Design of experiments (DOE) for mix design of cement-treated recycled asphalt pavements
DOI:
https://doi.org/10.14295/transportes.v27i1.1574Keywords:
Pavement, Full-depth reclamation with cement, Design of experiments, Multivariate optimization, Mix design.Abstract
This study verified the application of design of experiments (DOE) to the mix design of full-depth reclamation with cement (FDR-C) mixtures. A mix design method that evaluates mechanical, volumetric and erodibility properties was adopted, and all the steps of a DOE were used. The planning stage enabled to define the variables with the most significant influence on the results, achieving a comprehensive and reduced experimental matrix. The results analysis made possible to quantify the effects of the studied controlled factors (cement content and reclaimed asphalt pavement percentage) on each response variable. The multivariate optimization resulted in an optimal adjust of those factors considering all the response variables simultaneously. DOE proved to be a very efficient tool that could be widely used in process optimization, including the mix design of FDR-C mixtures.
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REFERÊNCIAS BIBLIOGRÁFICAS
ABNT (1991) Cimento Porland composto: NBR 11578. Associação Brasileira de Normas Técnicas, Rio de Janeiro.
Antony, J (1998). Some key things industrial engineers should know about experiments design. Logistics Information Management, v. 11, n. 6, p. 386-392. DOI: 10.1108/09576059810242606.
Association Mondiale de la Route (2003) Recyclage des chaussées (guides): AIPCR 78.02.BFR. Paris.
Austroads (2002) Mix design for stabilised pavement materials: Austroads Publication AP-T16. Sydney.
Balbo, J. T. (2007) Pavimentação asfáltica: materiais, projetos e restauração. Oficina de Textos, São Paulo.
Bessa, I. S.; A. L. Aranha; K. L. Vasconcelos; A. H. M. Silva e L. L. B. Bernucci (2016) Laboratory and field evaluation of recycled unbound layers with cement for use in asphalt pavement rehabilitation. Materials and Structures, Vol. 49 (7), 2669-2680. DOI: 10.1617/s11527-015-0675-6.
Button, S. T. (2012) Metodologia para planejamento experimental e análise de resultados. Apostila da disciplina – Programa de Pós-Graduação em Engenharia Mecânica, Unicamp, Campinas.
Castañeda López, M. A.; W. Fedrigo; T. R. Kleinert; M. F. Matuella; W. P. Núñez e J. A. P. Ceratti (2018) Flexural fatigue evaluation of cement-treated mixtures of reclaimed asphalt pavement and crushed aggregates. Construction and Building Materials, Vol. 158, 320-325. DOI: 10.1016/j.conbuildmat.2017.10.003.
Chakrabarti, S. e J. Kodikara (2005) Shrinkage behaviour of crushed basaltic rock and residual clay mixture stabilized with cementitious binders. International Journal of Pavement Engineering, Vol. 6, 27-37. DOI: 10.1080/10298430500068654.
Chomicz-Kowalska, A. e K. Maciejewski (2015) Multivariate optimization of recycled road base cold mixtures with foamed bitumen. Procedia Engineering, Vol. 108, 436-444. DOI: 10.1016/j.proeng.2015.06.168.
Dalla Rosa, F; F. S. Jorge; L. A. T. Brito e J. A. P. Ceratti (2015) Análise do comportamento mecânico de um pavimento reciclado com adição de diferentes agentes estabilizadores. Transportes, Vol. 23 (2), 95-104. DOI: 10.14295/transportes.v23i2.880.
DEINFRA-SC (2016) DEINFRA-SC-ES-P09/16 Pavimentação: Reciclagem profunda de pavimentos. Departamento de Infraestrutura do Estado de Santa Catarina, Florianópolis.
DNIT (1998) ME 091: Concreto – Ensaio de compressão de corpos de prova cilíndricos. Departamento Nacional de Infraestrutura de Transportes, Rio de Janeiro.
DNIT (2010a) ME 136: Pavimentação asfáltica – Misturas asfálticas – Determinação da resistência à tração por compressão diametral. Departamento Nacional de Infraestrutura de Transportes, Rio de Janeiro.
DNIT (2010b) ME 135: Pavimentação asfáltica – Misturas asfálticas – Determinação do módulo de resiliência. Departamento Nacional de Infraestrutura de Transportes, Rio de Janeiro.
DNIT (2013a) ME 164: Solos – Compactação utilizando amostras não trabalhadas. Departamento Nacional de Infraestrutura de Transportes, Rio de Janeiro.
DNIT (2013b) ES 167: Pavimentação – Reciclagem profunda de pavimentos “in situ” com adição de cimento Portland. Departamento Nacional de Infraestrutura de Transportes, Rio de Janeiro.
