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Application of artificial neural network (AAN) for prediction of sensible and latent heat losses from a cow

Artificial Neural Network (ANN) based on feed-forward backpropagation model is used to predict sensible and latent heat losses from the wet-skin surface and fur layer of a cow. A mathematical model is used to generate training data to train the neural network. The predicted skin temperatures, latent...

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Main Authors: A. Khan, Zahid, Kamaruddin, S., Quadir, G. A., Suhail, A., Seetharamu, K. N.
Format: Article
Language:English
Published: Penerbit UTM 2005
Subjects:
TJ Mechanical engineering and machinery
Online Access:http://eprints.utm.my/id/eprint/8253/1/ZahidAKhan2005_Application_of_artificial_neural_network_%28AAN%29.pdf
http://eprints.utm.my/id/eprint/8253/
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spelling my.utm.82532017-02-08T00:39:01Z http://eprints.utm.my/id/eprint/8253/ Application of artificial neural network (AAN) for prediction of sensible and latent heat losses from a cow A. Khan, Zahid Kamaruddin, S. Quadir, G. A. Suhail, A. Seetharamu, K. N. TJ Mechanical engineering and machinery Artificial Neural Network (ANN) based on feed-forward backpropagation model is used to predict sensible and latent heat losses from the wet-skin surface and fur layer of a cow. A mathematical model is used to generate training data to train the neural network. The predicted skin temperatures, latent, convective, radiative, sensible and total heat losses due to the change in the level of wetness, air velocity, relative humidity and ambient air temperature using ANN agree very closely with those obtained from the mathematical model used in the analysis. Penerbit UTM 2005-12 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/8253/1/ZahidAKhan2005_Application_of_artificial_neural_network_%28AAN%29.pdf A. Khan, Zahid and Kamaruddin, S. and Quadir, G. A. and Suhail, A. and Seetharamu, K. N. (2005) Application of artificial neural network (AAN) for prediction of sensible and latent heat losses from a cow. Jurnal Mekanikal (20). ISSN 0127-3396
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic TJ Mechanical engineering and machinery
spellingShingle TJ Mechanical engineering and machinery
A. Khan, Zahid
Kamaruddin, S.
Quadir, G. A.
Suhail, A.
Seetharamu, K. N.
Application of artificial neural network (AAN) for prediction of sensible and latent heat losses from a cow
description Artificial Neural Network (ANN) based on feed-forward backpropagation model is used to predict sensible and latent heat losses from the wet-skin surface and fur layer of a cow. A mathematical model is used to generate training data to train the neural network. The predicted skin temperatures, latent, convective, radiative, sensible and total heat losses due to the change in the level of wetness, air velocity, relative humidity and ambient air temperature using ANN agree very closely with those obtained from the mathematical model used in the analysis.
format Article
author A. Khan, Zahid
Kamaruddin, S.
Quadir, G. A.
Suhail, A.
Seetharamu, K. N.
author_facet A. Khan, Zahid
Kamaruddin, S.
Quadir, G. A.
Suhail, A.
Seetharamu, K. N.
author_sort A. Khan, Zahid
title Application of artificial neural network (AAN) for prediction of sensible and latent heat losses from a cow
title_short Application of artificial neural network (AAN) for prediction of sensible and latent heat losses from a cow
title_full Application of artificial neural network (AAN) for prediction of sensible and latent heat losses from a cow
title_fullStr Application of artificial neural network (AAN) for prediction of sensible and latent heat losses from a cow
title_full_unstemmed Application of artificial neural network (AAN) for prediction of sensible and latent heat losses from a cow
title_sort application of artificial neural network (aan) for prediction of sensible and latent heat losses from a cow
publisher Penerbit UTM
publishDate 2005
url http://eprints.utm.my/id/eprint/8253/1/ZahidAKhan2005_Application_of_artificial_neural_network_%28AAN%29.pdf
http://eprints.utm.my/id/eprint/8253/
_version_ 1643644950527606784
score 13.211869

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