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RESEARCH OF BUILDING MATERIALS

Identification of the corrosion in cement composites by means of statistical modeling

Vestnik MGSU 4/2014
  • Grishina Anna Nikolaevna - Moscow State University of Civil Engineering (National Research University) (MGSU) Candidate of Technical Sciences, senior research worker, Research and Educational Center “Nanomaterials and Nanotechnologies”, Moscow State University of Civil Engineering (National Research University) (MGSU), 26 Yaroslavskoe shosse, Moscow, 129337, Russian Federation; This e-mail address is being protected from spambots. You need JavaScript enabled to view it .
  • Zemlyakov Andrey Nikolaevich - Administration of Civil Airports (Airfields) (AGA(A)) Candidate of Technical Sciences, Vice-director on Technology, chief engineer, Administration of Civil Airports (Airfields) (AGA(A)), 28, 5 Voykovskiy proezd, 125171, Moscow, Russian Federation; This e-mail address is being protected from spambots. You need JavaScript enabled to view it .
  • Korolev Evgeniy Valer’evich - Moscow State University of Civil Engineering (National Research University) (MGSU) Doctor of Technical Sciences, Professor, Advisor of RAACS, Prorector, Director of the “Nanomaterials and Nanotechnologies” Research and Educational Center, Moscow State University of Civil Engineering (National Research University) (MGSU), 26 Yaroslavskoe shosse, Moscow, 129337, Russian Federation; This e-mail address is being protected from spambots. You need JavaScript enabled to view it .
  • Okhotnikova Kristina Yur’evna - Moscow State University of Civil Engineering (MGSU) master degree student, Institute of Construction and Architecture, Moscow State University of Civil Engineering (MGSU), 26 Yaroslavskoe shosse, Moscow, 129337, Russian Federation; This e-mail address is being protected from spambots. You need JavaScript enabled to view it .
  • Smirnov Vladimir Alekseevich - Moscow State University of Civil Engineering (MGSU) Candidate of Technical Sciences, Associate professor, leading research worker, Research and Educational Center “Nanomaterials and Nanotechnologies”, Moscow State University of Civil Engineering (MGSU), 26 Yaroslavskoe shosse, Moscow, 129337, Russian Federation; This e-mail address is being protected from spambots. You need JavaScript enabled to view it .

Pages 87-97

The analysis of a large set of samples by means of several different methods - petrography, optical microscopy, IR- and Raman spectroscopy, porosimetry, DSC - is very common in practice of material science. After carrying out all the experiments, the groups of researchers obtain a wealth of raw data. The required final result, though, in most cases is to answer several - or even one - question concerning the state of the construction. Obviously, the transition from empirical information to the final decision can be done by means of non formal operations, for example expert appraisal. However, even for most intelligent experts it is quite difficult to perform such an evaluation. In order to condense the raw experimental data we propose simple and formal procedure. The offered method consists of several steps. The first step is to arrange data in such a way, that the rectangular matrix (of size M by N, where M and N are the number of samples and methods, respectively) is formed. This matrix can be called matrix of defectiveness. Then, for all pairs of columns of the mentioned matrix, we compute the Pearson's product-moment (correlation) coefficient; the result is the symmetric N by N matrix of accordance of methods. By means of summation over the rows of the later matrix we obtain information concerning the mutual correspondence of the methods - vector of significance (third step). And finally, at the fourth step, we compute the M scalar products of vector of significance and row of the matrix of defectiveness. The M obtained values are subject to further application by the descriptive statistics, and on the basis of this statistics the final decision can be made. The offered method was successfully applied in the practical task of identification of alcali-silica reaction.

