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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.

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Hochschule-Niederrhein-KNN.jpg

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

 
KNN-zur-Parameterkorrelation.jpg

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

 
Hochschule-Niederrhein-KNN.jpg

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

 
Hochschule-Niederrhein-KNN.jpg

Illustration of the ANN-based correlation process using the example of a weft knitted fabric with exemplary input and output parameters. © Hochschule Niederrhein

 
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