
• Issued: 05/21/2019
• Est. Priority Date: 02/29/2016
• Status: Active Grant

• Current Assignee: Dana Automotive Systems Group, LLC (Dana, Inc.)
• Original Assignee: Dana Automotive Systems Group, LLC (Dana, Inc.)
• Inventors: van Ginkel, Johannes
• Primary Examiner(s): Carrasquillo, Jorge L
• Application Number:
  US15/444,660
• Publication Number:
  US 20180248450A1
• Time in Patent Office: 812 Days
• Field of Search: 318490, 31840038
• CPC Class Codes: G01D 3/036 on measuring arrangements themselves
• CPC Class Codes: G01D 5/145 influenced by the relative movement between the Hall device and magnetic fields see G01R33/06
• CPC Class Codes: G01P 3/48 by measuring frequency of generated current or voltage in general G01R23/00
• CPC Class Codes: G01R 1/00 Details of instruments or arrangements of the types included in groups G01R5/00 - G01R13/00 and G01R31/00 constructional details particular to electromechanical arrangements for measuring the electric consumption G01R11/02
• CPC Class Codes: H02K 11/215 Magnetic effect devices, e.g. Hall-effect or magneto-resistive elements
• CPC Class Codes: H02P 6/16 Circuit arrangements for detecting position
• CPC Class Codes: H02P 6/17 and for generating speed information

Abstract

A method of estimating electric motor speed. The method determines whether a sequential cycle of the electric motor has occurred. The method calculates a correction factor for each of the Hall states. Where a sequential cycle of the electric motor has occurred, the method also calculates an update quality factor for the correction factors of the sequential cycle. The method updates the correction factors utilizing the update quality factor. Utilizing the updated correction factors, the method updates the electric motor speed signal.

Claims

1. A method for estimating electric motor speed, comprising:

providing an electric motor which has completed a first sequential cycle, said electric motor including;

a stator having at least one Hall-effect sensor coupled therewith, wherein said at least one Hall-effect sensor is configured to sense a plurality of Hall states of said electric motor, and wherein a correction factor for each of said Hall states of said first sequential cycle has been calculated; and

a rotor having at least one magnetic pole pair;

determining whether a second sequential cycle of said electric motor has occurred;

calculating a correction factor for each of said Hall states of said second sequential cycle of said electric motor when said second sequential cycle of said electric motor has occurred via comparing a time duration of each of said Hall states of said second sequential cycle of said electric motor to a time duration of said second sequential cycle of said electric motor;

calculating an update quality factor for said second sequential cycle of said electric motor based upon said correction factors for said second sequential cycle of said electric motor when said second sequential cycle of said electric motor has occurred;

calculating an updated correction factor for each of said Hall states of said second sequential cycle of said electric motor when said second sequential cycle of said electric motor has occurred by utilizing said update quality factor for said second sequential cycle of said electric motor and said correction factors for said first sequential cycle of said electric motor; and

calculating said electric motor speed utilizing said correction factors for said second sequential cycle of said electric motor, when said second sequential cycle of said electric motor has occurred.

2. The method for estimating electric motor speed according to claim 1, further comprising:

calculating said electric motor speed utilizing said updated correction factors from said first sequential cycle of said electric motor when said second sequential cycle of said electric motor has not occurred.

3. The method for estimating electric motor speed according to claim 1, wherein said second sequential cycle of said electric motor is one electrical revolution.

4. The method for estimating electric motor speed according to claim 1, wherein calculating said correction factor for one of said Hall states comprises:

determining a number of said Hall states in said second sequential cycle of said electric motor;

determining a time duration of said one of said Hall states of said electric motor;

determining said time duration of said second sequential cycle of said electric motor;

multiplying said number of said Hall states in said second sequential cycle of said electric motor by said time duration of said one of said Hall states to produce a first product; and

dividing said first product by said time duration of said second sequential cycle of said electric motor.

5. The method for estimating electric motor speed according to claim 1, wherein calculating said update quality factor comprises:

comparing said correction factors of said second sequential cycle of said electric motor to at least one physical constraint of said at least one Hall-effect sensor to determine an offset factor of said correction factors; and

determining a value for said update quality factor from said offset factor.