DOI: 10.22227/1997-0935.2014.4.87-97

References
  1. Stanton T.E. Expansion of Concrete through Reaction between Cement and Aggregate. Proceedings of American Society of Civil Engineering. 1940, no. 10, pp. 1781—1811.
  2. Korolev E.V., Smirnov V.A., Zemlyakov A.N. Identifikatsiya novoobrazovaniy, obuslovlennykh shcheloche-silikatnoy reaktsiey [Identification of Alcali-Silica Reaction Outcomes]. Vestnik MGSU [Proceedings of Moscow State University of Civil Engineering]. 2013, no. 6, pp. 109—116.
  3. Diamond S. Alkali Reactions in Concrete Pore Solutions Effects. Proceedings of the 6th International Conference “Alkalis in Concrete”. 1983, pp. 155—166.
  4. Ferraris C.F. Alkali-Silica Reaction and High Performance Concrete. NIST, Building and Fire Research Laboratory, 1995, 24 p.
  5. Pan J.W., Feng Y.T., Wang J. T., Sun Q.C., Zhang C.H., Owen D.R.J. Modeling of Alkali-Silica Reaction in Concrete: a Review. Frontiers of Structural and Civil Engineering. 2012, no. 6, pp. 1—8. DOI: 10.1007/s11709-012-0141-2.
  6. Swamy R.N. Alkali-Silica Reaction in Concrete. New York, Blackie and Son, 1992, 348 p.
  7. Leger P., Cote P., Tinawi R. Finite Element Analysis of Concrete Swelling due to Alkali-Aggregate Reactions in Dams. Computers & Structures. 1996, vol. 60, no. 4, pp. 601—611. DOI: 10.1016/0045-7949(95)00440-8.
  8. Multon S., Toutlemonde F. Effect of Applied Stresses on Alkali-Silica Reaction-Induced Expansions. Cement and Concrete Research. 2006, vol. 36, no.5, pp. 912—920. DOI: 10.1016/j.cemconres.2005.11.012.
  9. Alnaggar M., Cusatis M., Di Luzio G. A Discrete Model for Alkali-Silica-Reaction in Concrete. Proceedings of the 8th International Conference on Fracture Mechanics of Concrete and Concrete Structures (FraMCoS). 2013, pp. 1315—1326.
  10. Alnaggar M., Cusatis M., Di Luzio G. Lattice Discrete Particle Modeling (LDPM) of Alkali-Silica Reaction (ASR) Deterioration of Concrete Structures. Cement and Concrete Composites. 2013, vol. 41, pp. 45—59. DOI: 10.1016/j.cemconcomp.2013.04.015.
  11. Islam M.S., Akhtar S.A. Critical Assessment to the Performance of Alkali-Silica Reaction (ASR) in Concrete. Canadian Chemical Transactions. 2003, vol. 1, no. 4, pp. 253—266. DOI: 10.13179/canchemtrans.2013.01.04.0026.
  12. Bock R.A. Decomposition Methods in Inorganic and Organic Chemistry. Verlag Chemistry, 1972, 232 p.
  13. Lundell G.E.F., Bright H.A., Hoffman J.I. Applied Inorganic Analysis with Special Reference to Analysis of Metals, Minerals, and Rocks. New York, John Wiley and Sons, 1953, 1034 p.
  14. Wilcox R. Introduction to Robust Estimation and Hypothesis Testing. New York, Elsevier, 2012, 690 p.
  15. Montgomery D.C., Runger G.C. Applied Statistics and Probability for Engineers. New York, Wiley, 2010, 792 p.
  16. Ben Haha M. Mechanical Effects of Alkali Silica Reaction in Concrete Studied by Sem-Image Analysis. PhD Thesis. Lausanne, EPFL, 2006, 232 p. DOI: 10.5075/epfl-thesis-3516.

