Method and apparatus for diagnosing a fault condition in an electric machine

• US 10,338,143 B2
• Filed: 07/18/2017
• Issued: 07/02/2019
• Est. Priority Date: 08/09/2016
• Status: Active Grant

• Current Assignee: Rolls-Royce PLC (Rolls-Royce Holdings Plc)
• Original Assignee: Rolls-Royce PLC (Rolls-Royce Holdings Plc)
• Inventors: Gajanayake, Chandana J, Nadarajan, Sivakumar, Gupta, Amit K, Bi, Chao, Aung, Nay Lin Htun, Quan, Jiang
• Primary Examiner(s): Khuu, Hien D
• Application Number:
  US15/653,054
• Publication Number:
  US 20180045784A1
• Time in Patent Office: 714 Days
• Field of Search: 702 58
• CPC Class Codes: G01R 23/16 Spectrum analysis; Fourier analysis
• CPC Class Codes: G01R 31/343 in operation
• CPC Class Codes: G01R 33/09 Magnetoresistive devices
• CPC Class Codes: G01R 33/1215 Measuring magnetisation; Particular magnetometers therefor G01R33/14 takes precedence; electrodynamic magnetometers G01R33/028

Abstract

A fault condition is diagnosed in an electric machine that includes a rotor and a plurality of permanent magnets. To do so, the rotor is rotated so that each of the plurality of permanent magnets passes a magnetic flux density sensor, and the values of magnetic flux density are measured using the magnetic flux density sensor at a plurality of positions of the rotor. The measured values of magnetic flux density are analyzed and a magnitude of a peak amplitude is compared in a time or frequency domain with a reference value. If the peak amplitude is below the reference value, the electric machine is determined to have a fault condition.

Claims

1. A fault diagnosis apparatus for diagnosing a fault condition in an electric machine, the electric machine comprising a rotor having an axis of rotation and comprising a plurality of permanent magnets, the fault diagnosis apparatus comprising:

a magnetic flux density sensor which is configured such that rotation of the rotor causes each of the plurality of permanent magnets to pass the magnetic flux density sensor; and

a processor configured to;

measure values of magnetic flux density using the magnetic flux density sensor at a plurality of positions of the rotor;

analyse the measured values of magnetic flux density and compare a magnitude of a peak amplitude in a time or frequency domain with a reference value; and

,

if the peak amplitude is below the reference value, determine that the electric machine has a fault condition,

the processor being additionally configured to;

determine the difference between the magnitude of the peak amplitude and the reference value, wherein if the electric machine is determined to have a fault condition, the severity of the fault condition is determined based on the difference.

2. A fault diagnosis apparatus according to claim 1, wherein the fault condition is demagnetisation.

3. A fault diagnosis apparatus according to claim 1, the processor being configured to compare the magnitude of a peak amplitude in a time domain with the reference value, and wherein the measured values of magnetic flux density define a plurality of peak amplitudes, each peak amplitude corresponding to one or an adjacent pair of the permanent magnets, wherein processor is also configured to compare the magnitude of each of the plurality of peak amplitudes with the reference value.

4. A fault diagnosis apparatus according to claim 3, the processor being configured to determine that the electric machine is uniformly demagnetised if all of the peak amplitudes are below the reference value, and determine that the electric machine is partially demagnetised if only some of the peak amplitudes are below the reference value.

5. A fault diagnosis apparatus according to claim 3, the processor being configured to determine the difference between one or more of the plurality of peak amplitudes corresponding to the one or adjacent pair of permanent magnets and the reference value, wherein if the one or more peak amplitudes is below the reference value, determine that the one or adjacent pair of permanent magnets is demagnetised and determine the severity of the demagnetisation based on the difference.

6. A fault diagnosis apparatus according to claim 3, wherein the sensor has an axis of measurement oriented radially towards or away from the axis of rotation, wherein each peak amplitude corresponds to one of the permanent magnets, and wherein the values of magnetic flux density corresponding to each of the peak amplitudes are measured when the axis of measurement is aligned with the permanent magnet corresponding to the peak amplitude.

7. A fault diagnosis apparatus according to claim 3, wherein the sensor has an axis of measurement oriented in a tangential direction with respect to the axis of rotation, wherein each peak amplitude corresponds to an adjacent pair of the permanent magnets, and wherein the values of magnetic flux density corresponding to each of the peak amplitudes are measured when the sensor is equally circumferentially spaced from the pair of permanent magnets corresponding to the peak amplitude.

