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May 13, 2026Materials0 citationsOpen Access

ANOVA–RSM Analysis for Predicting and Optimizing the Mechanical Response of Concrete Incorporating Waste Brick Aggregates After Elevated Temperatures

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YÖYasin Onuralp ÖzkılıçAÇAli İhsan Çeli̇kMKMemduh Karalar

Key Points

  • The aim is to evaluate how waste brick aggregates affect the mechanical properties of concrete when exposed to high temperatures.
  • Substituted waste brick aggregates in fine aggregate from 0% to 50% by mass.
  • Subjects were tested at ambient and elevated temperatures up to 800 °C.
  • Mechanical properties measured included compressive strength, flexural strength, and splitting tensile strength using two-way ANOVA.
  • At 24 °C, increasing waste brick aggregates to 50% improved compressive strength by 37.26%, flexural strength by 40.63%, and splitting tensile strength by 32.86%.
  • Strength decreased with higher temperatures, particularly splitting tensile strength beyond 400 °C.
  • Response surface methodology models showed high prediction accuracy (R2 > 0.97) and indicated waste brick aggregates reduced strength loss from elevated temperatures.

Abstract

Throughout their service life, concrete buildings are subjected to a number of significant degradation processes, one of which is exposure to high temperatures. This degradation degrades the mechanical and physical properties of concrete, resulting in a reduction in its strength. Consequently, it is essential to enhance the qualities of concrete at elevated temperatures. Therefore, this study examines the synergistic effects of WBA content and temperature on the mechanical properties of concrete, emphasizing sustainability and high-temperature durability. WBA substituted fine aggregate at 0–50% by mass, and specimens were subjected to ambient and elevated temperatures up to 800 °C prior to testing for compressive strength (CS), flexural strength (FS), and splitting tensile strength (STS). Two-way ANOVA established that both WBA and temperature had statistically significant effects (p 0.97) and indicated that WBA mitigates strength loss due to elevated temperatures.

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Cite This Study

Özkılıç et al. (2026) studied this question.

synapsesocial.com/papers/6a0414f679e20c90b4444d72https://doi.org/10.3390/ma19101977
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