Vehicle monitoring system

Patent metadata

Field	Value
Publication number	US-11148689-B2
Application number	US-201815916823-A
Country	US
Kind code	B2
Filing date	Mar 9, 2018
Priority date	Apr 17, 2017
Publication date	Oct 19, 2021
Grant date	Oct 19, 2021

Abstract

The systems and methods described herein include monitoring systems and methods that monitor speeds of a motor of a vehicle represented as a pulse signal indicative of a rotational position of the motor. The systems and methods include receive a pulse signal from a speed sensor coupled to a traction motor. The pulse signal is indicative of a rotational position of the traction motor. The systems and methods include analyze the pulse signal to identify per-revolution signal reoccurrences that meet designated criteria, and determine a defect based on the per-revolution signal reoccurrences that are identified. The defect is one or more of a wheel defect, a bearing defect, or a gear defect.

First claim

What is claimed is:

1. A system comprising:
a speed sensor coupled to a traction motor of an axle drive train of a vehicle, wherein the speed sensor is configured to generate a pulse signal indicative of a rotational position of the traction motor;
a controller circuit operatively coupled to the speed sensor, the controller circuit configured to determine a spatial array of one or more of a wheel or an axle of the vehicle operably coupled with the axle drive train, the spatial array representing a plurality of spatial buckets, each spatial bucket representing an angular position of the one or more of the wheel or axle,
the controller circuit configured to analyze the pulse signal based on the plurality of spatial buckets to identify per-revolution signal reoccurrences that meet designated criteria to determine a defect of one or more of the wheel, a bearing, or a gear, the per-revolution signal reoccurrences indicating the pulse signal associated with each of the corresponding spatial buckets of the spatial array and the corresponding angular position of the one or more of the wheel or the axle based on a location of each spatial bucket, and
and
wherein the controller circuit is configured to automatically adjust a tractive effort duration of an axle having the defect or a vehicle speed responsive to determining the defect.

2. The system of claim of claim 1 , wherein the controller circuit is configured to calculate a delta time or delta speed of the plurality of spatial buckets based on the pulse signal, and determine an incremental delta time or delta speed of the plurality of spatial buckets based on the delta time and an average delta time or delta speed of the pulse signal, wherein the controller circuit is configured to use the incremental delta time or delta speed to determine the defect.

3. The system of claim 2 , wherein the controller circuit is configured to determine a sum incremental delta time or delta speed of the plurality of spatial buckets based on a number of rotations of the wheel.

4. The system of claim 3 , wherein the controller circuit is configured to determine a gear filtered spatial array based on grouping sets of the plurality of spatial buckets defined by a summing window.

5. The system of claim 3 , wherein the controller circuit is configured to scale the sum incremental delta time to a rotational speed of the wheel or the traction motor.

6. The system of claim 1 , wherein the controller circuit is configured to determine the spatial array based on the pulse signal, and to determine the defect based on a morphology of the spatial array, and the controller circuit is configured to determine a severity of the defect based on a magnitude of a peak.

7. The system of claim 1 , wherein the controller circuit is configured to generate an alert indicative of the defect.

8. The system of claim 1 , wherein the controller circuit is configured to automatically perform at least one of adjust the speed of a vehicle, alert an operator of the vehicle, or adjust a maintenance schedule of the vehicle responsive to determining the defect.

9. A method comprising:
receiving a pulse signal from a speed sensor coupled to a traction motor, wherein the pulse signal is indicative of a rotational position of the traction motor;
determining a spatial array of one or more of a wheel or an axle of a vehicle operably coupled with the traction motor, the spatial array representing a plurality of spatial buckets, each spatial bucket representative of an angular position of the one or more of the wheel or the axle;
analyzing the pulse signal based on the plurality of spatial buckets to identify per-revolution signal reoccurrences that meet designated criteria to determine a defect of one or more of the wheel, a bearing, or a gear, the per-revolution signal reoccurrences indicating the pulse signal associated with each of the corresponding spatial buckets of the spatial array and the corresponding angular position of the one or more of the wheel or the axle based on a location of each spatial bucket;
and
automatically changing a speed of the vehicle responsive to determining the defect.

10. The method of claim 9 , further comprising calculating a delta time of the plurality of spatial buckets based on the pulse signal.

11. The method of claim 9 , further comprising determining a sum of incremental delta time of the plurality of spatial buckets based on the delta time and an average delta time of the pulse signal, wherein the incremental delta time is used to determine the defect.

12. The method of claim 11 , wherein the sum of incremental delta time of the plurality of spatial buckets is further determined based on a number of rotations of the wheel.

13. The method of claim 9 , further comprising determining a gear filtered spatial array based on grouping sets of the plurality of spatial buckets defined by a summing window.

14. The method of claim 11 , further comprising scaling the sum of incremental delta time to a rotational speed of the wheel or the traction motor.

15. The method of claim 9 , further comprising determining the spatial array based on the pulse signal, determining the defect based on a morphology of the spatial array, and determining a severity of the defect based on a magnitude of a peak, and generating an alert indicative of the defect.

16. The method of claim 9 , further comprising automatically performing at least one of alerting an operator of the vehicle, or adjusting a maintenance schedule of the vehicle responsive to determining the defect.

17. A system comprising:
a controller circuit configured to receive a signal from a speed sensor of a vehicle, the signal representative of rotational positions of a motor of the vehicle, wherein the controller circuit is configured to determine a plurality of spatial buckets, each spatial bucket representing an angular position the motor,
the controller circuit configured to analyze the signal based on the plurality of spatial buckets to identify per-revolution signal reoccurrences that meet designated criteria to determine a defect of one or more of a wheel, a bearing of the vehicle, or a gear of the vehicle, the per-revolution signal reoccurrences identifying at least one of the spatial buckets where the designated criteria is met and a corresponding angular position of the motor based on a location of the at least one spatial bucket, wherein the controller circuit is configured to automatically reduce a speed of the vehicle responsive to determining the defect.

18. The method of claim 9 , further comprising:
calculating a delta time of the plurality of spatial buckets based on the pulse signal, the delta time representative of an amount of time between one or more teeth of a gear of the speed sensor;
determining a sum of incremental delta time of the plurality of spatial buckets based on the delta time and a number of rotations of the wheel, wherein the spatial array includes the sum of the incremental delta time of the plurality of spatial buckets for plural revolutions of the traction motor; and
determining a gear filtered spatial array based on grouping sets of the plurality of spatial buckets together and defined by a summing window, the summing window based on a number of spatial buckets representing at least one tooth of an axle gear of the one or more of the wheel or the axle of the vehicle, wherein a number of spatial buckets within at least one grouping set of the plurality of spatial buckets is based on a size of the at least one tooth of the axle gear and an angular position of the

Assignees

• Gen Electric
• Transp Ip Holdings Llc

Inventors

• Worden Bret Dwayne
• Kumar Ajith

Classifications

• B61L15/0081

  On-board diagnosis or maintenance · CPC title

• G01P3/44

  for measuring angular speed (G01P3/56 takes precedence) · CPC title

• G01M17/10

  Suspensions, axles or wheels · CPC title

• G01P3/56

  for comparing two speeds · CPC title

• B61C9/50

  in bogies · CPC title