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18499921. WEAR INFORMING SYSTEM AND RELATED METHODS OF USE (Caterpillar Inc.)

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WEAR INFORMING SYSTEM AND RELATED METHODS OF USE

Organization Name

Caterpillar Inc.

Inventor(s)

Wenming Zhao of Dunlap IL US

Xuefei Hu of Dunlap IL US

Cheng Yu of Edwards IL US

Zhiyong Hu of Chicago IL US

Daojie Zhang of Northbrook IL US

WEAR INFORMING SYSTEM AND RELATED METHODS OF USE

This abstract first appeared for US patent application 18499921 titled 'WEAR INFORMING SYSTEM AND RELATED METHODS OF USE

Original Abstract Submitted

In one instance, disclosed herein is a computer-implemented method for monitoring an undercarriage of a track-type machine, the computer-implemented method comprising: accessing a reduced order model (ROM) corresponding to the track-type machine; receiving an estimated wear level of at least one undercarriage component of a track-type machine and machine signal data generated by the track-type machine; generating an updated estimated wear level of the at least one undercarriage component using the estimated wear level, the machine signal data, and the ROM; and comparing the updated estimated wear level of the at least one undercarriage component to a wear level threshold.

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