Determination of rotor fatigue in an electric machine assembly

• US 9,847,701 B2
• Filed: 12/01/2015
• Issued: 12/19/2017
• Est. Priority Date: 12/01/2015
• Status: Active Grant

• Current Assignee: GM Global Technology Operations LLC (General Motors Company)
• Original Assignee: GM Global Technology Operations LLC (General Motors Company)
• Inventors: Hayslett, Steven L., Freitas, Chad A., Laba, Matthew D.
• Primary Examiner(s): Chan, Kawing
• Application Number:
  US14/955,666
• Publication Number:
  US 20170155307A1
• Time in Patent Office: 749 Days
• Field of Search: 31840037
• CPC Class Codes: G01R 31/343 in operation
• CPC Class Codes: H02K 11/21 Devices for sensing speed or position, or actuated thereby specially adapted for machines having non-mechanical commutating devices H02K29/06, H02K29/14
• CPC Class Codes: H02P 29/02 Providing protection against overload without automatic interruption of supply protection against faults of stepper motors H02P8/36
• CPC Class Codes: H02P 29/032 Preventing damage to the motor, e.g. setting individual current limits for different drive conditions

Abstract

An electric machine assembly includes an electric machine including a rotor. A controller operatively connected to the electric machine and configured to receive a torque command. The rotor is configured to rotate at a rotor speed (ω) based at least partially on the torque command. The controller has a processor and tangible, non-transitory memory on which is recorded instructions for executing a method for determining a cumulative rotor fatigue (F_C) based at least partially on the rotor speed. The controller is operative to control at least one operating paramater of the electric machine based at least partially on the cumulative rotor fatigue (F_C). The controller is configured to record respective occurrences of the rotor stress value exceeding respective predefined stress levels in chronological order to create a cycle dataset, such that the cycle dataset preserves a time order of the respective occurrences.

Claims

1. An electric machine assembly comprising:

an electric machine including a rotor;

a controller operatively connected to the electric machine and configured to receive a torque command;

wherein the rotor is configured to rotate at a rotor speed based at least partially on the torque command;

wherein the controller has a processor and tangible, non-transitory memory on which is recorded instructions for executing a method for determining a cumulative rotor fatigue (CF) based at least partially on the rotor speed, execution of the instructions by the processor causing the controller to;

convert an absolute value of the rotor speed to a rotor stress value using predetermined look-up values;

record respective occurrences of the rotor stress value exceeding respective predefined stress levels in chronological order to create a cycle dataset, such that the cycle dataset preserves a time order of the respective occurrences;

convert the cycle dataset into a plurality of data points (D_i) each characterized by a respective stress range (R_i), a respective mean stress (M_i) and a respective number of events (n_i);

determine if a last one of the plurality of data points (D_i) is zero;

if the last one of the plurality of data points (D_i) is not zero, then replace the last one of the plurality of data points (D_i) with a predefined maximum value; and

wherein the controller is operative to control at least one operating paramater of the electric machine based at least partially on the cumulative rotor fatigue (CF).

2. The assembly of claim 1, further comprising:

a speed sensor operatively connected to the controller and configured to obtain the rotor speed;

wherein the electric machine includes a stator having stator windings; and

a resistor operatively connected to the controller and configured to selectively limit an electric current to the stator windings.

3. The assembly of claim 1, wherein the controller is configured to:

obtain a respective fatigue value (V_i) for each of the plurality of data points (D_i) based at least partially on the respective stress range (R_i), the respective mean stress (M_i), the respective number of events (n_i), a first predefined constant (C1), a second predefined constant (C2), and a third predefined constant (C3).

4. The assembly of claim 3, wherein the respective fatigue value (V_i) is defined as a ratio of the respective number of events (n_i) and a first parameter (N_i), the first parameter (N_i) being defined as:

5. The assembly of claim 4, wherein the controller is configured to:

obtain a cycle fatigue factor (F₁) as a summation (F₁=_iΣ

/V_i) of the respective fatigue values (V_i) of each of the plurality of data points (D_i), the plurality of data points (D_i) representing one of a plurality of cycles.

6. The assembly of claim 5, wherein:

the controller is configured to obtain respective cycle fatigue factors (F₁ . . . F_n) for each of the plurality of cycles; and

the controller is configured to obtain a cumulative rotor fatigue (CF) as a summation (CF=_nΣ

F) of the respective cycle fatigue factors factors (F₁ . . . F_n).

7. The assembly of claim 6, wherein the electric machine includes a stator having stator windings and further comprising:

a current-limiting device operatively connected to the controller and configured to selectively limit a current flow to the stator windings;

wherein the controller is configured to determine if the cumulative rotor fatigue (F_C) is above a predefined fatigue threshold;

if the cumulative rotor fatigue (CF) is above the predefined fatigue threshold, then the controller being configured to enable the current-limiting device, thereby limiting the rotor speed.

8. A method for determining a cumulative rotor fatigue (CF) in an electric machine assembly having an electric machine with a rotor and a controller having a processor and tangible, non-transitory memory, the controller being configured to receive a torque command such that the rotor rotates at a rotor speed based at least partially on the torque command, the method comprising:

converting an absolute value of the rotor speed to a rotor stress value using predetermined look-up values, via the controller;

recording respective occurrences of the rotor stress value exceeding respective predefined stress levels in chronological order to create a cycle dataset, via the controller, such that the cycle dataset preserves a time order of the respective occurrences;

converting the cycle dataset, via the controller, into a plurality of data points (D_i) each characterized by a respective stress range (R_i), a respective mean stress (M_i) and a respective number of events (n_i);

determining if a last one of the plurality of data points (D_i) is zero, via the controller;

if the last one of the plurality of data points (D_i) is not zero, then replacing the last one of the plurality of data points (D_i) with a predefined maximum value, via the controller; and

controlling the electric machine based at least partially on the cumulative rotor fatigue (CF).

9. The method of claim 8, wherein the electric machine includes a stator having stator windings and further comprising:

a speed sensor operatively connected to the controller and configured to obtain the rotor speed; and

a current-limiting device operatively connected to the controller and configured to selectively limit an electric current to the stator windings.

10. The method of claim 8, further comprising:

obtaining a respective fatigue value (V_i), via the controller, for each of the plurality of data points (D_i) based at least partially on the respective stress range (R_i), the respective mean stress (M_i), the respective number of events (n_i), a first predefined constant (C1), a second predefined constant (C2), and a third predefined constant (C3).

11. The method of claim 10, wherein the respective fatigue value (V_i) is defined as a ratio of the respective number of events (n_i) and a first parameter (N_i), the first parameter (N_i) being defined as:

12. The method of claim 11, further comprising:

obtaining a cycle fatigue factor (F₁) as a summation (F₁=_iΣ

V_i) of the respective fatigue values (V_i) of each of the plurality of data points (D_i), via the controller, the plurality of data points (D_i) representing one of a plurality of cycles;

obtaining respective cycle fatigue factors (F₁ . . . F_n) for each of the plurality of cycles), via the controller; and

obtaining a cumulative rotor fatigue (CF), via the controller, as a summation (CF=_nΣ

F) of the respective cycle fatigue factors factors (F₁ . . . F_n), via the controller.

13. The method of claim 12, wherein the electric machine includes a stator having stator windings and the assembly includes a current-limiting device, the method further comprising:

determining if the cumulative rotor fatigue (F_C) is above a predefined fatigue threshold, via the controller; and

if the cumulative rotor fatigue (CF) is above the predefined fatigue threshold, then limiting an electric current to the stator windings, via the current-limiting device.