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Formulation of Mechanical Properties of Hybrid Fiber Alkali-activated Concretes by Data Analysis

Year 2025, EARLY VIEW, 1 - 1
https://doi.org/10.2339/politeknik.1741484

Abstract

In this study, ground blast furnace slag (GBFS) and waste volcanic rock dust (RD) produced in a natural stone processing plant were used as binders. The binders were activated with Sodium Hydroxide (NaOH) and Sodium Silicate (Na2SiO3) to produce two types of concrete: alkali-activated concrete without fibers (AAC) and alkali-activated concrete with fibers (FAAC). In the production of concrete, steel and polyester fibers were used separately and hybrid at 0.25%, 0.50%, 0.75% and 1.0% by volume and a total of 117 15x15x15 cm cube specimens were produced. The mechanical properties of the specimens were evaluated by concrete surface hardness, ultrasonic pulse velocity and concrete compressive strength tests at 3, 7 and 28 days. The results obtained using non-destructive test methods were matched with concrete compressive strength values using various empirical formulas. Calculated concrete compressive strength values and actual concrete compressive strength values were compared using data analysis method. As a result, it was observed that there was a very significant correlation between the experimental compressive strength and the combined method in which 7-day surface hardness and ultrasound transmission rate were used together to calculate the compressive strength.

