Operational & Commercial Significance
Sanforizing is the last step where shrinkage can be intentionally introduced or controlled. Too little and the garment shrinks in the customer's wash; too much and fabric is wasted as length.
Current Baseline Method (Manual)
Planner experience-based estimate. No systematic per-roll measurement.
Platform Architecture Specifications
Capture Layer: EPI/PPI cameras at input and output of sanforizing line.
Statistical Distribution Layer: Fitted distribution per construction class, continuously updated.
Real-Time Deviation Boundary: Real-time alert when roll shrinkage falls outside fitted distribution.
Phase 1 Industrial Realization: 100 rolls per major construction class at Sarena.