Prediction of Blended Yarn Evenness and Tensile Properties by Using Artificial Neural Network and Multiple Linear Regression

Prediction of Blended Yarn Evenness and Tensile Properties by Using Artificial Neural Network and Multiple Linear Regression

The present research work was carried out to develop the prediction models for blended ring spun yarn evenness and tensile parameters using artificial neural networks (ANNs) and multiple linear regression (MLR). Polyester/cotton blend ratio, twist multiplier, back roller hardness and break draft rat...

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Bibliographic Details
Main Authors: Malik Samander Ali, Farooq Assad, Gereke Thomas, Cherif Chokri
Format: Article
Language:English
Published: Sciendo 2016-06-01
Series:Autex Research Journal
Subjects:
blended yarn evenness
tenacity
model
artificial neural network
multiple linear regression
rank analysis
Online Access:https://doi.org/10.1515/aut-2015-0018

Internet

https://doi.org/10.1515/aut-2015-0018

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