Digital Twin Simulation for Weaving Process Optimisation
topic
Digital twin models of weaving processes simulate shed formation dynamics, weft insertion mechanics, beat-up force, and fabric structure formation using finite element and multibody dynamics models calibrated with actual loom sensor data, enabling virtual testing of machine setting changes and fabric construction parameter variations to predict weaving performance and fabric quality before physical implementation on production looms.
Role
Accelerates new fabric development and machine setting optimisation by enabling virtual performance prediction from proposed weaving parameter changes, reducing the physical trial requirements and associated raw material waste and production interruption for new style development, and enabling exploration of machine setting spaces impractical to investigate through physical experimentation alone.
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