6. The method for estimating electric motor speed according to claim 1, wherein calculating said update quality factor comprises:

determining a plurality of speed values of said electric motor from a plurality of duty ratios for said electric motor;

determining an acceleration of said electric motor from said speed values of said electric motor; and

determining a value for said update quality factor from said acceleration of said electric motor.

7. The method for estimating electric motor speed according to claim 1, wherein calculating said update quality factor comprises:

comparing each of said correction factors of said second sequential cycle of said electric motor to determine an acceleration of said electric motor; and

determining a value for said update quality factor from said acceleration of said electric motor.

8. The method for estimating electric motor speed according to claim 1, wherein calculating said updated correction factor for each of said Hall states of said electric motor comprises:

multiplying a sum of said correction factors for said second sequential cycle of said electric motor by said update quality factor for said second sequential cycle of said electric motor to produce a first product;

multiplying a sum of said correction factors for said first sequential cycle of said electric motor by a sum of update quality factors of previous sequential cycles of said electric motor to produce a second product;

adding said first product to said second product to produce a first sum;

adding said update quality factor for said second sequential cycle of said electric motor to said sum of said update quality factors of previous sequential cycles to produce a second sum; and

dividing said first sum by said second sum.

9. The method for estimating electric motor speed according to claim 1, wherein calculating said electric motor speed signal utilizing said updated correction factors for said second sequential cycle of said electric motor comprises:

multiplying one of said correction factors for said second sequential cycle of said electric motor by a number of mechanical degrees traveled by said rotor during said Hall state related to said one of said correction factors for said second sequential cycle of said electric motor to produce a first product; and

dividing said first product by a time duration of a Hall state previous to said Hall state related to said one of said correction factors for said second sequential cycle of said electric motor.

10. The method for estimating electric motor speed according to claim 1, wherein said second sequential cycle of said electric motor is one mechanical revolution.

11. The method for estimating electric motor speed according to claim 1, wherein said electric motor is controlled by a cascaded closed-loop controller.

12. The method for estimating electric motor speed according to claim 1, wherein calculating said updated correction factor for each of said Hall states of said electric motor comprises:

incorporating a forgetting factor.

13. The method for estimating electric motor speed according to claim 1, further comprising:

mapping characteristics of said electric motor during end-of-line testing.

14. The method for estimating electric motor speed according to claim 1, wherein said electric motor is coupled with an automobile all-wheel drive disconnect apparatus.

15. A method for estimating electric motor speed, comprising:

providing an electric motor which has completed a first sequential cycle, said electric motor including;

a stator having at least one Hall-effect sensor coupled therewith, wherein said at least one Hall-effect sensor is configured to sense a plurality of Hall states of said electric motor; and

a rotor having a plurality of magnetic poles;

determining whether a second sequential cycle of said electric motor has occurred;

calculating a set of correction factors for said Hall states of said second sequential cycle of said electric motor when said second sequential cycle of said electric motor has occurred, wherein said set of correction factors for said Hall states of said second sequential cycle of said electric motor includes a correction factor for each of said Hall states of said second sequential cycle of said electric motor, and wherein said set of correction factors for said Hall states of said second sequential cycle of said electric motor is a correction vector for said second sequential cycle of said electric motor;

calculating an update quality factor of said correction vector for said second sequential cycle of said electric motor when said second sequential cycle of said electric motor has occurred;

calculating a set of updated correction factors for said Hall states of said second sequential cycle of said electric motor when said second sequential cycle of said electric motor has occurred by utilizing at least one of said update quality factor for said second sequential cycle of said electric motor, said correction vector for said second sequential cycle of said electric motor, and a correction vector for said first sequential cycle of said electric motor, wherein said set of updated correction factors for said Hall states of said second sequential cycle of said electric motor includes an updated correction factor for each of said Hall states of said second sequential cycle of said electric motor, and wherein said set of updated correction factors for said Hall states of said second sequential cycle of said electric motor is an updated correction vector for said second sequential cycle of said electric motor; and

calculating said electric motor speed utilizing said updated correction vector for said second sequential cycle of said electric motor when said second sequential cycle of said electric motor has occurred.

