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Determining the elastic moduli of the third order for sedimentary rocks based on well-logging data

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Abstract

The method of determining the values of elastic moduli of the third order of sedimentary series of rocks is developed based on a complex of well-logging data. The calculation algorithm is based on the theory of elastic wave propagation in deformed solids, seismic-geological modeling, and the cluster analysis of well data on artificial neural networks. The elastic moduli of sedimentary series of rocks of oil- and gas-bearing structures of the Gunashli of the South Caspian Basin (SCB) are determined using the offered method. The numerical values of Poisson’s ratio are also determined for these rocks. The inaccuracies of the results obtained within the simplified theories are revealed in this example without considering the current geodynamic changes.

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References

  • Abasov, M.T., Kuliev, G.G., and Jevanshir, R.D., The Model of lithospheric evolution, Herald Russ. Acad. Sci., 2000, vol. 70, no. 1, pp. 66–71.

    Google Scholar 

  • Aleksandrov, K.S., Prodaivoda, G.T., and Maslov, B.P., A method ofor determining nonlinear elastic constants of rocks, Dokl. Earth Sci., 2001, vol. 380, no. 7, pp. 827–829.

    Google Scholar 

  • Aminzade, F. and de Groot, P., Neural Networks and Other Soft Computing Techniques with Application in the Oil Industry, Houten: EAGE Publications, 2006.

    Google Scholar 

  • Babkin, I.V., Application of the neural network method for estimating the current gas-and-oil saturation based on GIS data, Nauchno-Tekh. Vestn. “Karotazhnik,” 2010, no. 5, pp. 52–60.

    Google Scholar 

  • Bakulin, V.N. and Protosenya, A.G., Nonlinear effects in propagation of elastic waves through rocks, Dokl. Akad. Nauk SSSR, 1982, vol. 263, no. 2, pp. 341–316.

    Google Scholar 

  • Bayuk, E.I., Tomashevskaya, I.S., Dobrynin, V.M., et al., Fizicheskie svoistva mineralov i gornykh porod pri vysokikh termodinamicheskikh parametrakh: Spravochnik (Physical Properties of Minerals and Rocks at High Thermodynamical Parameters: A Reference Book), Volarovich, M.P., Ed., 2nd ed., Moscow: Nedra, 1988.

  • Biot, M.A., Mechanics of Incremental Deformations, New York: Wiley, 1965.

    Google Scholar 

  • Chang, Ch., Zoback, M.D., and Khaksar, A., Empirical relations between rock strength and physical properties in sedimentary rocks, J. Pet. Sci. Eng., 2006, vol. 51, pp. 223–237. doi 10.1016/j/petrol.2006.01.003

    Article  Google Scholar 

  • Chashkov, A.V. and Valery, V.M., Use of the cluster analysis and artificial neural network technology for log data interpretation, J. Sib. Fed. Univ., Eng. Technol., 2011, no. 4, pp. 453–462.

    Google Scholar 

  • Darwin, V.E. and Singer, J.M., Well Logging for Earth Scientists, 2nd ed., Dordrecht: Elsevier, 2007.

    Google Scholar 

  • Dortman, N.B., Fizicheskie svoistva gornykh porod i poleznykh iskopaemykh (petrofizika): Spravochnik geofizika (Physical Properties of Rocks and Minerals (Petrophysics): A Geophysicist’s Reference Book), 2nd ed., Moscow: Nedra, 1984.

    Google Scholar 

  • Engel’brekht, Yu.K. and Nigul, U.K., Nelineinye volny deformatsii (Nonlinear Strain Waves), Moscow: Nauka, 1981.

    Google Scholar 

  • Gogonenkov, G.N., Izuchenie detal’nogo stroeniya osadochnykh tolshch seismorazvedkoi (Studying the Detailed Structure of Sedimentary Strata by Seismic Prospecting), Moscow: Nedra, 1987.

    Google Scholar 

  • Grinfel’d, M.A. and Movchan, A.A., Implications of preliminary deformation for the propagation of elastic waves, Izv. Akad. Nauk SSSR, Fiz. Zemli, 1975, no. 8, pp. 29–35.

