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...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Faculty of Mechanical Engineering and University Publication Centre (UPENA)
2006
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| Online Access: | https://ir.uitm.edu.my/id/eprint/17592/2/17592.pdf |
| _version_ | 1796900660453572608 |
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| author | Khan, Zahid A. Quadir, G.A. Suhail, Arif Seetharamu, K.N. |
| author_facet | Khan, Zahid A. Quadir, G.A. Suhail, Arif Seetharamu, K.N. |
| author_sort | Khan, Zahid A. |
| collection | UITM |
| 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. |
| first_indexed | 2024-03-06T01:38:35Z |
| format | Article |
| id | oai:ir.uitm.edu.my:17592 |
| institution | Universiti Teknologi MARA |
| language | English |
| last_indexed | 2024-03-06T01:38:35Z |
| publishDate | 2006 |
| publisher | Faculty of Mechanical Engineering and University Publication Centre (UPENA) |
| record_format | dspace |
| spelling | oai:ir.uitm.edu.my:175922022-12-29T02:28:33Z https://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.] jmeche Khan, Zahid A. Quadir, G.A. Suhail, Arif Seetharamu, K.N. 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 https://ir.uitm.edu.my/id/eprint/17592/2/17592.pdf 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.]. (2006) Journal of Mechanical Engineering (JMechE) <https://ir.uitm.edu.my/view/publication/Journal_of_Mechanical_Engineering_=28JMechE=29/>, 3 (1). pp. 47-62. ISSN 1823-5514 ; 2550-164X https://jmeche.uitm.edu.my/ |
| spellingShingle | Khan, Zahid A. Quadir, G.A. Suhail, Arif Seetharamu, K.N. 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 | 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_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_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 |
| url | https://ir.uitm.edu.my/id/eprint/17592/2/17592.pdf |
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