References

  • [1] Almashhadani M.M., Canpolat O., Aygörmez Y., Uysal M. and Erdem S., “Mechanical and microstructural characterization of fiber reinforced fly ash based geopolymer composites”, Construction and Building Materials, 167: 505-513, (2018).
  • [2] Kenneth M.M.A., MacKenzie J.D. and Keyzers R.A., “Porous aluminosilicate inorganic polymers (geopolymers): a new class of environmentally benign heterogeneous solid acid catalysts”, Applied Catalysis A: General, 524: 173-181, (2016).
  • [3] Jamieson E., McLellan B., Riessen A. and Nikraz H., “Comparison of embodied energies of Ordinary Portland Cement with Bayer-derived geopolymer products”, Journal of Cleaner Production, 99: 112-118, (2015).
  • [4] Li Z. and Li S., “Carbonation resistance of fly ash and blast furnace slag based geopolymer concrete”, Construction and Building Materials, 163: 668-680, (2018).
  • [5] Aksüt Y.S., Çullu M. and Yetgin Ş., “Optimal ratio of steel and polyester fibers on the mechanical behavior of alkali-activated concrete produced by industrial waste minerals”, Iranian Journal of Science and Technology, Transactions of Civil Engineering, (2025).
  • [6] Duxson P., Provis J.L., Lukey G.C. and van Deventer J.S.J., “The role of inorganic polymer technology in the development of green concrete”, Cement and Concrete Research, 37: 1590-1597, (2007).
  • [7] İpek M. and Aksu M., “The effect of different types of fiber on flexure strength and fracture toughness in SIFCON”, Construction and Building Materials, 214: 207-218, (2019).
  • [8] Karilhaloo B.L., “Fracture Mechanics and Structural Concrete”, Longman Group Ltd., Essex, England, (1995).
  • [9] Khale D. and Chaudhary R., “Mechanism of geopolimerization and factors influencing its development: a review”, Materials Science, 42: 729-746, (2007).
  • [10] Natali A., Manzi S. and Bignozzi M.C., “Novel fibre reinforced composite materials based on sustainable geopolymer matrix”, Procedia Engineering, 21: 1124-1131, (2011).
  • [11] Ranjbar N., et al., “Mechanisms of interfacial bond in steel and polypropylene fiber reinforced geopolymer composites”, Composites Science and Technology, 122: 73-81, (2016).
  • [12] Wang Y., Hu S. and He Z., “Mechanical and fracture properties of geopolymer concrete with basalt fiber using digital image correlation”, Theoretical and Applied Fracture Mechanics, 112: 102909, (2021).
  • [13] Wang Z., Bai E., Huang H., Liu C. and Wang T., “Dynamic mechanical properties of carbon fiber reinforced geopolymer concrete at different ages”, Ceramics International, 49: 834-846, (2023).
  • [14] Yıldız S., Bölükbaş Y. and Keleştemur O., “The effect of glass fiber reinforcement on the compressive and tensile strength of concrete”, Jornal of Polytechnic, 13(3): 239–243, (2010).
  • [15] Cui L. and Fall M., “Mechanical and thermal properties of cemented tailings materials at early ages: influence of initial temperature, curing stress and drainage conditions”, Construction and Building Materials, 125: 553-563, (2016).
  • [16] Erdoğan T.Y., “Concrete”, METU Development Foundation Publishing and Communication, Ankara, Turkey, (2003).
  • [17] Libos I.L.S. and Cui L., “Effects of curing time, cement content, and saturation state on mode-I fracture toughness of cemented paste backfill”, Engineering Fracture Mechanics, 235: 107174, (2020).
  • [18] Libos I.L.S., Cui L. and Liu X., “Effect of curing temperature on time-dependent shear behavior and properties of polypropylene fiber-reinforced cemented paste backfill”, Construction and Building Materials, 311: 125302, (2021).
  • [19] Mehta P.K., “Concrete: Structure, Properties, and Materials”, Prentice-Hall, Englewood, NJ, USA, (1986).
  • [20] Neville A.M., “Properties of Concrete”, Pearson Education Limited, England, (2006).
  • [21] Yazıcı S., Göktepe A.B., Altun S. and Karaman V., “An evaluation on TS-10465 and TS EN 12504-1 for determination of compressive strength of hardened concrete”, DEÜ Faculty of Engineering Journal of Science and Engineering, 8(1): 119-128, (2006).
  • [22] Erdal M. and Şimşek O., “Investigation of the performance of some nondestructive test methods in determination of compressive strength of vacuum treated concrete”, Journal of Gazi University Faculty of Engineering and Architecture, 21(1): 65-73, (2006).
  • [23] Yüksel I., “Determination of concrete strength by compound non-destructive concrete tests and its application in a reinforced concrete structure”, Master's Thesis, Yıldız Technical University, Institute of Science and Technology, Istanbul, (1995).
  • [24] Subaşı S., Çullu M., Bolat H., Emiroğlu M. and Erdal M., “Determination of engineering properties of fly ash substituted concretes by non-destructive test methods”, Engineering Sciences, 5(3): 494-506, (2010).
  • [25] TS 706 EN 12620, “Concrete aggregates”, Turkish Standards Institute, Ankara, (2003).
  • [26] ASTM C805, “Standard test method for rebound number of hardened concrete”, ASTM, U.S.A., (2019).
  • [27] ASTM C597-22, “Standard test method for ultrasonic pulse velocity through concrete”, ASTM, U.S.A., (2023).
  • [28] ASTM C39-21, “Standard test method for compressive strength of cylindrical concrete specimens”, ASTM, U.S.A., (2021).
  • [29] Kheder G.F., “A two stage procedure for assessment of in-situ concrete strength using combined non-destructive testing”, Materials and Structures, 32: 410-417, (1998).
  • [30] Qasrawi H.Y., “Concrete strength by combined nondestructive methods simply and reliable predicted”, Cement and Concrete Research, 30: 739-746, (2000).
  • [31] Erdal M., “Determination of concrete compressive strength by some nondestructive test methods”, Master's Thesis, Gazi University, Institute of Science and Technology, Ankara, (2002).
  • [32] Kalaycı S., “SPSS applied multivariate statistical techniques”, Asil Publication Distribution Company, 3rd Edition, Ankara, (2008).
  • [33] Tanigawa Y., Baba K. and Mori H., “Estimation of concrete strength by combined nondestructive testing method”, ACI SP, 82(1): 57-65, (1984).
  • [34] Şimşek B. and Uygunoğlu T., “Multi-response optimization of ultrasound velocity and dynamic modulus of elasticity of concrete containing polymeric wastes”, Jornal of Polytechnic, 20(4): 1009–1017, (2017).
  • [35] Durmuş G. and Can Ö., “Prediction of compressive strength of high-temperature-treated admixture concrete using fuzzy logic and regression methods”, Jornal of Polytechnic, 12(3): 195–200, (2009).

