Caterpillar Inc.
VISUALIZATION OF MACHINE STRUCTURE DAMAGE FROM MACHINE SENSOR DATA USING MACHINE LEARNING

Abstract:

A non-transitory computer-readable storage medium storing a set of instructions that, when executed by a processor of a machine, cause the machine to perform operations including receiving first data indicative of an operating state of one or more test machines, receiving second data indicative of physical damage to first regions of the one or more test machines; generating a predictive data structure by iteratively correlating the first data with the second data; determine, based on one or more machine sensors, an operating state the field machine; determining physical damage to at least one region of the field machine; and generating, based on the physical damage to the at least one region of the frame of the field machine, a graphical display of the field machine including an image of the frame of the field machine and one or more indicators of theoretical damage to second regions of the field machine.