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.

Abstract: A visualization system for visualizing structural integrity of a frame is provided. The visualization system may include a monitoring device having one or more sensors coupled to the frame, and a workstation in communication with the one or more sensors. The sensors may be configured to measure field damage data. The workstation may include a display device, an analytical model database storing model damage data, and a controller. The controller may be configured to receive the field damage data from the sensors, receive the model damage data from the analytical model database, generate an events log based on the field damage data and the model damage data, map the model damage data to a visual model of the frame based on the events log, and display the visual model of the frame on the display device.

Abstract: A visualization system for visualizing structural integrity of a frame is provided. The visualization system may include a monitoring device having one or more sensors coupled to the frame, and a workstation in communication with the one or more sensors. The sensors may be configured to measure field damage data. The workstation may include a display device, an analytical model database storing model damage data, and a controller. The controller may be configured to receive the field damage data from the sensors, receive the model damage data from the analytical model database, generate an events log based on the field damage data and the model damage data, map the model damage data to a visual model of the frame based on the events log, and display the visual model of the frame on the display device.