Systems and methods for data collection from maintenance-prone vehicle components

A computer system for receiving and storing measurement data from a wheel assembly, comprising:

• sending, by an edge node, a signal to one or more sensors associated with a wheel assembly, the signal exciting the one or more sensors and causing the one or more sensors to perform measurements on respective wheel assembly components of the one or more sensors;
• receiving, by the edge node, a return signal from the one or more sensors, the return signal encoded with the measurement data sensed by the one or more sensors;
• and
• storing, the sensed measurement data on a memory storage device located on the wheel assembly, a memory housed in the edge node, and/or on a remote server.

A non-transitory computer-readable medium for receiving and storing measurement data from a wheel assembly, comprising:

• sending, by an edge node, a signal to one or more sensors associated with a wheel assembly the signal exciting the one or more sensors and causing the one or more sensors to perform measurements on respective wheel assembly components of the one or more sensors;
• receiving, by the edge node, a return signal from the one or more sensors, the return signal encoded with the measurement data sensed by the one or more sensors;
• and
• storing, the sensed measurement data on a memory storage device located on the wheel assembly, a memory housed in the edge node, and/or on a remote server.