Operational & Commercial Significance
Shrinkage during dyeing is highly dependent on dye class, requiring a per-construction × per-dye-class distribution rather than a single estimate.
Current Baseline Method (Manual)
Not systematically measured. Planners use experience-based estimates per dye class.
Platform Architecture Specifications
Capture Layer: EPI/PPI cameras at entry and exit of dyeing line.
Statistical Distribution Layer: Fitted distribution per construction × dye-class combination.
Real-Time Deviation Boundary: Alert when roll shrinkage falls outside fitted distribution.
Phase 1 Industrial Realization: 100 rolls per major construction × dye-class combination.