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Prediction of heat transfer and air permeability properties of light weight nonwovens using artificial intelligence

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Title Statement Prediction of heat transfer and air permeability properties of light weight nonwovens using artificial intelligence
 
Added Entry - Uncontrolled Name Yekrang, Javad ; Isfahan University of Technology
Sarijeh, Behrouz ; Isfahan University of Technology
Semnani, Dariush ; Isfahan University of Technology
Zarrebini, Mohammad ; Isfahan University of Technology
Isfahan University of technology deputy of research
 
Uncontrolled Index Term Air permeability;Heat transfer;Neural network;Pore size distribution;Spunlace fabrics
 
Summary, etc. Effects of pore sizes and distribution of pore sizes of light weight spunlace nonwovens on the heat transfer and air permeability of these fabrics have been studied. Image analysis has been applied to extract the geometrical features of the cross-section of spunlace samples (pore sizes and distribution of pore sizes) at the different layers in the thickness direction. A neural network model is also developed for the prediction of heat transfer and air permeability with respects to structural properties of light weight nonwovens. Results show that the increase in pore sizes and distribution factor of pore sizes increases the air flow rate and heat transfer properties of the nonwoven fabrics respectively. The neural network model also predicts the air permeability and heat transfer of nonwovens in terms of the measured geometrical properties.
 
Publication, Distribution, Etc. Indian Journal of Fibre & Textile Research (IJFTR)
2016-02-23 14:27:31
 
Electronic Location and Access application/pdf
http://op.niscair.res.in/index.php/IJFTR/article/view/6019
 
Data Source Entry Indian Journal of Fibre & Textile Research (IJFTR); ##issue.vol## 40, ##issue.no## 4 (2015): Indian Journal of Fibre & Textile Research
 
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Nonspecific Relationship Entry http://op.niscair.res.in/index.php/IJFTR/article/download/6019/14878
http://op.niscair.res.in/index.php/IJFTR/article/download/6019/14881
http://op.niscair.res.in/index.php/IJFTR/article/download/6019/14956