Systems and methods for detecting wheel bearing wear with mounted accelerometers
A wheel monitoring system comprising a wheel, a bearing mechanically coupled to the wheel, an axle mechanically coupled to the bearing, and a wheel speed transducer (WST) disposed in the axle. The WST may be configured to detect vibrations. A method of monitoring a bearing is also provided and may comprise measuring a vibration of the bearing, comparing the vibration of the bearing to a predetermined vibration, and estimating a remaining useful life of the bearing.
1. A wheel monitoring system for a landing gear of an aircraft, comprising:
a wheel;
a bearing mechanically coupled to the wheel;
an axle of the landing gear mechanically coupled to the bearing; and
a vibration monitoring device disposed in the axle and comprising an accelerometer configured to detect vibrations of the bearing, wherein the vibration monitoring device is in electronic communication with a controller configured to determine a remaining useful life of the bearing in response to the vibrations of the bearing, wherein the vibration monitoring device comprises a wheel speed transducer (WST); and
a non-transitory memory communicating with the controller, the non-transitory memory having instructions stored thereon that, in response to execution by the controller, cause the controller to perform operations comprising measuring, by the controller, the vibrations using the WST and measuring, by the controller, an amplitude of the vibrations at a predetermined frequency.
2. The wheel monitoring system of claim 1 , wherein the operations further comprise generating a visual indicator in a cockpit or on a maintenance device in response to the remaining useful life of the bearing.
3. The wheel monitoring system of claim 1 , wherein the operations further comprise:
measuring, by the controller, a temperature of at least one of the bearing and the axle; and
generating, by the controller, a signal on a maintenance device or in a cockpit in response to the temperature measured by the controller.
4. The wheel monitoring system of claim 1 , wherein the operations further comprise outputting the remaining useful life of the bearing.
5. A method of monitoring a bearing of a wheel on an aircraft, comprising:
measuring a vibration of the bearing using a wheel speed transducer;
comparing the vibration of the bearing measured by the wheel speed transducer to at least one of a predetermined value or spectra indicative of bearing wear; and
estimating a remaining useful life of the bearing based on a result of the comparing the vibration of the bearing to at least one of the predetermined value or the spectra.
6. The method of claim 5 , wherein measuring the vibration of the bearing further comprises measuring an amplitude at a predetermined frequency.
7. The method of claim 6 , further comprising comparing the amplitude at the predetermined frequency to a baseline amplitude at the predetermined frequency.
8. The method of claim 7 , wherein the baseline amplitude at the predetermined frequency is representative of a spent bearing.
9. The method of claim 7 , wherein the baseline amplitude at the predetermined frequency is representative of a new bearing.
10. The method of claim 5 , further comprising measuring a temperature of the bearing.
11. The method of claim 5 , wherein measuring the vibration of the bearing further comprises measuring the vibration of the bearing using an accelerometer.