Technical Papers
Jun 1, 2015

Statistical Modeling of Carbonation in Concrete Incorporating Recycled Aggregates

Publication: Journal of Materials in Civil Engineering
Volume 28, Issue 1

Abstract

Durability and recycling are two major concerns in the construction industry. Concrete carbonation may impair reinforced concrete durability as it favors the onset of reinforcement corrosion. The use of recycled aggregates, as a replacement for natural aggregates, in construction applications is a feasible way of recycling given materials from construction and demolition waste. The aim of this study is to quantify the contribution of potential conditioning factors to the carbonation rate of concrete incorporating recycled aggregates. For this purpose, a multiple linear regression technique was used, considering the mix design characteristics, environmental conditions, and recycled aggregates’ properties as explanatory variables, capable of predicting the coefficient of carbonation. The investigation was founded on ample experimental data, collated from several studies. This study proposes a general model, in which the carbonation in concrete depends on the 28-day compressive strength, clinker content, environment’s CO2 content, and aggregates’ equivalent water absorption. The models are statistically significant, with determination coefficients suggesting high correlation between the coefficients of accelerated carbonation of concrete in the experimental data and values predicted by the proposed models.

Get full access to this article

View all available purchase options and get full access to this article.

Acknowledgments

The authors gratefully acknowledge the support received from the ICIST Research Institute, IST, Technical University of Lisbon and of the FCT (Foundation for Science and Technology).

References

Agha, S. R., and Alnahhal, M. J. (2012). “Neural network and multiple linear regression to predict school children dimensions for ergonomic school furniture design.” Appl. Ergon., 43(6), 979–984.
Amorim, P., de Brito, J., and Evangelista, L. (2012). “Concrete made with coarse concrete aggregate: Influence of curing on durability.” ACI Mater. J., 109(2), 195–204.
BCSJ (Building Contractors Society of Japan). (1977). “Proposed standard for the use of recycled aggregate and recycled aggregate concrete (in Japanese).” Committee on Disposal and Reuse of Construction Waste, Tokyo, Japan.
Bravo, M., de Brito, J., Pontes, J., and Evangelista, L. (2015). “Durability performance of concrete made with aggregates from construction and demolition waste recycling plants.” Constr. Build. Mater., 77, 357–369.
BRE (Building Research Establishment). (1998). “Recycled aggregates.”, Watford, U.K.
BSI (British Standards Institution). (2006). “Concrete—Complementary British Standard to BS EN 206-1—Part 2: Specification for constituent materials and concrete.” BS-8500, London, U.K.
Cartuxo, F., de Brito, J., Evangelista, L., Jimenéz, J., and Ledesma, E. (2014). “Durability of concrete made with fine recycled concrete aggregates—Influence of superplasticizers.” Cem. Concr. Compos., in press.
DAfStb. (1998). “Guideline—Concrete with recycled aggregates.” Deutscher Ausschuss Für Stahlbeton (German Committee for Reinforced Concrete), Berlin, Germany.
de Brito, J., and Robles, R. (2010). “Recycled aggregate concrete (RAC) methodology for estimating its long-term properties.” Indian J. Eng. Mater. Sci., 17(6), 449–462.
DIN (Deutsches Institut für Normungswesen). (2002). “Aggregates for mortar and concrete, Part 100: Recycled aggregates.” DIN-4226, Berlin.
EHE (Instrucción Española del Hormigón Estructural). (2010). “Code on structural concrete.” EHE-08, Centro de Publicaciones, Secretaría General Técnica, Ministerio de Fomento, Madrid, Spain.
Eurostat. (2014). “Waste statistics in Europe.” 〈epp.eurostat.ec.europa.eu〉 (Jun. 10, 2014).
Evangelista, L., and de Brito, J. (2010). “Durability performance of concrete made with fine recycled concrete aggregates.” Cem. Concr. Compos., 32(1), 9–14.
Gomes, M., and de Brito, J. (2009). “Structural concrete with incorporation of coarse recycled concrete and ceramic aggregates: Durability performance.” Mater. Struct., 42(5), 663–675.
Hansen, T. C. (1992). Recycling of demolished concrete and masonry, E & FN Spon, London.
JIS (Japan Standards Association). (2011). “Recycled aggregate for concrete-class H (in Japanese).” JIS-5021, Tokyo, Japan.
JIS (Japan Standards Association). (2012a). “Recycled aggregate for concrete-class H (in Japanese).” JIS-5022, Tokyo, Japan.
JIS (Japan Standards Association). (2012b). “Recycled aggregate for concrete-class L (in Japanese).” JIS-5023, Tokyo, Japan.
Katz, A. (2003). “Properties of concrete made with recycled aggregate from partially hydrated old concrete.” Cem. Concr. Res., 33(5), 703–711.
Kou, S. C., and Poon, C. S. (2012). “Enhancing the durability properties of concrete prepared with coarse recycled aggregate.” Constr. Build. Mater., 35, 69–76.
LNEC (Laboratório Nacional de Engenharia Civil). (2006). “Guide for the use of coarse recycled aggregates in concrete (in Portuguese).” LNEC-E471, National Laboratory of Civil Engineering, Lisbon, Portugal.
Mason, C. H., and Perreault, W. D., Jr. (1991). “Collinearity, power, and interpretation of multiple regression analysis.” J. Mark. Res., 28(3), 268–280.
NBR. (2005). “Recycled aggregate of solid residue of building constructions—Requirements and methodologies (in Portuguese).” NBR-15.116, Brazilian Association for Technical Norms (Associação Brasileira de Normas Técnicas—ABNT), Rio de Janeiro, Brazil.
Neville, A. M., and Brooks, J. J. (2010). Concrete technology, Pearson, Harlow, U.K.
OT (Objectif Technique). (2006). “Use of secondary mineral construction materials in the construction of shelters (in French).” OT-70085, Objectif Technique, Instruction Technique, Schweizerische Eidgenossenschaft, Berne, Switzerland.
Pedro, D., de Brito, J., and Evangelista, L. (2014). “Performance of concrete made with aggregates recycled from precasting industry waste: Influence of the crushing process.” Mater. Struct., in press.
PTV (Prescriptions Techniques). (2003). “Recycled aggregates from construction and demolition wastes (in French).” PTV-406, Brussels, Belgium.
Razaqpur, A. G., Fathifazl, G., Isgor, B., Abbas, A., Fournier, B., and Foo, S. (2010). “How to produce high quality concrete mixes with recycled concrete aggregate.” 2nd Int. Conf. on Waste Engineering Management, ICWEM 2010, J. Z. Xiao, Y. Zhang, M. S. Cheung, and R. P. K. Chu, eds., RILEM Publications SARL, Bagneux, Paris, 11–35.
RILEM. (1994). “Specifications for concrete with recycled aggregates.” Mater. Struct., 27(173), 557–559.
Ryu, J. S. (2002). “An experimental study on the effect of recycled aggregate on concrete properties.” Mag. Concr. Res., 54(1), 7–12.
Silva, A., Neves, R., and de Brito, J. (2014a). “Statistical modelling of carbonation in reinforced concrete.” Cem. Concr. Compos., 50, 73–81.
Silva, R. V., de Brito, J., and Dhir, R. K. (2014b). “Properties and composition of recycled aggregates from construction and demolition waste suitable for concrete production.” Constr. Build. Mater., 65, 201–217.
Silva, R. V., de Brito, J., Neves, R., and Dhir, R. K. (2015). “Prediction of the carbonation behaviour of recycled aggregate concrete.” Cem. Concr. Compos., in press.
Tam, V. W. Y., Wang, K., and Tam, C. M. (2008). “Assessing relationships among properties of demolished concrete, recycled aggregate and recycled aggregate concrete using regression analysis.” J. Hazard. Mater., 152(2), 703–714.
TFSCCS (Task Force of the Standing Committee of Concrete of Spain). (2004). “Draft of Spanish regulations for the use of recycled aggregate in the production of structural concrete.” Int. RILEM Conf. on the Use of Recycled Materials in Building and Structures, E. Vázquez, C. Hendriks, and G. M. T. Janssen, eds., RILEM Publications SARL, Barcelona, Spain, 511–525.
Vieira, T. (2013). “Concrete incorporating fine recycled ceramic aggregates: Durability-related performance.” Master’s thesis, Instituto Superior Técnico, Univ. of Lisbon, Portugal.
WBTC (Works Bureau Technical Circular). (2002). “Specifications facilitating the use of recycled aggregates.” WBTC-No.12, HongKong.
Xiao, J., Lei, B., and Zhang, C. (2012). “On carbonation behavior of recycled aggregate concrete.” Sci. China Technol. Sci., 55(9), 2609–2616.

