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.
Illustration of the improved process flow based on the use of an ANN for parameter correlation. © 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