Wireless wear detection for sealing elements

A non-transitory computer-readable medium storing instructions that, when executed by one or more processors of a computing system, cause the computing system to perform operations, the operations comprising:

• continuously querying a plurality of radio frequency identification (RFID) tags embedded within a seal element at a plurality of radial positions and a plurality of circumferential positions relative to an axial axis of the seal element;
• collecting data comprising an indication of one or more non-responsive RFID tags of the plurality of RFID tags with lost communication caused by damage of the one or more non-responsive RFID tags;
• associating the one or more non-responsive RFID tags with a depth of wear and a type of wear pattern of the seal element;
• and
• displaying the depth of wear and the type of wear pattern of the seal element along with an alarm level or confidence level associated with the depth of wear and the type of wear pattern of the seal element.