Optimization of sustainable, NaCl-resistant and water-repellent renders through evolutionary experimental design

作者: Laura Falchi , Debora Slanzi , Laura Speri , Irene Poli , Elisabetta Zendri

DOI: 10.1016/J.CONBUILDMAT.2017.04.168

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摘要: Abstract The paper deals with the formulation of salt-resistant renders, suitable for protection brick masonries subjected to rising damp salt solution. Natural hydraulic lime, recycled mortars as aggregates, air entraining and/or water-repellent admixtures were selected produce a double layer render resistant action NaCl formulations optimized by an evolutionary experimental design approach based on Bayesian networks, namely EBN-design, in order minimize physical damages such detachments, scaling, efflorescences. Results show that this innovative is promising discovering NaCl-resistant renders experimentally testing just limited number out possible compositions.

参考文章(50)
Matteo Borrotti, Irene Poli, Naïve Bayes Ant Colony Optimization for Experimental Design soft methods in probability and statistics. ,vol. 190, pp. 489- 497 ,(2013) , 10.1007/978-3-642-33042-1_52
George W. Scherer, Stress from crystallization of salt in pores Proceedings of the 9th International Congress on Deterioration and Conservation of Stone#R##N#Venice June 19–24, 2000. pp. 187- 194 ,(2000) , 10.1016/B978-044450517-0/50100-8
B.A. Silva, A.P. Ferreira Pinto, A. Gomes, Natural hydraulic lime versus cement for blended lime mortars for restoration works Construction and Building Materials. ,vol. 94, pp. 346- 360 ,(2015) , 10.1016/J.CONBUILDMAT.2015.06.058
Marco Scutari, Jean-Baptiste Denis, Bayesian Networks: With Examples in R ,(2014)
Robert G. Cowell, V. Nair, David J. Spiegelhalter, Steffen L. Lauritzen, A. Philip David, M. Jordan, J. Lawless, Probabilistic Networks and Expert Systems In: UNSPECIFIED Springer-Verlag (1999). ,(1999)
Nir Friedman, Dan Geiger, Moises Goldszmidt, Bayesian Network Classifiers Machine Learning. ,vol. 29, pp. 131- 163 ,(1997) , 10.1023/A:1007465528199
B. Lubelli, R.P.J. van Hees, C.J.W.P. Groot, Sodium chloride crystallization in a “salt transporting” restoration plaster Cement and Concrete Research. ,vol. 36, pp. 1467- 1474 ,(2006) , 10.1016/J.CEMCONRES.2006.03.027
Adilson Schackow, Carmeane Effting, Marilena V. Folgueras, Saulo Güths, Gabriela A. Mendes, Mechanical and thermal properties of lightweight concretes with vermiculite and EPS using air-entraining agent Construction and Building Materials. ,vol. 57, pp. 190- 197 ,(2014) , 10.1016/J.CONBUILDMAT.2014.02.009