MACHINE APPLICATION IN TEXTILE ART CREATION THROUGH AI ASSET CALCULATION AND PARALLEL KINEMATIC EXECUTION
DOI:
https://doi.org/10.71146/kjmr1032Keywords:
AI textile design, Kinematic detection, industrial designAbstract
The intersection of artificial intelligence and physical manufacturing presents novel opportunities for textile art creation. This paper introduces a comprehensive framework that integrates AI-driven asset calculation with advanced machine application to automate and enhance the production of intricate textile designs. By employing generative algorithms and structured support vector machines, we calculate and classify high-fidelity digital textile assets. These assets are subsequently realized using high-speed parallel kinematic machines (PKMs), leveraging their superior structural rigidity and dynamic capacities. Ultimately, this approach bridges the gap between digital generative art and physical textile machining, offering a scalable solution for modern industrial design and custom fabrication.
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Copyright (c) 2026 Saba Mohauddin, Tehreem Ramzan, Mehak Iftikhar, Laraib Manzoor, Dr Anum Ali (Author)
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