Hibrit Lifli Alkali Aktivasyonlu Betonların Mekanik Özelliklerinin Veri Analizi ile Formüle Edilmesi

Year 2025, EARLY VIEW, 1 - 1
https://doi.org/10.2339/politeknik.1741484

Abstract

Bu çalışmada, bir doğal taş işleme tesisinden atık olarak elde edilen volkanik kaya tozu (KT) ve öğütülmüş yüksek fırın cürufu (ÖYFC) bağlayıcı olarak kullanılmıştır. Bağlayıcılar Sodyum Hidroksit (NaOH) ve Sodyum Silikat (Na2SiO3) ile aktive edilerek iki tip beton üretilmiştir: alkalilerle aktive edilmiş lifsiz beton (AAB) ve alkalilerle aktive edilmiş lifli beton (LAAB). Beton üretiminde çelik ve polyester lifler hacimce %0,25, %0,50, %0,75 ve %1,0 oranlarında ayrı ayrı ve hibrit olarak kullanılmış ve toplam 117 adet 15x15x15 cm boyutlarında küp numune üretilmiştir. Numunelerin mekanik özellikleri beton yüzey sertliği, ultrasonik geçiş hızı ve 3, 7 ve 28 günlük beton basınç dayanımı testleri ile değerlendirilmiştir. Tahribatsız test yöntemleri kullanılarak elde edilen sonuçlar, çeşitli ampirik formüller kullanılarak beton basınç dayanımı değerleri ile eşleştirilmiştir. Hesaplanan beton basınç dayanımı değerleri ile gerçek beton basınç dayanımı değerleri veri analizi yöntemi kullanılarak karşılaştırılmıştır. Sonuç olarak, basınç dayanımını hesaplamak için 7 günlük yüzey sertliği ve ultrasonik geçiş hızının birlikte kullanıldığı birleşik yöntem ile deneysel basınç dayanımı arasında çok anlamlı bir korelasyon olduğu görülmüştür.

