The invention provides a fatigue test method,
system and equipment based on texture change of
carbon fibers and a medium, and belongs to the technical field of material tests.The method comprises the steps that a
carbon fiber composite material is selected as a
test sample; applying a fatigue load to the
test sample according to a designed test condition, and collecting a surface image of the
test sample; the method comprises the following steps of: preprocessing an acquired image, clustering according to the
gray level and texture similarity of pixels to obtain a plurality of clustering subareas, and marking different clustering areas by using different colors to complete
color mapping; extracting
texture feature parameters from the image after
color mapping, and performing PCA dimension reduction to obtain key
texture feature parameters; and comparing the key
texture feature parameters of the image under different test conditions, identifying texture feature changes, and completing fatigue performance evaluation. According to the method,
image processing and texture feature analysis are combined, so that non-
destructive testing of the CFRP fatigue performance is realized, and the testing accuracy and efficiency are improved.