The invention belongs to the technical field of life state monitoring and
maintenance management of a
pantograph carbon contact strip, and particularly discloses a
pantograph carbon contact strip full-life cycle
data management system, which comprises a multi-level gradient feature
library, a pseudo edge filtering technology, multi-scale
feature extraction and
radial basis function classification, full-scale identification of defects such as cracks is realized, and the microcrack detection accuracy is improved; multi-
source data collaborative acquisition and three-dimensional
coordinate mapping are adopted, and self-adaptive sliding window analysis is combined, so that
data integrity and timeliness under different working conditions are ensured; through
impact energy parameter integration, pressure fluctuation index calculation and a
thermal expansion correction coefficient, a partition life prediction model is established, and the wear prediction error of a key area is reduced; high-
risk area automatic marking and maintenance work order generation are realized, the RFID tracing technology is combined, the maintenance efficiency is improved, and the service life is prolonged. According to the method, the defects of a traditional method in the aspects of defect detection,
dynamic monitoring and service life prediction are effectively overcome.