References

  • [1] Almashhadani M.M., Canpolat O., Aygörmez Y., Uysal M. and Erdem S., “Mechanical and microstructural characterization of fiber reinforced fly ash based geopolymer composites”, Construction and Building Materials, 167: 505-513, (2018).
  • [2] Kenneth M.M.A., MacKenzie J.D. and Keyzers R.A., “Porous aluminosilicate inorganic polymers (geopolymers): a new class of environmentally benign heterogeneous solid acid catalysts”, Applied Catalysis A: General, 524: 173-181, (2016).
  • [3] Jamieson E., McLellan B., Riessen A. and Nikraz H., “Comparison of embodied energies of Ordinary Portland Cement with Bayer-derived geopolymer products”, Journal of Cleaner Production, 99: 112-118, (2015).
  • [4] Li Z. and Li S., “Carbonation resistance of fly ash and blast furnace slag based geopolymer concrete”, Construction and Building Materials, 163: 668-680, (2018).
  • [5] Aksüt Y.S., Çullu M. and Yetgin Ş., “Optimal ratio of steel and polyester fibers on the mechanical behavior of alkali-activated concrete produced by industrial waste minerals”, Iranian Journal of Science and Technology, Transactions of Civil Engineering, (2025).
  • [6] Duxson P., Provis J.L., Lukey G.C. and van Deventer J.S.J., “The role of inorganic polymer technology in the development of green concrete”, Cement and Concrete Research, 37: 1590-1597, (2007).
  • [7] İpek M. and Aksu M., “The effect of different types of fiber on flexure strength and fracture toughness in SIFCON”, Construction and Building Materials, 214: 207-218, (2019).
  • [8] Karilhaloo B.L., “Fracture Mechanics and Structural Concrete”, Longman Group Ltd., Essex, England, (1995).
  • [9] Khale D. and Chaudhary R., “Mechanism of geopolimerization and factors influencing its development: a review”, Materials Science, 42: 729-746, (2007).
  • [10] Natali A., Manzi S. and Bignozzi M.C., “Novel fibre reinforced composite materials based on sustainable geopolymer matrix”, Procedia Engineering, 21: 1124-1131, (2011).
  • [11] Ranjbar N., et al., “Mechanisms of interfacial bond in steel and polypropylene fiber reinforced geopolymer composites”, Composites Science and Technology, 122: 73-81, (2016).
  • [12] Wang Y., Hu S. and He Z., “Mechanical and fracture properties of geopolymer concrete with basalt fiber using digital image correlation”, Theoretical and Applied Fracture Mechanics, 112: 102909, (2021).
  • [13] Wang Z., Bai E., Huang H., Liu C. and Wang T., “Dynamic mechanical properties of carbon fiber reinforced geopolymer concrete at different ages”, Ceramics International, 49: 834-846, (2023).
  • [14] Yıldız S., Bölükbaş Y. and Keleştemur O., “The effect of glass fiber reinforcement on the compressive and tensile strength of concrete”, Jornal of Polytechnic, 13(3): 239–243, (2010).
  • [15] Cui L. and Fall M., “Mechanical and thermal properties of cemented tailings materials at early ages: influence of initial temperature, curing stress and drainage conditions”, Construction and Building Materials, 125: 553-563, (2016).
  • [16] Erdoğan T.Y., “Concrete”, METU Development Foundation Publishing and Communication, Ankara, Turkey, (2003).
  • [17] Libos I.L.S. and Cui L., “Effects of curing time, cement content, and saturation state on mode-I fracture toughness of cemented paste backfill”, Engineering Fracture Mechanics, 235: 107174, (2020).
  • [18] Libos I.L.S., Cui L. and Liu X., “Effect of curing temperature on time-dependent shear behavior and properties of polypropylene fiber-reinforced cemented paste backfill”, Construction and Building Materials, 311: 125302, (2021).
  • [19] Mehta P.K., “Concrete: Structure, Properties, and Materials”, Prentice-Hall, Englewood, NJ, USA, (1986).
  • [20] Neville A.M., “Properties of Concrete”, Pearson Education Limited, England, (2006).
  • [21] Yazıcı S., Göktepe A.B., Altun S. and Karaman V., “An evaluation on TS-10465 and TS EN 12504-1 for determination of compressive strength of hardened concrete”, DEÜ Faculty of Engineering Journal of Science and Engineering, 8(1): 119-128, (2006).
  • [22] Erdal M. and Şimşek O., “Investigation of the performance of some nondestructive test methods in determination of compressive strength of vacuum treated concrete”, Journal of Gazi University Faculty of Engineering and Architecture, 21(1): 65-73, (2006).
  • [23] Yüksel I., “Determination of concrete strength by compound non-destructive concrete tests and its application in a reinforced concrete structure”, Master's Thesis, Yıldız Technical University, Institute of Science and Technology, Istanbul, (1995).
  • [24] Subaşı S., Çullu M., Bolat H., Emiroğlu M. and Erdal M., “Determination of engineering properties of fly ash substituted concretes by non-destructive test methods”, Engineering Sciences, 5(3): 494-506, (2010).
  • [25] TS 706 EN 12620, “Concrete aggregates”, Turkish Standards Institute, Ankara, (2003).
  • [26] ASTM C805, “Standard test method for rebound number of hardened concrete”, ASTM, U.S.A., (2019).
  • [27] ASTM C597-22, “Standard test method for ultrasonic pulse velocity through concrete”, ASTM, U.S.A., (2023).
  • [28] ASTM C39-21, “Standard test method for compressive strength of cylindrical concrete specimens”, ASTM, U.S.A., (2021).
  • [29] Kheder G.F., “A two stage procedure for assessment of in-situ concrete strength using combined non-destructive testing”, Materials and Structures, 32: 410-417, (1998).
  • [30] Qasrawi H.Y., “Concrete strength by combined nondestructive methods simply and reliable predicted”, Cement and Concrete Research, 30: 739-746, (2000).
  • [31] Erdal M., “Determination of concrete compressive strength by some nondestructive test methods”, Master's Thesis, Gazi University, Institute of Science and Technology, Ankara, (2002).
  • [32] Kalaycı S., “SPSS applied multivariate statistical techniques”, Asil Publication Distribution Company, 3rd Edition, Ankara, (2008).
  • [33] Tanigawa Y., Baba K. and Mori H., “Estimation of concrete strength by combined nondestructive testing method”, ACI SP, 82(1): 57-65, (1984).
  • [34] Şimşek B. and Uygunoğlu T., “Multi-response optimization of ultrasound velocity and dynamic modulus of elasticity of concrete containing polymeric wastes”, Jornal of Polytechnic, 20(4): 1009–1017, (2017).
  • [35] Durmuş G. and Can Ö., “Prediction of compressive strength of high-temperature-treated admixture concrete using fuzzy logic and regression methods”, Jornal of Polytechnic, 12(3): 195–200, (2009).
There are 35 citations in total.

