Optimization of Expanded Polystyrene Lightweight Aggregate in Pre-Cast Concrete Blocks by a Completely Random Experimental Design (CRED) with Mixture and Process Variables — Oak Academic Publishing
Research ArticleOpen AccessGoogle Scholar indexed
Optimization of Expanded Polystyrene Lightweight Aggregate in Pre-Cast Concrete Blocks by a Completely Random Experimental Design (CRED) with Mixture and Process Variables
Nutec, Federal University of Amazonas (UFAM), Manaus (AM), Brazil
,
Nutec, Federal University of Amazonas (UFAM), Manaus (AM), Brazil
,
Nutec, Federal University of Amazonas (UFAM), Manaus (AM), Brazil
,
Center Foundation of Analyses, Research and Technological—FUCAPI, Manaus (AM), Brazil
1 Nutec, Federal University of Amazonas (UFAM), Manaus (AM), Brazil
2 Nutec, Federal University of Amazonas (UFAM), Manaus (AM), Brazil
3 Nutec, Federal University of Amazonas (UFAM), Manaus (AM), Brazil
4 Center Foundation of Analyses, Research and Technological—FUCAPI, Manaus (AM), Brazil
The aim of this study was to determine the optimum design mix to produce pre-cast concrete blocks by a completely random experimental design (CRED) with mixture and process variables. The polymerized concrete was studied its composition: Cement, and water defined as the mixture compounds. To choose the best model, all the possible models were assessed through the ANOVA, which tested each possible model. The linear-linear model was preferred, since that do not present evidence of lack of fit, and it is capable of relating how to react the process variables, when are changed the variable mixture condition levels. The optimum experimental condition, obtained for the polymerized concrete, was: The size of the polystyrene beads was 4.8 mm sized polystyrene beads, 5.0% polystyrene that replaced the aggregate, 18.3% cement, 73.4% aggregate and 8.3% water. In this condition, the blocks made with polymerized concrete show a compressive strength above 15 Mpa, allowing its utilization in paving.
Demirel, B. (2013) Optimization of the Composite Brick Composed of Expanded Polystyrene and Pumice Blocks. Construction and Building Materials, 40, 306-313. http://dx.doi.org/10.1016/j.conbuildmat.2012.11.008
Poon, C.S. and Lam, C.S. (2008) The Effect of Aggregate-to-Cement Ratio and Types of Aggregates on the Properties of Pre-Cast Concrete Blocks. Cement & Concrete Composites, 30, 283-289. http://dx.doi.org/10.1016/j.cemconcomp.2007.10.005
Poon, C.S., Kou, S.C. and Lam, L. (2002) Use of Recycled Aggregates in Molded Concrete Bricks and Blocks. Construction and Building Materials, 16, 281-289. http://dx.doi.org/10.1016/S0950-0618(02)00019-3
Raut, S.P., Ralegaonkar, R.V. and Mandavgane, S.A. (2011) Development of Sustainable Construction Material Using Industrial and Agricultural Solid Waste: A Review of Waste-Create Bricks. Construction and Building Materials, 10, 4037-4042. http://dx.doi.org/10.1016/j.conbuildmat.2011.04.038
Kinuthia, J.M. and Nidzam, R.M. (2011) Towards Zero Industrial Waste: Utilisation of Brick Dust Waste in Sustainable Construction. Waste Management, 31, 1867-1878. http://dx.doi.org/10.1016/j.wasman.2011.03.020
Kushwaha, M., Akhtar, S. and Rajput, S. (2013) Development of the Self Compacting Concrete by Industrial Waste (Red Mud). Development, 3, 539-542.
Hassan, I.O., Ismail, M., Noruzman, A.H., Yusuf, T.O., Mehmannavaz, T. and Usman, J. (2013) Characterization of Some Key Industrial Waste Products for Sustainable Concrete Production. Advanced Materials Research, 690, 1091-1094. http://dx.doi.org/10.4028/www.scientific.net/AMR.690-693.1091
Ribas, L.F., Cordeiro, G.C., Vieira, A.K. and Vieira, R.K. (2012) A Methodology for Collection of Residential Construction Residue in Manaus. Journal of Environmental Science and Engineering, 1, 1149-1163
Vieira, R.K., Soares, R.C., Pinheiro, S.C., Paiva, O.A., Eleutério, J.O. and Vasconcelos, R.P. (2010) Completely Random Experimental Design with Mixture and Process Variables for Optimization of Rubberized Concrete. Construction and Building Materials, 24, 1754-1760. http://dx.doi.org/10.1016/j.conbuildmat.2010.02.013
Antony, J. (2014) Design of Experiments for Engineers and Scientists. 2nd Edition, Elsevier, London.
