The invention discloses a detection method, device and equipment in an RFID tag manufacturing process, and the method comprises the steps: obtaining
stress monitoring data of a plurality of sections of a manufacturing
assembly line, and carrying out the preliminary screening; multi-dimensional optical and thermal detection is carried out on the suspected abnormal labels, and deformation feature points are determined; carrying out partitioned
microwave side emission test and impedance mismatch analysis on the tag with the real deformation risk, and evaluating the
radio frequency performance; performing intelligent section repairing
processing on the to-be-repaired
label; and obtaining data of each section, performing multi-dimensional fusion analysis, obtaining optimized parameters, and performing real-time adaptive adjustment. According to the technical scheme, the RFID tag manufacturing process can be comprehensively monitored, abnormal tags can be accurately identified and positioned, intelligent repair and
process optimization are achieved, the product quality and the production efficiency are effectively improved, the defective product rate is reduced, and an innovative
quality control solution is provided for RFID tag manufacturing.