Response surface evaluation of wheat straw-reinforced fly ash-GGBS geopolymer bricks for mechanical and thermal performance

The use of agricultural residues in alkali-activated composites offers a practical route for waste valorisation, although its environmental benefit requires a complete system-level assessment. This study evaluates treated wheat straw in fly ash-GGBS geopolymer bricks using a 27-run Box–Behnken design. Wheat straw content (0.50–2.00%), fibre length (10–30 mm), NaOH concentration (8–12 M), and GGBS replacement (20–40%) were examined against eight mechanical, physical, thermal, and ultrasonic responses. Measured compressive, flexural, and splitting tensile strengths ranged from 30.2 to 43.3 MPa, 4.74–6.16 MPa, and 2.57–3.31 MPa, respectively. DOE1 (1.25% wheat straw, 20 mm fibre length, 12 M NaOH, and 40% GGBS) produced the highest measured 28-day compressive strength and is identified throughout as the best-performing experimental condition. An equal-weight desirability analysis predicted a compromise at 1.21% wheat straw, 18.4 mm fibre length, 12 M NaOH, and 40% GGBS, with a composite desirability of 0.816. Because this predicted combination was not independently tested, it is presented as a model-derived result within the investigated factor space. All eight quadratic models were significant (p < 0.001); the thermal-conductivity model is used as a screening model because its lack-of-fit was significant. SEM, XRD, FTIR, and TGA/DTA provide qualitative, mutually consistent evidence of differences in matrix morphology, phase features, bonding environments, and mass-loss behaviour, without constituting direct quantitative confirmation of reaction extent or interface chemistry.

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Publication Details

Journal
Philosophical Magazine Letters
Published
2026-10-17
DOI
https://doi.org/10.1080/09500839.2026.2749968
Primary Topic
Concrete and Cement Materials Research
Type
article
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article

Response surface evaluation of wheat straw-reinforced fly ash-GGBS geopolymer bricks for mechanical and thermal performance

Omar K. Alghazawi, J. Vanjinathan, Shahbaz Juneja, Md. Zia Ul Haq et al.
Philosophical Magazine Letters
Concrete and Cement Materials Research
article

Response surface evaluation of wheat straw-reinforced fly ash-GGBS geopolymer bricks for mechanical and thermal performance

Omar K. Alghazawi, J. Vanjinathan, Shahbaz Juneja, Md. Zia Ul Haq, Pratikkumar S. Shata, H. Srikantha, Sandeep Singh
article en

Abstract

The use of agricultural residues in alkali-activated composites offers a practical route for waste valorisation, although its environmental benefit requires a complete system-level assessment. This study evaluates treated wheat straw in fly ash-GGBS geopolymer bricks using a 27-run Box–Behnken design. Wheat straw content (0.50–2.00%), fibre length (10–30 mm), NaOH concentration (8–12 M), and GGBS replacement (20–40%) were examined against eight mechanical, physical, thermal, and ultrasonic responses. Measured compressive, flexural, and splitting tensile strengths ranged from 30.2 to 43.3 MPa, 4.74–6.16 MPa, and 2.57–3.31 MPa, respectively. DOE1 (1.25% wheat straw, 20 mm fibre length, 12 M NaOH, and 40% GGBS) produced the highest measured 28-day compressive strength and is identified throughout as the best-performing experimental condition. An equal-weight desirability analysis predicted a compromise at 1.21% wheat straw, 18.4 mm fibre length, 12 M NaOH, and 40% GGBS, with a composite desirability of 0.816. Because this predicted combination was not independently tested, it is presented as a model-derived result within the investigated factor space. All eight quadratic models were significant (p < 0.001); the thermal-conductivity model is used as a screening model because its lack-of-fit was significant. SEM, XRD, FTIR, and TGA/DTA provide qualitative, mutually consistent evidence of differences in matrix morphology, phase features, bonding environments, and mass-loss behaviour, without constituting direct quantitative confirmation of reaction extent or interface chemistry.

Philosophical Magazine LettersVol. 106(1)
Chandigarh University (IN), Al-Ahliyya Amman University (JO), Jain University (IN), United Arab Emirates University (AE), Sathyabama Institute of Science and Technology (IN), Sohar University (OM), Punjab Engineering College (IN)
Responsible consumption and production
Openalex Percentile: Top 18%
Concrete and Cement Materials Research
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