8. A fault diagnosis apparatus according to claim 1, wherein a trigger signal causes the sensor to measure the value of magnetic flux density every 90 or 180 electrical degrees.

9. A fault diagnosis apparatus according to claim 1, wherein the magnitude of a peak amplitude in a frequency domain is compared with the reference value, and wherein the peak amplitude is at a fundamental frequency of the measured values of magnetic flux density.

10. A fault diagnosis apparatus according to claim 1, the processor being configured to compare the magnitude of a peak amplitude in a frequency domain with the reference value, the processor being further configured to:

determine at least one diagnostic frequency;

compare the magnitude of the frequency of the measured value of magnetic flux density at the at least one diagnostic frequency to a second reference value associated with the at least one diagnostic frequency;

if the magnitude of the frequency of the measured value of magnetic flux density at the at least one diagnostic frequency is greater than the second reference value, determine that the electric machine is partially demagnetised, and if the magnitude of the frequency of the measured value of magnetic flux density at the at least one diagnostic frequency is less than the second reference value, determine that the electric machine is uniformly demagnetised.

11. A fault diagnosis apparatus according to claim 10, wherein the at least one diagnostic frequency is determined using the formula

12. A fault diagnosis apparatus according to claim 10, further comprising determining the difference between the frequency of the measured value of magnetic flux density at the at least one diagnostic frequency and the second reference value, wherein if the electric machine is determined to be partially demagnetised, the severity of the partial demagnetisation is determined based on the difference.

13. A fault diagnosis apparatus according to claim 9, wherein the measured values of magnetic flux density are measured in a time domain, and wherein the time domain measurements are converted into the frequency domain using a fast Fourier transform algorithm.

14. A fault diagnosis apparatus according to claim 9, wherein the sensor has an axis of measurement oriented radially towards or way from the axis of rotation or in a tangential direction with respect to the axis of rotation.

15. A fault diagnosis apparatus according to claim 1, wherein the magnetic flux density measured using the sensor is leakage flux.

16. A fault diagnosis apparatus according to claim 1, wherein the sensor is a magnetoresistive sensor.

17. A fault diagnosis apparatus according to claim 1, wherein the electric machine is an electric motor.

18. A fault diagnosis apparatus according to claim 1, wherein the electric machine is a permanent magnet synchronous machine (PMSM).

19. A method for diagnosing a fault condition in an electric machine, the electric machine comprising a rotor having an axis of rotation and comprising a plurality of permanent magnets, the method comprising:

rotating the rotor so that each of the plurality of permanent magnets passes a magnetic flux density sensor;

measuring values of magnetic flux density using the magnetic flux density sensor at a plurality of positions of the rotor;

analyzing the measured values of magnetic flux density and comparing a magnitude of a peak amplitude of magnetic flux density corresponding to each respective permanent magnet, the peak amplitude being in a time or frequency domain with a reference value of magnetic flux density; and

if the peak amplitude is below the reference value, determining that the electric machine has a fault condition, the method further comprising;

determining the difference between the magnitude of the peak amplitude and the reference value, wherein if the electric machine is determined to have a fault condition, the severity of the fault condition is determined based on the difference.

20. A fault diagnosis apparatus for diagnosing a fault condition in an electric machine, the electric machine comprising a rotor having an axis of rotation and comprising a plurality of permanent magnets, the fault diagnosis apparatus comprising:

a magnetic flux density sensor which is configured such that rotation of the rotor causes each of the plurality of permanent magnets to pass the magnetic flux density sensor; and

a processor configured to;

measure values of magnetic flux density using the magnetic flux density sensor at a plurality of positions of the rotor so that the magnetic flux density sensor is measuring magnetic flux based on different magnets in the rotor and on different rotational positions of the rotor;

analyze the measured values of magnetic flux density and compare a magnitude of a peak amplitude in a time or frequency domain with a reference value; and

if the peak amplitude is below the reference value, determine that the electric machine has a fault condition,

the processor being additionally configured to;

determine the difference between the magnitude of the peak amplitude and the reference value, wherein if the electric machine is determined to have a fault condition, the severity of the fault condition is determined based on the difference.