The role of Artificial Neural Network (ANN) in predicting skin surface temperature, evaporative and convective heat losses from wet-skin surface of a cow / Zahid A. Khan … [et al.]

A multi-layered feedforward fully-connected Artificial Neural Network (ANN) based on Levenberg-Marquardt training algorithm is used to predict skin temperature, evaporative and convective heat losses from a cow. The mathematical model available in the literature is used to generate training data to...

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Format:	Article
Language:	English
Published:	Faculty of Mechanical Engineering and University Publication Centre (UPENA) 2006
Online Access:	http://ir.uitm.edu.my/id/eprint/17592/ http://ir.uitm.edu.my/id/eprint/17592/1/AJ_ZAHID%20A.%20KHAN%20JME%2006.pdf

id	uitm-17592
recordtype	eprints
spelling	uitm-175922017-08-10T04:24:03Z http://ir.uitm.edu.my/id/eprint/17592/ The role of Artificial Neural Network (ANN) in predicting skin surface temperature, evaporative and convective heat losses from wet-skin surface of a cow / Zahid A. Khan … [et al.] A multi-layered feedforward fully-connected Artificial Neural Network (ANN) based on Levenberg-Marquardt training algorithm is used to predict skin temperature, evaporative and convective heat losses from a cow. The mathematical model available in the literature is used to generate training data to train the neural network. The predicted skin temperatures, evaporative and convective heat losses due to the change in 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. Faculty of Mechanical Engineering and University Publication Centre (UPENA) 2006 Article PeerReviewed text en http://ir.uitm.edu.my/id/eprint/17592/1/AJ_ZAHID%20A.%20KHAN%20JME%2006.pdf UNSPECIFIED (2006) The role of Artificial Neural Network (ANN) in predicting skin surface temperature, evaporative and convective heat losses from wet-skin surface of a cow / Zahid A. Khan … [et al.]. Journal of Mechanical Engineering, 3 (1). pp. 47-62. ISSN 1823-5514
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Teknologi MARA
building	UiTM Institutional Repository
collection	Online Access
language	English
description	A multi-layered feedforward fully-connected Artificial Neural Network (ANN) based on Levenberg-Marquardt training algorithm is used to predict skin temperature, evaporative and convective heat losses from a cow. The mathematical model available in the literature is used to generate training data to train the neural network. The predicted skin temperatures, evaporative and convective heat losses due to the change in 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
title	The role of Artificial Neural Network (ANN) in predicting skin surface temperature, evaporative and convective heat losses from wet-skin surface of a cow / Zahid A. Khan … [et al.]
spellingShingle	The role of Artificial Neural Network (ANN) in predicting skin surface temperature, evaporative and convective heat losses from wet-skin surface of a cow / Zahid A. Khan … [et al.]
title_short	The role of Artificial Neural Network (ANN) in predicting skin surface temperature, evaporative and convective heat losses from wet-skin surface of a cow / Zahid A. Khan … [et al.]
title_full	The role of Artificial Neural Network (ANN) in predicting skin surface temperature, evaporative and convective heat losses from wet-skin surface of a cow / Zahid A. Khan … [et al.]
title_fullStr	The role of Artificial Neural Network (ANN) in predicting skin surface temperature, evaporative and convective heat losses from wet-skin surface of a cow / Zahid A. Khan … [et al.]
title_full_unstemmed	The role of Artificial Neural Network (ANN) in predicting skin surface temperature, evaporative and convective heat losses from wet-skin surface of a cow / Zahid A. Khan … [et al.]
title_sort	role of artificial neural network (ann) in predicting skin surface temperature, evaporative and convective heat losses from wet-skin surface of a cow / zahid a. khan … [et al.]
publisher	Faculty of Mechanical Engineering and University Publication Centre (UPENA)
publishDate	2006
url	http://ir.uitm.edu.my/id/eprint/17592/ http://ir.uitm.edu.my/id/eprint/17592/1/AJ_ZAHID%20A.%20KHAN%20JME%2006.pdf
first_indexed	2023-09-18T22:58:38Z
last_indexed	2023-09-18T22:58:38Z
_version_	1777418023775240192

The role of Artificial Neural Network (ANN) in predicting skin surface temperature, evaporative and convective heat losses from wet-skin surface of a cow / Zahid A. Khan … [et al.]

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