Frequency tracking based friction detection using accelerometer
According to the technical solutions described herein, an example method for frequency tracking based friction detection includes receiving, by a filter module, an accelerometer signal from an accelerometer coupled with an assist torque system. The method further includes estimating, by the filter module, harmonic content in the accelerometer signal based on an order frequency of the assist torque system. The method further includes in response to the harmonic content that is detected being greater than or equal to a predetermined threshold, initiating a friction estimation in the assist torque system. The method further includes adjusting an amount of torque being generated by the assist torque system based on an estimated friction in the assist torque system.
1. A method for frequency tracking based friction detection, the method comprising:
receiving, by a moving bandpass filter, an accelerometer signal from an accelerometer coupled with an assist torque system;
estimating, by the moving bandpass filter, harmonic content in the accelerometer signal based on an order frequency of the assist torque system;
initiating a friction estimation in the assist torque system in response to the harmonic content that is detected being greater than or equal to a predetermined threshold; and
adjusting an amount of torque being generated by the assist torque system based on an estimated friction in the assist torque system.
2. The method of claim 1 , further comprising, computing an outer race frequency used for a low-pass filter of the moving bandpass filter using the order frequency of the assist torque system.
3. The method of claim 2 , wherein the outer race frequency is computed by adding the order frequency and a half bandwidth of the moving bandpass filter.
4. The method of claim 1 , further comprising, computing an inner race frequency used for a high pass filter of the moving bandpass filter using the order frequency of the assist torque system.
5. The method of claim 4 , wherein the inner race frequency is computed by subtracting a half bandwidth of the moving bandpass filter from the order frequency.
6. The method of claim 1 , wherein the moving bandpass filter uses least mean square calculation.
7. The method of claim 6 , wherein an amplitude of a filtered output of the adaptive line enhancer filter is compared with the predetermined threshold to determine initiation of the friction estimation.
8. A system comprising:
a motor;
an accelerometer coupled to an assist torque system; and
a motor control system operating the motor and performing a frequency tracking based friction detection using the accelerometer, the friction detection comprising:
estimating, using a moving bandpass filter, harmonic content in an accelerometer signal from the accelerometer based on an order frequency of the assist torque system;
initiating a friction estimation in the assist torque system in response to the harmonic content that is detected being greater than or equal to a predetermined threshold; and
adjusting an amount of torque being generated by the motor based on an estimated friction in the assist torque system.
9. The system of claim 8 , wherein an outer race frequency used for a low-pass filter of the moving bandpass filter is computed using the order frequency of the assist torque system.
10. The system of claim 8 , wherein an inner race frequency used for a high pass filter of the moving bandpass filter is computed using the order frequency of the assist torque system.
11. The system of claim 8 , wherein the moving bandpass filter uses least mean square calculation.
12. The system of claim 11 , wherein an amplitude of a filtered output of the adaptive line enhancer filter is compared with the predetermined threshold to determine initiation of the friction estimation.
13. A friction detection system comprising:
an accelerometer coupled to an assist torque system; and
a controller coupled with the accelerometer, the controller performing a frequency tracking based friction detection that comprises:
estimating, using a moving bandpass filter, harmonic content in an accelerometer signal from the accelerometer based on an order frequency of the assist torque system;
initiating a friction estimation in the assist torque system in response to the harmonic content that is detected being greater than or equal to a predetermined threshold; and
adjusting an amount of torque being generated by the assist torque system based on an estimated friction in the assist torque system.
14. The friction detection system of claim 13 , wherein an outer race frequency used for a low-pass filter of the moving bandpass filter is computed using the order frequency of the assist torque system.
15. The friction detection system of claim 13 , wherein an inner race frequency used for a high pass filter of the moving bandpass filter is computed using the order frequency of the assist torque system.
16. The friction detection system of claim 13 , wherein the moving bandpass filter uses least mean square calculation.
17. The friction detection system of claim 16 , wherein an amplitude of a filtered output of the adaptive line enhancer filter is compared with the predetermined threshold to determine initiation of the friction estimation.