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Suriyan Panpipat
Sittisak Ansanan
Raungrut Cheerarot


The objective of this research was to study the compressive strength and to predict the compressive strength of roller compacted concrete (RCC) with ground bagasse ash. Bagasse ash from the sugar factory was ground until the particles retaining on sieve No. 325 less than 15% by weight. Portland cement was replaced by ground bagasse ash at the rates of 10%, 20%, and 30% by weight of binder to cast the samples of roller compacted concrete containing 10, 12, and 14 percent of the binder content in the mixture and tested the compressive strength at 3, 7, 28, and 60 days. The results were then used to develop a nonlinear multiple regression model to predict the compressive strength of ground bagasse ash roller compacted concrete. It showed that the replacement of cement with increased ground bagasse ash reduced the compressive strength of roller compacted concrete. At the 10% replacement, the compressive strength of the concrete was the closest value to the control concrete. As for the 20% replacement at 28 days, the compressive strength was higher than 75% of the control concrete. It has been shown that ground bagasse ash can be used as a pozzolanic material in roller compacted concrete applications. For predicting the compressive strength of concrete, it was found that the nonlinear multiple regression model was effectively predicted the compressive strength of ground bagasse ash roller compacted concrete with the R2, MAPE and RMSE statistical values of the training and testing datasets of 0.95994, 8.963, 19.646 and 0.98243, 6.253, 14.596, respectively.


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Dechasakulsom, M. et al. Designing and behavioral observation of Roller Compacted Concrete Pavement. Bureau of road research and development, 2006, Report NO. RD 230

Rahman, S.S. and Khattak, M.J. Roller compacted geopolymer concrete using recycled concrete aggregate. Construction and Building Materials, 2021, 283, pp. 122624.

Mohamed, I. et al. Investigating the possibility of constructing low cost roller compacted concrete dam. Alexandria Engineering Journal, 2014, 53 (1), pp. 131-142.

Debieb, F. et al. Roller compacted concrete with contaminated recycled aggregates. Construction and Building Materials, 2009, 23

(11), pp. 3382-3387.

Ganesan, K. et al. Evaluation of bagasse ash as supplementary cementitious material. Cement and concrete composites, 2007, 29

(6), pp. 515-524

Chusilp, N. et al. Utilization of bagasse ash as a pozzolanic material in concrete. Cement and concrete composites, 2009, 23 (11), pp. 3352-3358.

Somna, R. et al. Effect of ground bagasse ash on mechanical and durability properties of recycled aggregate concrete. Materials & Design (1980-2015), 2012, 36, pp. 597-603.

Modani, P.O. and Vyawahare, M. Utilization of bagasse ash as a partial replacement of fine aggregate in concrete. Procedia Engineering, 2013, 51, pp. 25-29.

Choi, Y.K. and Groom, J.L. RCC mix design-soils approach. American Society of Civil Engineers Journal of Materials in Civil Engineering, 2001, 13 (1), pp. 71-76.

Harrington, D. et al. Guide for Roller-Compacted Concrete Pavements. InTrans Project Reports, 2010, 102. Available from: [Accessed 1 August 2010].

Annual Book of ASTM Standards. ASTM D 1557-12: 2012. Standard Test Methods for Laboratory Compaction Characteristics of Soil Using Modified Effort (56,000 ft-lbf/ft3 (2,700 kN-m/m3)). Pennsylvania: ASTM, 2012

Chindaprasirt, P. and Jaturapitakkul, C. Cement. Pozzolan and Concrete, 3rd ed. Bangkok: SCG cement, 2012.

Lam, L., Wong, Y.L. and Poon, C.S. Degree of hydration and gel/space ratio of high-volume fly ash/cement systems. Cement and Concrete Research, 2000, 30 (5), pp. 747-756.

Somna, R. et al. Effect of ground fly ash and ground bagasse ash on the durability of recycled aggregate concrete. Cement and Concrete Composites, 2012, 37 (7), pp. 848-854.

Thongon, S. and Cheerarot, R. Effect of High Temperatures on Fire Resistance of Concrete Containing Ground Bagasse Ash. Rajabhat Rambhai Barni Research Journal, 2019, 13 (1), pp. 32-42.

Ramjan, S. et al. Influence of bagasse ash with different fineness on alkali-silica reactivity of mortar. Materiales De ConstruCCión, 2018, 68 (332). Available from: [Accessed 30 December 2018].

Payá, J. et al. Mechanical treatment of fly ashes: Part IV. Strength development of ground fly ash-cement mortars cured at different temperatures. Cement and Concrete Research, 2000, 30 (4), pp. 543-551.

Chindaprasirt, P. et al. Effect of fly ash fineness on compressive strength and pore size of blended cement paste. Cement and Concrete Composites, 2005, 27 (4), pp. 425-428.