Fedrigo, W.; T. R. Kleinert; M. A. Castañeda López; W. P. Núñez; J. A. P. Ceratti; E. C. Souza; G. S. Gonçalves; A. M. Magalhães; P. R. Machado Filho; D. G. V. Melo e B. J. F. Gonçalves (2016) Efeito de diferentes tipos de base e de fresado na resistência de misturas de reciclagem profunda de pavimentos com adição de cimento. Revista Estradas, n° 21, 37-42.
Fedrigo, W.; T. R. Kleinert; G. G. Schreinert; M. A. Castañeda López; W. P. Núñez e J. A. P. Ceratti (2017a) Procedimento para dosagem de misturas de reciclagem profunda de pavimentos asfálticos com adição de cimento Portland. Revista Pavimentação, n° 46, 4-19.
Fedrigo, W.; W. P. Núñez; T. R. Kleinert; M. A. Castañeda López e J. A. P. Ceratti (2018) A study on the resilient modulus of cement-treated mixtures of RAP and aggregates using indirect tensile, triaxial and flexural tests. Construction and Building Materials, Vol. 171, 161-169. DOI: 10.1016/j.conbuildmat.2018.03.119.
Fedrigo, W.; W. P. Núñez; T. R. Kleinert; M. F. Matuella e J. A. P. Ceratti (2017b) Strength, shrinkage, erodibility and capillary flow characteristics of cement-treated recycled pavement materials. International Journal of Pavement Research and Technology, Vol. 10 (5), 393-402. DOI: 10.1016/j.ijprt.2017.06.001.
Grilli, A; E. Bocci e A. Graziani (2013) Influence of reclaimed asphalt content on the mechanical behaviour of cement-treated mixtures. Road Materials and Pavement Design, Vol. 14 (3), 666-678. DOI: 10.1080/14680629.2013.794367.
Guthrie, W. S.; A. V. Brown e D. L. Eggett (2007) Cement stabilization of aggregate base material blended with reclaimed asphalt pavement. Transportation Research Record: Journal of the Transportation Research Board, Vol. 2026, 47-53. DOI: 10.3141/2026-06.
Highways Agency (2006) Manual of Contract Documents for Highway Works – Volume 1 Specification for highway Works: Series 1000 – Road pavements – Concrete materials. London.
Isola, M.; G. Betti; A. Marradi e G. Tebaldi (2013) Evaluation of cement treated mixtures with high percentage of reclaimed asphalt pavement. Construction and Building Materials, Vol. 48, 238-247. DOI: 10.1016/j.conbuildmat.2013.06.042.
Kolias, S. (1996) Mechanical properties of cement-treated mixtures of milled bituminous concrete and crushed aggregates. Materials and Structures, Vol. 29, 411-417. DOI: 10.1007/BF02485991.
Montgomery, D. C. (2001) Design and analysis of experiments (5ª ed.). John Willey & Sons, Inc., New York.
Paiva, C. E. L.; P. C. A. Oliveira e V. Bonfim (2013) As perspectivas de reabilitação de pavimentos no estado de São Paulo – Brasil: Enquadramento e técnicas usuais. Construção Magazine, Vol. 53, 34-38.
Ribeiro, J. L. D. e C. S. Caten (2014) Projeto de experimentos. Série Monográfica Qualidade – Programa de Pós-Graduação em Engenharia de Produção, UFRGS, Porto Alegre.
Roads and Maritime Services (2012) TM-T186: Erodibility of stabilised road construction materials: Test Method. Roads and Maritime Services, New South Wales.
Santos, R. O. G.; L. R. Rezende; V. M. Silva; L. C. S. Costa e J. H. G. Hómez (2017) Monitoramento do desempenho da técnica de reciclagem profunda em pavimentos do estado de Goiás. Transportes, Vol. 25 (4), 27-41. DOI: 10.14295/transportes.v25i4.1244.
Standards Australia (1992) AS 1012.13-1992: Determination of the drying shrinkage of concrete for samples prepared in the field or in the laboratory. Standards Australia, Strathfield, New South Wales.
Standards Australia (1996) AS 1141.53-1996: Absorption, swell and capillary rise of compacted materials. Standards Australia, Strathfield, New South Wales.
Trichês, G.; J. V. S. Melo; L. F. Franken; L. S. S. Vieira e M. F. Neves (2013) Caracterização do comportamento mecânico de misturas recicladas com adição de cimento. In: 42ª Reunião Anual de Pavimentação – Anais... Gramado.
Wirtgen (2012) Reciclagem a frio: Tecnologia de reciclagem a frio Wirtgen. Windhagen.
Yuan, D.; S. Nazarian; L. R. Hoyos e A. J. Puppala (2011) Evaluation and mix design of cement-treated base materials with high content of reclaimed asphalt pavement. Transportation Research Record: Journal of the Transportation Research Board, Vol. 2212, 110-119. DOI: 10.3141/2212-12.
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