CPC G07C 5/006 (2013.01) [G06N 20/00 (2019.01); G07C 5/0808 (2013.01); G07C 5/0816 (2013.01)] | 20 Claims |
1. A method performed by a first device, the method comprising:
receiving, from one or more second devices, historical sensor data associated with wear of one or more components of an undercarriage of a machine,
wherein the historical sensor data includes machine vibration data regarding a measure of vibration of the machine;
receiving, from one or more third devices, historical inspection data associated with the wear of the one or more components;
training, using the historical sensor data and the historical inspection data, a machine learning model to predict a remaining life of the one or more components;
receiving, from one or more sensor devices of the machine, sensor data associated with the wear of the one or more components;
predicting, using the machine learning model and based on the sensor data, the remaining life of the one or more components; and
causing an action to be performed based on the remaining life of the one or more components.
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