16. The method for estimating electric motor speed according to claim 15, further comprising:

calculating said electric motor speed utilizing said updated correction vector from said first sequential cycle of said electric motor when said second sequential cycle of said electric motor has not occurred.

17. The method for estimating electric motor speed according to claim 15, wherein calculating said update quality factor comprises:

comparing said correction vector of said second sequential cycle of said electric motor to at least one physical constraint of said at least one Hall-effect sensor to determine an offset factor of said correction vector; and

determining a value for said update quality factor from said offset factor.

18. The method for estimating electric motor speed according to claim 15, wherein calculating said update quality factor comprises:

determining a plurality of speed values of said electric motor from a plurality of duty ratios for said electric motor;

determining an acceleration of said electric motor from said speed values of said electric motor; and

determining a value for said update quality factor from said acceleration of said electric motor.

19. The method for estimating electric motor speed according to claim 15, wherein calculating said update quality factor comprises:

comparing each of said correction factors of said correction vector of said second sequential cycle of said electric motor to determine an acceleration of said electric motor; and

determining a value for said update quality factor from said acceleration of said electric motor.

20. A method for estimating electric motor speed, comprising:

providing an electric motor which has completed a first sequential cycle, said electric motor including;

a stator having at least one Hall-effect sensor coupled therewith, wherein said at least one Hall-effect sensor is configured to sense a plurality of Hall states of said electric motor; and

a rotor having a plurality of magnetic poles;

determining whether a second sequential cycle of said electric motor has occurred; and

one of calculating said electric motor speed utilizing said first sequential cycle of said electric motor when said second sequential cycle of said electric motor has not occurred and calculating said electric motor speed utilizing said second sequential cycle of said electric motor when said second sequential cycle of said electric motor has occurred,

wherein said calculating said electric motor speed utilizing said first sequential cycle of said electric motor when said second sequential cycle of said electric motor has not occurred further comprises;

calculating a set of correction factors for said Hall states of said first sequential cycle of said electric motor, wherein said set of correction factors for said Hall states of said first sequential cycle of said electric motor includes a correction factor for each of said Hall states of said first sequential cycle of said electric motor, and wherein said set of correction factors for said Hall states of said electric motor is a correction vector for said first sequential cycle of said electric motor;

calculating an update quality factor of said correction vector for said first sequential cycle of said electric motor;

calculating a set of updated correction factors for said Hall states of said first sequential cycle of said electric motor by utilizing at least one of said update quality factor for said first sequential cycle of said electric motor and said correction vector for said first sequential cycle of said electric motor, wherein said set of updated correction factors for said Hall states of said first sequential cycle of said electric motor includes an updated correction factor for each of said Hall states of said first sequential cycle of said electric motor, and wherein said set of updated correction factors for said Hall states of said first sequential cycle of said electric motor is an updated correction vector for said first sequential cycle of said electric motor; and

calculating said electric motor speed utilizing said updated correction vector for said first sequential cycle of said electric motor;

and wherein said calculating said electric motor speed utilizing said second sequential cycle of said electric motor when said second sequential cycle of said electric motor has occurred further comprises;

calculating a set of correction factors for said Hall states of said second sequential cycle of said electric motor, wherein said set of correction factors for said Hall states of said second sequential cycle of said electric motor includes a correction factor for each of said Hall states of said second sequential cycle of said electric motor, and wherein said set of correction factors for said Hall states of said second sequential cycle of said electric motor is a correction vector for said second sequential cycle of said electric motor;

calculating an update quality factor of said correction vector for said second sequential cycle of said electric motor;

calculating a set of updated correction factors for said Hall states of said second sequential cycle of said electric motor by utilizing at least one of said update quality factor for said second sequential cycle of said electric motor, said correction vector for said second sequential cycle of said electric motor, and said correction vector for said first sequential cycle of said electric motor, wherein said set of updated correction factors for said Hall states of said second sequential cycle of said electric motor includes an updated correction factor for each of said Hall states of said second sequential cycle of said electric motor, and wherein said set of updated correction factors for said Hall states of said second sequential cycle of said electric motor is an updated correction vector for said second sequential cycle of said electric motor; and

calculating said electric motor speed utilizing said updated correction vector for said second sequential cycle of said electric motor.