Evaluation of building performance using artificial neural network: study on service life planning in achieving sustainability
Construction process has often been described as a highly complex because of the number of disciplines involved from conceptual and design to construction stage. Once completed, the environmental change and usage of the building test the quality of the design and workmanship as well as the suitabili...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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2007
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| Online Access: | http://eprints.utm.my/2874/ http://eprints.utm.my/2874/1/SHTapsir_evaluation_of_building_performance_using_artificial_neural_network.pdf |
| _version_ | 1848890454771236864 |
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| author | Yatim, J. M. Tapsir, Siti Hamisah Usman, F. |
| author_facet | Yatim, J. M. Tapsir, Siti Hamisah Usman, F. |
| author_sort | Yatim, J. M. |
| building | UTeM Institutional Repository |
| collection | Online Access |
| description | Construction process has often been described as a highly complex because of the number of disciplines involved from conceptual and design to construction stage. Once completed, the environmental change and usage of the building test the quality of the design and workmanship as well as the suitability of material used. The degradation of buildings are influenced by a whole set of factors such as environmental degradation agents, quality of material, protective treatment, design of buildings, quality of work and maintenance. This paper describes the global issue of sustainability, data collection and potential applications of an analysis using artificial neural network in predicting service life for an ongoing research on affordable quality housing at Universiti Teknologi Malaysia |
| first_indexed | 2025-11-15T20:42:20Z |
| format | Article |
| id | utm-2874 |
| institution | Universiti Teknologi Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T20:42:20Z |
| publishDate | 2007 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | utm-28742017-09-06T08:26:49Z http://eprints.utm.my/2874/ Evaluation of building performance using artificial neural network: study on service life planning in achieving sustainability Yatim, J. M. Tapsir, Siti Hamisah Usman, F. TA Engineering (General). Civil engineering (General) Construction process has often been described as a highly complex because of the number of disciplines involved from conceptual and design to construction stage. Once completed, the environmental change and usage of the building test the quality of the design and workmanship as well as the suitability of material used. The degradation of buildings are influenced by a whole set of factors such as environmental degradation agents, quality of material, protective treatment, design of buildings, quality of work and maintenance. This paper describes the global issue of sustainability, data collection and potential applications of an analysis using artificial neural network in predicting service life for an ongoing research on affordable quality housing at Universiti Teknologi Malaysia 2007 Article PeerReviewed application/pdf en http://eprints.utm.my/2874/1/SHTapsir_evaluation_of_building_performance_using_artificial_neural_network.pdf Yatim, J. M. and Tapsir, Siti Hamisah and Usman, F. (2007) Evaluation of building performance using artificial neural network: study on service life planning in achieving sustainability. Not specified . pp. 1-9. (Unpublished) |
| spellingShingle | TA Engineering (General). Civil engineering (General) Yatim, J. M. Tapsir, Siti Hamisah Usman, F. Evaluation of building performance using artificial neural network: study on service life planning in achieving sustainability |
| title | Evaluation of building performance using artificial neural network: study on service life planning in achieving sustainability |
| title_full | Evaluation of building performance using artificial neural network: study on service life planning in achieving sustainability |
| title_fullStr | Evaluation of building performance using artificial neural network: study on service life planning in achieving sustainability |
| title_full_unstemmed | Evaluation of building performance using artificial neural network: study on service life planning in achieving sustainability |
| title_short | Evaluation of building performance using artificial neural network: study on service life planning in achieving sustainability |
| title_sort | evaluation of building performance using artificial neural network: study on service life planning in achieving sustainability |
| topic | TA Engineering (General). Civil engineering (General) |
| url | http://eprints.utm.my/2874/ http://eprints.utm.my/2874/1/SHTapsir_evaluation_of_building_performance_using_artificial_neural_network.pdf |