Hosseini, S.A., Niaei, A., Salari, D., Vieira, R.K., Sadigov, S. and Nabavi, S.R. (2013) Optimization and Statistical Modeling of Catalytic Oxidation of 2-Propanol over CuMnmC2?mO4 Nanospinels by Unreplicated Split Design Methodology. Journal of Industrial and Engineering Chemistry, 19, 166-171. http://dx.doi.org/10.1016/j.jiec.2012.07.020
Piepel, G., Pasquini, B., Cooley, S., Heredia-Langner, A., Orlandini, S. and Furlanetto, S. (2012) Mixture-Process Variable Approach to Optimize a Microemulsion Electrokinetic Chromatography Method for the Quality Control of a Nutraceutical Based on Coenzyme Q10. Talanta, 97, 73-82. http://dx.doi.org/10.1016/j.talanta.2012.03.064
Kowalski, S.M., Cornell, J.A. and Vining, G.G. (2002) Split-Plot Designs and Estimation Methods for Mixture Experiments with Process Variables. Technometrics, 44, 72-79. http://dx.doi.org/10.1198/004017002753398344
Bortoloti, J.A., Bruns, R.E., de Andrade, J.C. and Vieira, R.K. (2004) Split-Plot Design Optimization for Trace Determination of Lead by Anodic Stripping Voltammetry in a Homogeneous Ternary Solvent System. Chemometrics and intelligent laboratory systems, 70, 113-121. http://dx.doi.org/10.1016/j.chemolab.2003.09.004
Coetzer, R.L. and Haines, L.M. (2013) Optimal Designs for Multiple-Mixture by Process Variable Experiments. In: Ucinski, D., Atkinson, A.C. and Patan, M., Eds., mODa 10—Advances in Model-Oriented Design and Analysis, Springer International Publishing, Cham, 45-53. http://dx.doi.org/10.1007/978-3-319-00218-7_6
Hosseini, S.A., Niaei, A., Salari, D. and Nabavi, S.R. (2014) Modeling and Optimization of Combustion Process of 2-Propanol over Perovskite-Type LaMnyCo1-yO3 Nanocatalysts by an Unreplicated Experimental Design with Mixture-Process Variables and Genetic Algorithm Methodology. Journal of the Taiwan Institute of Chemical Engineers, 45, 85-91. http://dx.doi.org/10.1016/j.jtice.2013.04.010
Alexandrino, G.L. and Poppi, R.J. (2014) Study of the Homogeneity of Drug Loaded in Polymeric Films Using Near-Infrared Chemical Imaging and Split-Plot Design. Journal of Pharmaceutical Sciences, 103, 2356-2365. http://dx.doi.org/10.1002/jps.24051
Hinkelmann, K. and Kempthorne, O. (2012) Design and Analysis of Experiments, Special Designs and Applications. Vol. 3, John Wiley & Sons, Hoboken. http://dx.doi.org/10.1002/9781118147634
Shrivastava, A.K. (2013) Efficient Construction of Split-Plot Design Catalogs Using Graphs. IIE Transactions, 45, 1137-1152. http://dx.doi.org/10.1080/0740817X.2012.723840
Fang, L. and Loughin, T.M. (2013) Analyzing Binomial Data in a Split-Plot Design: Classical Approach or Modern Techniques? Communications in Statistics-Simulation and Computation, 42, 727-740 http://dx.doi.org/10.1080/03610918.2011.650264
Kristensen, K. (2012) Incomplete Split-Plot Designs Based on α-Designs: A Compromise between Traditional Split-Plot Designs and Randomised Complete Block Design. Euphytica, 183, 401-413. http://dx.doi.org/10.1007/s10681-010-0318-5
Ambro?y, K. and Mejza, I. (2011) Statistical Properties of Some Supplemented Split-Split-Plot Design. Colloquium Biometricum, 41, 65-174.
Montgomery, D.C. (2008) Design and Analysis of Experiments. 8th Edition, John Wiley & Sons, Hoboken.
Benício B.N., Scarminio I.S. and Bruns R.E. (1995) Planejamento e Otimiza??o de experimentos. 2nd Edition, Editora da Unicamp, Campinas.
Abrams, D.A. (1919) Design of Concrete Mixtures. Vol. 1, Structural Materials Research Laboratory, Lewis Institute, Chicago.
Pirola, F.C. (2011) Contribui??o para o estudo de concreto seco utilizadona fabrica??o de pe?as de concreto para pavimenta??o de 50 MPa. MSc Thesis, Universidade Federal de Santa Catarina, Florianópolis.
Chen, B. and Liu, J. (2007) Mechanical Properties of Polymer-Modified Concretes Containing Expanded Polystyrene Beads. Construction and Building Materials, 21, 7-11. http://dx.doi.org/10.1016/j.conbuildmat.2005.08.001
Saradhi Babu, D., Ganesh Babu, K. and Wee, T.H. (2005) Properties of Lightweight Expanded Polystyrene Aggregate Concretes Containing Fly Ash. Cement and Concrete Research, 35, 1218-1223. http://dx.doi.org/10.1016/j.cemconres.2004.11.015
Xu, Y., Jiang, L., Xu, J. and Li, Y. (2012) Mechanical Properties of Expanded Polystyrene Lightweight Aggregate Concrete and Brick. Construction and Building Materials, 27, 32-38. http://dx.doi.org/10.1016/j.conbuildmat.2011.08.030