Nonlinear analysis of load-deflection testing of reinforced one-way slab strengthened by carbon fiber reinforced polymer (CFRP) and using artificial neural network (ANN) for prediction
Load-deflection curve is the most important part of the structural analysis of RC beam and slab. The load-deflection analysis of the RC one-way slab strengthened by CFRP using experimental work, finite element analysis (FEA), artificial neural network (ANN), and a comparison of them together are the...
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| Format: | Article |
| Language: | English |
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International Journal of Physical Sciences
2011
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| Online Access: | http://eprints.um.edu.my/5987/1/Nonlinear_analysis_of_load-deflection_testing_of_reinforced_one-way_slab_strengthened_by_carbon_fiber_reinforced_polymer_%28CFRP%29_and_using_artificial_neural_network_%28ANN%29_for_prediction.pdf |
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| author | Far, M.R.H. Jumaat, Mohd Zamin Vahid Razavi T., S. Mohammadi, P. Mohammadi, H. |
| author_facet | Far, M.R.H. Jumaat, Mohd Zamin Vahid Razavi T., S. Mohammadi, P. Mohammadi, H. |
| author_sort | Far, M.R.H. |
| collection | UM |
| description | Load-deflection curve is the most important part of the structural analysis of RC beam and slab. The load-deflection analysis of the RC one-way slab strengthened by CFRP using experimental work, finite element analysis (FEA), artificial neural network (ANN), and a comparison of them together are the important objective of this study. The dimension of the one-way slab was 1800�400�120 mm which was strengthened by different length and width of carbon fiber reinforced polymer (CFRP). The experimental results sufficiently adapted with FEA and ANNs output. The feed forward back-propagation (FFB) was the best ANN for prediction of load-deflection curve with minimum error below 1, and maximum correlation coefficient close to 1. |
| first_indexed | 2024-03-06T05:15:42Z |
| format | Article |
| id | um.eprints-5987 |
| institution | Universiti Malaya |
| language | English |
| last_indexed | 2024-03-06T05:15:42Z |
| publishDate | 2011 |
| publisher | International Journal of Physical Sciences |
| record_format | dspace |
| spelling | um.eprints-59872020-02-05T04:33:23Z http://eprints.um.edu.my/5987/ Nonlinear analysis of load-deflection testing of reinforced one-way slab strengthened by carbon fiber reinforced polymer (CFRP) and using artificial neural network (ANN) for prediction Far, M.R.H. Jumaat, Mohd Zamin Vahid Razavi T., S. Mohammadi, P. Mohammadi, H. TA Engineering (General). Civil engineering (General) Load-deflection curve is the most important part of the structural analysis of RC beam and slab. The load-deflection analysis of the RC one-way slab strengthened by CFRP using experimental work, finite element analysis (FEA), artificial neural network (ANN), and a comparison of them together are the important objective of this study. The dimension of the one-way slab was 1800�400�120 mm which was strengthened by different length and width of carbon fiber reinforced polymer (CFRP). The experimental results sufficiently adapted with FEA and ANNs output. The feed forward back-propagation (FFB) was the best ANN for prediction of load-deflection curve with minimum error below 1, and maximum correlation coefficient close to 1. International Journal of Physical Sciences 2011 Article PeerReviewed application/pdf en http://eprints.um.edu.my/5987/1/Nonlinear_analysis_of_load-deflection_testing_of_reinforced_one-way_slab_strengthened_by_carbon_fiber_reinforced_polymer_%28CFRP%29_and_using_artificial_neural_network_%28ANN%29_for_prediction.pdf Far, M.R.H. and Jumaat, Mohd Zamin and Vahid Razavi T., S. and Mohammadi, P. and Mohammadi, H. (2011) Nonlinear analysis of load-deflection testing of reinforced one-way slab strengthened by carbon fiber reinforced polymer (CFRP) and using artificial neural network (ANN) for prediction. International Journal of Physical Sciences, 6 (13). pp. 3054-3061. ISSN 19921950, DOI https://doi.org/10.5897/IJPS11.553 <https://doi.org/10.5897/IJPS11.553>. http://www.scopus.com/inward/record.url?eid=2-s2.0-79960866995&partnerID=40&md5=f6558dd00b68f216853648866202b5f7 10.5897/IJPS11.553 |
| spellingShingle | TA Engineering (General). Civil engineering (General) Far, M.R.H. Jumaat, Mohd Zamin Vahid Razavi T., S. Mohammadi, P. Mohammadi, H. Nonlinear analysis of load-deflection testing of reinforced one-way slab strengthened by carbon fiber reinforced polymer (CFRP) and using artificial neural network (ANN) for prediction |
| title | Nonlinear analysis of load-deflection testing of reinforced one-way slab strengthened by carbon fiber reinforced polymer (CFRP) and using artificial neural network (ANN) for prediction |
| title_full | Nonlinear analysis of load-deflection testing of reinforced one-way slab strengthened by carbon fiber reinforced polymer (CFRP) and using artificial neural network (ANN) for prediction |
| title_fullStr | Nonlinear analysis of load-deflection testing of reinforced one-way slab strengthened by carbon fiber reinforced polymer (CFRP) and using artificial neural network (ANN) for prediction |
| title_full_unstemmed | Nonlinear analysis of load-deflection testing of reinforced one-way slab strengthened by carbon fiber reinforced polymer (CFRP) and using artificial neural network (ANN) for prediction |
| title_short | Nonlinear analysis of load-deflection testing of reinforced one-way slab strengthened by carbon fiber reinforced polymer (CFRP) and using artificial neural network (ANN) for prediction |
| title_sort | nonlinear analysis of load deflection testing of reinforced one way slab strengthened by carbon fiber reinforced polymer cfrp and using artificial neural network ann for prediction |
| topic | TA Engineering (General). Civil engineering (General) |
| url | http://eprints.um.edu.my/5987/1/Nonlinear_analysis_of_load-deflection_testing_of_reinforced_one-way_slab_strengthened_by_carbon_fiber_reinforced_polymer_%28CFRP%29_and_using_artificial_neural_network_%28ANN%29_for_prediction.pdf |
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