Usage of artificial neural networks for prediction of fabric drape

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F46747885%3A24410%2F05%3A00000037" target="_blank" >RIV/46747885:24410/05:00000037 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Result language
angličtina
Original language name
Usage of artificial neural networks for prediction of fabric drape
Original language description
Presented contribution deals with drape prediction of woven fabrics from their mechanical properties by means artificial neural networks, namely Backprapogation algorithm and Radial basis function that belong between the most used ANN for prediction. Innmeasurement of fabrics. Set of 92 fabrics was tested. The dependence between measured and predicted drape DC for both RBF and BPG neural model was very similar (correlation coefficient R2 in range of value from 0,9 to 0,95). Absolute error of drape predi
Czech name
Využití neuronových sítí pro predikci splývavosti
Czech description
Příspěvek se zabývá predikcí splývavosti tkanin s využitím neuronových sítí.

Project
<a href="/en/project/1M0553" target="_blank" >1M0553: Research Centre TEXTIL II</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2005
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
12th International Conference Strutex - Structure and Structural Mechanics of Textile Fabrics (proceedings)
ISBN
80-7372-002-7
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
307-312
Publisher name
Technical University of Liberec
Place of publication
Liberec, Czech Republic
Event location
Liberec, Czech Republic
Event date
Nov 28, 2005
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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