The historical trajectory of commercial textile production illustrates a significant movement from traditional resource depletion to closed-loop manufacturing. Historical manufacturing periods focused heavily on sheer volume without analyzing the long-term ecological consequences. Today, however, advanced industrial analytics has fundamentally rest