Residual cube strength and microstructural properties of fire-damaged biofibrous concrete with GEP-based prediction model

Concrete under thermal loads is characterised by cracking and pore pressure build-up resulting in spalling and deterioration. Its retained strength is crucial to structural soundness and serviceability. Past findings indicate that some fibres could mitigate crack propagation and pore pressure in hea...

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Main Authors: Aluko, Oluwatobi Gbenga, Mohamad Yatim, Jamaludin, Ab. Kadir, Mariyana Aida, Yahya, Khairulzan
Format: Article
Language:English
Published: Institute for Ionics 2023
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Online Access:http://eprints.utm.my/105212/1/JamaludinMohamadYatim2023_ResidualCubeStrengthandMicrostructuralProperties.pdf
http://eprints.utm.my/105212/
http://dx.doi.org/10.1007/s13369-023-08018-x
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spelling my.utm.1052122024-04-30T07:04:37Z http://eprints.utm.my/105212/ Residual cube strength and microstructural properties of fire-damaged biofibrous concrete with GEP-based prediction model Aluko, Oluwatobi Gbenga Mohamad Yatim, Jamaludin Ab. Kadir, Mariyana Aida Yahya, Khairulzan TA Engineering (General). Civil engineering (General) Concrete under thermal loads is characterised by cracking and pore pressure build-up resulting in spalling and deterioration. Its retained strength is crucial to structural soundness and serviceability. Past findings indicate that some fibres could mitigate crack propagation and pore pressure in heated concrete. However, kenaf fibre-reinforced concrete (KFRC) is yet to be studied. This research presents an experimental report on kenaf fibre normal strength concrete (KFNSC) (grade 40), using an optimum volume (0.75 percent) and length (25 mm), heated frm 100 to 800 °C, sustained for 1, 2, and 3 h, and tested after cooling. The microstructure and thermal properties of treated fibre were examined using scanning electron microscope and thermogravimetry analysis. The residual compressive strength, microstructure, weight loss, and ultrasonic pulse velocity of KFRC were determined and compared with non-fibrous specimens. The test results revealed that KFNSC climaxed its compressive strength at 300 °C and was thermally stable up to 400 °C, compared with Plain normal strength concrete, with superior performance. However, both strengths declined, and the microstructure worsened with increased temperature and exposure duration. A Gene Expression Programming model was developed for prediction and gave a perfect correlation with empirical data. The research would offer technical information for biocomposite standards development and application strategy. Institute for Ionics 2023 Article PeerReviewed application/pdf en http://eprints.utm.my/105212/1/JamaludinMohamadYatim2023_ResidualCubeStrengthandMicrostructuralProperties.pdf Aluko, Oluwatobi Gbenga and Mohamad Yatim, Jamaludin and Ab. Kadir, Mariyana Aida and Yahya, Khairulzan (2023) Residual cube strength and microstructural properties of fire-damaged biofibrous concrete with GEP-based prediction model. Arabian Journal for Science and Engineering, 48 (10). pp. 13945-13966. ISSN 2193-567X http://dx.doi.org/10.1007/s13369-023-08018-x DOI : 10.1007/s13369-023-08018-x
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic TA Engineering (General). Civil engineering (General)
spellingShingle TA Engineering (General). Civil engineering (General)
Aluko, Oluwatobi Gbenga
Mohamad Yatim, Jamaludin
Ab. Kadir, Mariyana Aida
Yahya, Khairulzan
Residual cube strength and microstructural properties of fire-damaged biofibrous concrete with GEP-based prediction model
description Concrete under thermal loads is characterised by cracking and pore pressure build-up resulting in spalling and deterioration. Its retained strength is crucial to structural soundness and serviceability. Past findings indicate that some fibres could mitigate crack propagation and pore pressure in heated concrete. However, kenaf fibre-reinforced concrete (KFRC) is yet to be studied. This research presents an experimental report on kenaf fibre normal strength concrete (KFNSC) (grade 40), using an optimum volume (0.75 percent) and length (25 mm), heated frm 100 to 800 °C, sustained for 1, 2, and 3 h, and tested after cooling. The microstructure and thermal properties of treated fibre were examined using scanning electron microscope and thermogravimetry analysis. The residual compressive strength, microstructure, weight loss, and ultrasonic pulse velocity of KFRC were determined and compared with non-fibrous specimens. The test results revealed that KFNSC climaxed its compressive strength at 300 °C and was thermally stable up to 400 °C, compared with Plain normal strength concrete, with superior performance. However, both strengths declined, and the microstructure worsened with increased temperature and exposure duration. A Gene Expression Programming model was developed for prediction and gave a perfect correlation with empirical data. The research would offer technical information for biocomposite standards development and application strategy.
format Article
author Aluko, Oluwatobi Gbenga
Mohamad Yatim, Jamaludin
Ab. Kadir, Mariyana Aida
Yahya, Khairulzan
author_facet Aluko, Oluwatobi Gbenga
Mohamad Yatim, Jamaludin
Ab. Kadir, Mariyana Aida
Yahya, Khairulzan
author_sort Aluko, Oluwatobi Gbenga
title Residual cube strength and microstructural properties of fire-damaged biofibrous concrete with GEP-based prediction model
title_short Residual cube strength and microstructural properties of fire-damaged biofibrous concrete with GEP-based prediction model
title_full Residual cube strength and microstructural properties of fire-damaged biofibrous concrete with GEP-based prediction model
title_fullStr Residual cube strength and microstructural properties of fire-damaged biofibrous concrete with GEP-based prediction model
title_full_unstemmed Residual cube strength and microstructural properties of fire-damaged biofibrous concrete with GEP-based prediction model
title_sort residual cube strength and microstructural properties of fire-damaged biofibrous concrete with gep-based prediction model
publisher Institute for Ionics
publishDate 2023
url http://eprints.utm.my/105212/1/JamaludinMohamadYatim2023_ResidualCubeStrengthandMicrostructuralProperties.pdf
http://eprints.utm.my/105212/
http://dx.doi.org/10.1007/s13369-023-08018-x
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score 13.18916