Details

Primary Language English
Subjects Construction Materials
Journal Section Research Article
Authors

Yavuz Selim Aksüt 0000-0002-4568-3605

Şükrü Yetgin 0000-0002-3641-4091

Early Pub Date September 12, 2025
Publication Date October 10, 2025
Submission Date July 14, 2025
Acceptance Date August 25, 2025
Published in Issue Year 2025 EARLY VIEW

Cite

APA Aksüt, Y. S., & Yetgin, Ş. (2025). Formulation of Mechanical Properties of Hybrid Fiber Alkali-activated Concretes by Data Analysis. Politeknik Dergisi1-1. https://doi.org/10.2339/politeknik.1741484
AMA Aksüt YS, Yetgin Ş. Formulation of Mechanical Properties of Hybrid Fiber Alkali-activated Concretes by Data Analysis. Politeknik Dergisi. Published online September 1, 2025:1-1. doi:10.2339/politeknik.1741484
Chicago Aksüt, Yavuz Selim, and Şükrü Yetgin. “Formulation of Mechanical Properties of Hybrid Fiber Alkali-Activated Concretes by Data Analysis”. Politeknik Dergisi, September (September 2025), 1-1. https://doi.org/10.2339/politeknik.1741484.
EndNote Aksüt YS, Yetgin Ş (September 1, 2025) Formulation of Mechanical Properties of Hybrid Fiber Alkali-activated Concretes by Data Analysis. Politeknik Dergisi 1–1.
IEEE Y. S. Aksüt and Ş. Yetgin, “Formulation of Mechanical Properties of Hybrid Fiber Alkali-activated Concretes by Data Analysis”, Politeknik Dergisi, pp. 1–1, September2025, doi: 10.2339/politeknik.1741484.
ISNAD Aksüt, Yavuz Selim - Yetgin, Şükrü. “Formulation of Mechanical Properties of Hybrid Fiber Alkali-Activated Concretes by Data Analysis”. Politeknik Dergisi. September2025. 1-1. https://doi.org/10.2339/politeknik.1741484.
JAMA Aksüt YS, Yetgin Ş. Formulation of Mechanical Properties of Hybrid Fiber Alkali-activated Concretes by Data Analysis. Politeknik Dergisi. 2025;:1–1.
MLA Aksüt, Yavuz Selim and Şükrü Yetgin. “Formulation of Mechanical Properties of Hybrid Fiber Alkali-Activated Concretes by Data Analysis”. Politeknik Dergisi, 2025, pp. 1-1, doi:10.2339/politeknik.1741484.
Vancouver Aksüt YS, Yetgin Ş. Formulation of Mechanical Properties of Hybrid Fiber Alkali-activated Concretes by Data Analysis. Politeknik Dergisi. 2025:1-.