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IDENTIFICATIONOF ALKALI-SILICA REACTION OUTCOMES

Vestnik MGSU 6/2013
  • Korolev Evgeniy Valer’evich - Moscow State University of Civil Engineering (National Research University) (MGSU) Doctor of Technical Sciences, Professor, Advisor of RAACS, Prorector, Director of the “Nanomaterials and Nanotechnologies” Research and Educational Center, Moscow State University of Civil Engineering (National Research University) (MGSU), 26 Yaroslavskoe shosse, Moscow, 129337, Russian Federation; This e-mail address is being protected from spambots. You need JavaScript enabled to view it .
  • Smirnov Vladimir Alekseevich - Moscow State University of Civil Engineering (MGSU) Candidate of Technical Sciences, Associate professor, leading research worker, Research and Educational Center “Nanomaterials and Nanotechnologies”, Moscow State University of Civil Engineering (MGSU), 26 Yaroslavskoe shosse, Moscow, 129337, Russian Federation; This e-mail address is being protected from spambots. You need JavaScript enabled to view it .
  • Zemlyakov Andrey Nikolaevich - Administration of Civil Airports (Airfields) (AGA(A)) Candidate of Technical Sciences, Vice-director on Technology, chief engineer, Administration of Civil Airports (Airfields) (AGA(A)), 28, 5 Voykovskiy proezd, 125171, Moscow, Russian Federation; This e-mail address is being protected from spambots. You need JavaScript enabled to view it .

Pages 109-116

Portland cement-based concrete is widely used in civil engineering. Therefore, it is very important to determine the preconditions of corrosion of the cement concrete. The service life of concrete structures can be substantially reduced by the alkali-silica reaction. It is well known that this reaction causes formation of the sodium silicate hydrogel. Thus, by identifying this gel, a researcher can make an assumption about the reasons for the corrosion. Obviously, macroscopic quantities of sodium salts can be discerned using analytical chemistry methods. Unfortunately, determinant values of such salts in the concrete structure are usually very small. Thus, there is a need for special research methods.Raman spectroscopy is an advanced method based on the analysis of instantaneous two-photon non-elastic light scattering. This method is applicable even in case of small quantities of chemicals under research. The first successful study of silicates using Raman spectroscopy methods was performed in the 20ies of the 20th century. In this work the authors have proven that sodium hydrogels can be easily identified in the concrete using the Raman spectroscopy. In the course of the analysis of the interphase boundary between the cement stone and the aggregates, the authors observed, at least, one spectral peak which did not belong to cement or to the disperse phases of the concrete. At the same time, this peak can be classified as a peak of the sodium silicate. Thus, sodium silicate gel is generated during the service life of the structure under research, and this research has revealed the presence of the alkali-silica reaction.

DOI: 10.22227/1997-0935.2013.6.109-116

References
  1. Swamy R.N. Alkali-silica Reaction in Concrete. New York, Blackie and Son, 1992, 348 p.
  2. Lewis L., Edwards H. Handbook of Raman Spectroscopy. New York, Taylor & Francis, 2001, 1049 p.
  3. Shukshin V.E. Spektroskopiya kombinatsionnogo rasseyaniya sveta kak instrument izucheniya stroeniya i fazovykh perekhodov veshchestva v kondensirovannom sostoyanii [Raman Spectroscopy as a Tool for Research into the Structure and Phase Transition of the Condensed Matter]. Physics and Chemistry of New Materials. 2009. no. 1. Available at: http://phch.mrsu.ru/2009-1/pdf/1-Shukshin.pdf. Date of access: May 15, 2013.
  4. McMillan P. Structural Studies of Silicate Glasses and Melts — Applications and Limitations of Raman Spectroscopy. Amer. Mineralogist. 1984, vol. 69, pp. 622—644.
  5. Vuks M.F., Ioffe V.A. Byull. akad. nauk USSR, tekhn. nauki [Bulletin of the Academy of Sciences of the Ukrainian Soviet Socialist Republic, Engineering Sciences]. 1938, vol. 61, no. 3.
  6. Wilmot G.B. The Raman Spectra and Structure of Silica and Soda-silica Glasses. Massachusetts, Massachusetts Institute of Technology, 1954.
  7. OPUS Spectroscopy Software. Manual. Ettlingen, Bruker Optik, 2006, 456 p.
  8. Kingma K, Hemley R. Raman Spectroscopic Study of Microcrystalline Silica. Amer. Mineralogist. 1994, vol. 79, pp. 269—273.

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