An application of artificial neural network for classification of timber's durability / Noorsalzatul Azura Zakaria

This project present the application of Artificial Neural Network (ANN) in attempt to identify the timber's durability. MATLAB version 6.5.1 has been used as the software. There are 75 training data and 55 testing data used for this project. The data are from the timber testing that has been ca...

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Bibliographic Details
Main Author:	Zakaria, Noorsalzatul Azura
Format:	Thesis
Language:	English
Published:	2007
Subjects:	Mathematical physics
Online Access:	https://ir.uitm.edu.my/id/eprint/103050/1/103050.pdf
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id	my-uitm-ir.103050
record_format	uketd_dc
spelling	my-uitm-ir.1030502024-11-19T04:18:29Z An application of artificial neural network for classification of timber's durability / Noorsalzatul Azura Zakaria 2007 Zakaria, Noorsalzatul Azura Mathematical physics This project present the application of Artificial Neural Network (ANN) in attempt to identify the timber's durability. MATLAB version 6.5.1 has been used as the software. There are 75 training data and 55 testing data used for this project. The data are from the timber testing that has been carried out in the Wood Technology laboratory in Universiti Teknologi MARA, Shah Alam. Five factors that affecting the durability of timber are modulus of elasticity (MOE), modulus of rupture (MOR), compression parallel of grain, compression perpendicular of grain and shear strength. This five parameters are use as an input parameters for classification of timber's durability. Six network functions from Back-Propagation is used, there are traingd, traindx, traingdm, traingda, trainrp and trainlm training function have been compared to obtained the best model for classification of timber's durability. The best result produced will determine the most suitable model for classification of timber's durability. 2007 Thesis https://ir.uitm.edu.my/id/eprint/103050/ https://ir.uitm.edu.my/id/eprint/103050/1/103050.pdf text en public degree Universiti Teknologi MARA (UiTM) Faculty of Electrical Engineering Jailani, Rozita
institution	Universiti Teknologi MARA
collection	UiTM Institutional Repository
language	English
advisor	Jailani, Rozita
topic	Mathematical physics
spellingShingle	Mathematical physics Zakaria, Noorsalzatul Azura An application of artificial neural network for classification of timber's durability / Noorsalzatul Azura Zakaria
description	This project present the application of Artificial Neural Network (ANN) in attempt to identify the timber's durability. MATLAB version 6.5.1 has been used as the software. There are 75 training data and 55 testing data used for this project. The data are from the timber testing that has been carried out in the Wood Technology laboratory in Universiti Teknologi MARA, Shah Alam. Five factors that affecting the durability of timber are modulus of elasticity (MOE), modulus of rupture (MOR), compression parallel of grain, compression perpendicular of grain and shear strength. This five parameters are use as an input parameters for classification of timber's durability. Six network functions from Back-Propagation is used, there are traingd, traindx, traingdm, traingda, trainrp and trainlm training function have been compared to obtained the best model for classification of timber's durability. The best result produced will determine the most suitable model for classification of timber's durability.
format	Thesis
qualification_level	Bachelor degree
author	Zakaria, Noorsalzatul Azura
author_facet	Zakaria, Noorsalzatul Azura
author_sort	Zakaria, Noorsalzatul Azura
title	An application of artificial neural network for classification of timber's durability / Noorsalzatul Azura Zakaria
title_short	An application of artificial neural network for classification of timber's durability / Noorsalzatul Azura Zakaria
title_full	An application of artificial neural network for classification of timber's durability / Noorsalzatul Azura Zakaria
title_fullStr	An application of artificial neural network for classification of timber's durability / Noorsalzatul Azura Zakaria
title_full_unstemmed	An application of artificial neural network for classification of timber's durability / Noorsalzatul Azura Zakaria
title_sort	application of artificial neural network for classification of timber's durability / noorsalzatul azura zakaria
granting_institution	Universiti Teknologi MARA (UiTM)
granting_department	Faculty of Electrical Engineering
publishDate	2007
url	https://ir.uitm.edu.my/id/eprint/103050/1/103050.pdf
_version_	1818588074842521600

An application of artificial neural network for classification of timber's durability / Noorsalzatul Azura Zakaria

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