22/07/2022 – Digitalization of textile production machines
Using AI to develop textile products efficiently
At the Niederrhein University of Applied Sciences, research is being conducted on a system that calculates machine parameters on the basis of material parameters and predefined product properties.
Example of the correlation effects in the production of a weft knitted fabric for the parameters yarn tension and number of yarn plies. © Hochschule Niederrhein
Illustration of the improved process flow based on the use of an ANN for parameter correlation. © Hochschule Niederrhein
Example of the correlation effects in the production of a weft knitted fabric for the parameters yarn tension and number of yarn plies. © Hochschule Niederrhein
Illustration of the ANN-based correlation process using the example of a weft knitted fabric with exemplary input and output parameters. © Hochschule Niederrhein