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...
| Main Authors: | , , , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Penerbit UTM
2005
|
| Subjects: | |
| Online Access: | http://eprints.utm.my/8253/ http://eprints.utm.my/8253/1/ZahidAKhan2005_Application_of_artificial_neural_network_%28AAN%29.pdf |
| _version_ | 1848891648257294336 |
|---|---|
| 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 |
| building | UTeM Institutional Repository |
| collection | Online Access |
| 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. |
| first_indexed | 2025-11-15T21:01:18Z |
| format | Article |
| id | utm-8253 |
| institution | Universiti Teknologi Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T21:01:18Z |
| publishDate | 2005 |
| publisher | Penerbit UTM |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | utm-82532017-02-08T00:39:01Z http://eprints.utm.my/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/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 |
| 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 |
| title | 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_short | 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 |
| topic | TJ Mechanical engineering and machinery |
| url | http://eprints.utm.my/8253/ http://eprints.utm.my/8253/1/ZahidAKhan2005_Application_of_artificial_neural_network_%28AAN%29.pdf |