Optimizing durability and performance in high-volume fly ash-based alkali-activated mortar with palm oil fuel ash and slag: A response surface methodology approach

While extensive research has been conducted on the production of binary or ternary binders incorporated into alkali-activated mortars (AAMs), significant efforts continue to be directed towards determining the optimal blends that not only address strength requirements but also durability criteria. T...

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Main Authors: Algaifi H.A., Fahim Huseien G., Syamsir A., Qaid A., Baharom S., Mhaya A.M.
Other Authors: 57203885467
Format: Article
Published: Elsevier Ltd 2025
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spelling my.uniten.dspace-366102025-03-03T15:43:23Z Optimizing durability and performance in high-volume fly ash-based alkali-activated mortar with palm oil fuel ash and slag: A response surface methodology approach Algaifi H.A. Fahim Huseien G. Syamsir A. Qaid A. Baharom S. Mhaya A.M. 57203885467 56814956200 57195320482 56306204100 8671436000 57112485300 Acid resistance Binders Blast furnaces Compressive strength Durability Fly ash Freezing Mortar Oil shale Slags Surface properties Thawing Alkali-activated mortars Durability property Energy Freezing-thawing resistances Fuel ash High volume fly ash Performance Response-surface methodology Wet dries Wet-dry resistance Palm oil While extensive research has been conducted on the production of binary or ternary binders incorporated into alkali-activated mortars (AAMs), significant efforts continue to be directed towards determining the optimal blends that not only address strength requirements but also durability criteria. The present study seeks to optimize highly durable AAMs subjected to harsh conditions that would most likely occur in the mortar during service, through both experimental and optimization modeling. A ternary binder system was developed with a high proportion of fly ash (FA) at 50%, 60%, and 70%, combined with ground granulated blast furnace slag (GBFS) and palm oil fuel ash (POFA) at varying levels from 0% to 30%. Visual inspection, compressive strength loss, and microstructure tests were used to evaluate the performance of the proposed AAMs with exposure to freezing-thawing cycles, wet-dry cycles, and an acidic environment for up to one year. Results indicated that the acid, wet-dry, and freezing-thawing resistances of the proposed mortar were satisfactory at the binder level (60% FA, 10% POFA, and 30% GBFS). Furthermore, the response surface methodology model's accuracy and robustness were attained, with mean absolute percentage error (MAPE) and scatter index (SI) values less than 0.11. It is recommended that a ternary binder of high-volume FA incorporating POFA and GBFS should be used in AAMs to minimize environmental problems, enhance durability performance, and reduce natural resource depletion. ? 2024 The Authors Final 2025-03-03T07:43:23Z 2025-03-03T07:43:23Z 2024 Article 10.1016/j.dibe.2024.100427 2-s2.0-85190516807 https://www.scopus.com/inward/record.uri?eid=2-s2.0-85190516807&doi=10.1016%2fj.dibe.2024.100427&partnerID=40&md5=ca0305aafc0805a0fa3ebb77f10ef7f2 https://irepository.uniten.edu.my/handle/123456789/36610 18 100427 All Open Access; Gold Open Access Elsevier Ltd Scopus
institution Universiti Tenaga Nasional
building UNITEN Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tenaga Nasional
content_source UNITEN Institutional Repository
url_provider http://dspace.uniten.edu.my/
topic Acid resistance
Binders
Blast furnaces
Compressive strength
Durability
Fly ash
Freezing
Mortar
Oil shale
Slags
Surface properties
Thawing
Alkali-activated mortars
Durability property
Energy
Freezing-thawing resistances
Fuel ash
High volume fly ash
Performance
Response-surface methodology
Wet dries
Wet-dry resistance
Palm oil
spellingShingle Acid resistance
Binders
Blast furnaces
Compressive strength
Durability
Fly ash
Freezing
Mortar
Oil shale
Slags
Surface properties
Thawing
Alkali-activated mortars
Durability property
Energy
Freezing-thawing resistances
Fuel ash
High volume fly ash
Performance
Response-surface methodology
Wet dries
Wet-dry resistance
Palm oil
Algaifi H.A.
Fahim Huseien G.
Syamsir A.
Qaid A.
Baharom S.
Mhaya A.M.
Optimizing durability and performance in high-volume fly ash-based alkali-activated mortar with palm oil fuel ash and slag: A response surface methodology approach
description While extensive research has been conducted on the production of binary or ternary binders incorporated into alkali-activated mortars (AAMs), significant efforts continue to be directed towards determining the optimal blends that not only address strength requirements but also durability criteria. The present study seeks to optimize highly durable AAMs subjected to harsh conditions that would most likely occur in the mortar during service, through both experimental and optimization modeling. A ternary binder system was developed with a high proportion of fly ash (FA) at 50%, 60%, and 70%, combined with ground granulated blast furnace slag (GBFS) and palm oil fuel ash (POFA) at varying levels from 0% to 30%. Visual inspection, compressive strength loss, and microstructure tests were used to evaluate the performance of the proposed AAMs with exposure to freezing-thawing cycles, wet-dry cycles, and an acidic environment for up to one year. Results indicated that the acid, wet-dry, and freezing-thawing resistances of the proposed mortar were satisfactory at the binder level (60% FA, 10% POFA, and 30% GBFS). Furthermore, the response surface methodology model's accuracy and robustness were attained, with mean absolute percentage error (MAPE) and scatter index (SI) values less than 0.11. It is recommended that a ternary binder of high-volume FA incorporating POFA and GBFS should be used in AAMs to minimize environmental problems, enhance durability performance, and reduce natural resource depletion. ? 2024 The Authors
author2 57203885467
author_facet 57203885467
Algaifi H.A.
Fahim Huseien G.
Syamsir A.
Qaid A.
Baharom S.
Mhaya A.M.
format Article
author Algaifi H.A.
Fahim Huseien G.
Syamsir A.
Qaid A.
Baharom S.
Mhaya A.M.
author_sort Algaifi H.A.
title Optimizing durability and performance in high-volume fly ash-based alkali-activated mortar with palm oil fuel ash and slag: A response surface methodology approach
title_short Optimizing durability and performance in high-volume fly ash-based alkali-activated mortar with palm oil fuel ash and slag: A response surface methodology approach
title_full Optimizing durability and performance in high-volume fly ash-based alkali-activated mortar with palm oil fuel ash and slag: A response surface methodology approach
title_fullStr Optimizing durability and performance in high-volume fly ash-based alkali-activated mortar with palm oil fuel ash and slag: A response surface methodology approach
title_full_unstemmed Optimizing durability and performance in high-volume fly ash-based alkali-activated mortar with palm oil fuel ash and slag: A response surface methodology approach
title_sort optimizing durability and performance in high-volume fly ash-based alkali-activated mortar with palm oil fuel ash and slag: a response surface methodology approach
publisher Elsevier Ltd
publishDate 2025
_version_ 1825816189625958400