The invention relates to the technical field of non-
woven fabric production quality management and control, in particular to an EVA-based laminated non-
woven fabric product quality tracing method and
system, and the method comprises the steps: synchronously collecting whole
production chain time sequence process parameters through a sensor network, generating an original parameter flow bound with a production coil, obtaining a baseline, a
rhythm and a disturbance component through multi-scale
decomposition, and obtaining a reference parameter flow; and mapping to a product
raw material layer, an
interface bonding layer and a
surface layer to generate a layering quality parameter set. And constructing a defect mode sample
library, identifying a potential defect evolution path through
unsupervised clustering, calculating a dynamic matching degree between a current parameter set and the defect evolution path in an early stage in real time, and triggering parameter
backtracking and root positioning of a corresponding process link if the dynamic matching degree exceeds a threshold value. According to the method, layered association of the process parameters and the product structure is realized, defect evolution characteristics can be identified in advance, and the accuracy and the preposition of quality tracing of the EVA laminated non-
woven fabric are improved.