Information & Authors

Information

Published In

Go to Journal of Materials in Civil Engineering
Journal of Materials in Civil Engineering
Volume 28Issue 1January 2016

History

Received: Dec 12, 2014
Accepted: Apr 22, 2015
Published online: Jun 1, 2015
Discussion open until: Nov 1, 2015
Published in print: Jan 1, 2016

Permissions

Request permissions for this article.

Authors

Affiliations

R. V. Silva, M.Sc. [email protected]
Ph.D. Student, IST—Universidade de Lisboa, Avenue Rovisco Pais, 1049-001 Lisbon, Portugal. E-mail: [email protected]
A. Silva, M.Sc. [email protected]
Ph.D. Student, IST—Universidade de Lisboa, Avenue Rovisco Pais, 1049-001 Lisbon, Portugal. E-mail: [email protected]
R. Neves, Ph.D. [email protected]
ESTBarreiro, Polytechnic Institute of Setúbal, R. Américo da Silva Marinho, 2839-001 Lisbon, Portugal. E-mail: [email protected]
J. de Brito [email protected]
Full Professor, Dept. of Civil Engineering, Architecture and Georresources, IST—Universidade de Lisboa, Avenue Rovisco Pais, 1049-001 Lisbon, Portugal (corresponding author). E-mail: [email protected]

Metrics & Citations

Metrics

Citations

Download citation

If you have the appropriate software installed, you can download article citation data to the citation manager of your choice. Simply select your manager software from the list below and click Download.

Cited by

View Options

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Get Access

Access content

Please select your options to get access

Log in/Register Log in via your institution (Shibboleth)
ASCE Members: Please log in to see member pricing

Purchase

Save for later Information on ASCE Library Cards
ASCE Library Cards let you download journal articles, proceedings papers, and available book chapters across the entire ASCE Library platform. ASCE Library Cards remain active for 24 months or until all downloads are used. Note: This content will be debited as one download at time of checkout.

Terms of Use: ASCE Library Cards are for individual, personal use only. Reselling, republishing, or forwarding the materials to libraries or reading rooms is prohibited.
ASCE Library Card (5 downloads)
$105.00
Add to cart
ASCE Library Card (20 downloads)
$280.00
Add to cart
Buy Single Article
$35.00
Add to cart

Media

Figures

Other

Tables

Share

Share

Copy the content Link

Share with email

Email a colleague

Share