    Google Scholar 

  • Guliyev, H.H., A new theoretical conception concerning the tectonic processes of the Earth, New Concepts Global Tecton. Newsl., 2010, vol. 56, pp. 50–74.

    Google Scholar 

  • Guliyev, H.H. and Aghayev, Kh.B., Determination of physical- mechanical parameters of sedimentary cover rocks on the base of seismic, borehole data and the theory of stressed medium elastic waves, Geofiz. Zh., 2011, vol. 33, no. 6, pp. 126–135.

    Google Scholar 

  • Guliyev, H.H. and Shirinov, N.M., The definition of elastic moduli of the third order in the stressed nonlinear isotropic media, Izv. Nats. Akad. Nauk Azerb., Ser. Nauk o Zemle, 2006, no. 3, pp. 31–35.

    Google Scholar 

  • Guz, A.N., Uprugie volny v telakh s nachal’nymi napryazheniyami. T. 2. Zakonomernosti rasprostraneniya (Elastic Waves in the Pre-Stressed Bodies. Vol. 2: Regularities of Propagation), Kiev: Naukova dumka, 1986.

    Google Scholar 

  • Itenberg, S.S., Interpretatsiya rezul’tatov geofizicheskikh issledovanii skvazhin: Ucheb. posobie dlya vuzov (Interpretation of Geophysical Logs: Student Manual), 2nd ed., Moscow: Nedra, 1987.

    Google Scholar 

  • Kostrov, B.V. and Nikitin, L.V., The propagation of seismic waves in prestressed elastic medium, General Assembly Int. Union Geodesy Geophys., 1969, vol. 15, Part 1, p. 98.

    Google Scholar 

  • Kuliev, G.G., Determination of the Poisson’s ratio in stressed media, Dokl. Earth Sci., 2000, vol. 370, no. 1, pp. 206–209.

    Google Scholar 

  • Kuliev, G.G. and Dzhabbarov, M.D., On elastic waves propagation in stressed anisotropic media, Izv. Akad. Nauk Azerb., Ser. Nauk Zemle, 1998, no. 2, pp. 102–112.

    Google Scholar 

  • Marmonshtein, L.M., Petrofizicheskie svoistva osadochnykh porod pri vysokikh davleniyakh i temperaturakh (Petrophysical Properties of Sedimentary Rocks at High Pressure and Temperatures), Moscow: Nedra, 1985.

    Google Scholar 

  • Neural network cluster analysis software for MS Excel. http://neuroxl.com/products/excel-cluster-analysis-software/neuroxl-clusterizer.htm

  • Nigul, U.K., Nelineinaya akusto-diagnostika (Nonlinear Acoustodiagnostics), Leningrad: Sudostroenie, 1981.

  • Nikitin, L.V., On the anisotropy of elastic medium with initial stresses, Izv. Akad. Nauk SSSR, Fiz. Zemli, 1983, no. 12, pp. 29–33.

    Google Scholar 

  • Poulton, M.M., Neural networks as an intelligence amplification tool: a review of applications, Geophysics, 2002, vol. 67, no. 3, p. 979–993. doi 10.1190/1.1484539

    Article  Google Scholar 

  • Prodayvoda, G.T., Omelchenko, V.D., Maslov, B.P., and Prodayvoda, T.G., Seismomineralogical model of the Earth’s crust of the Ukrainian Shield, Geofiz. Zh., 2004, vol. 26, no. 4, pp. 100–107.

    Google Scholar 

  • Puzyrev, N.N., et al., Seismicheskaya razvedka metodom poperechnykh i obmennykh voln (Seismic Prospecting based on Shear and Converted Waves), Moscow: Nedra, 1985.

    Google Scholar 

  • Sun, Z., Yao, J., Sun, Z., et al., The application of cluster analysis based on neural network methods in identification reservoir flow unit, Geophys. Geochem. Explor., 2011, vol. 35, no. 3, pp. 349–353.

    Google Scholar 

  • Uden, R.C., Smith, M., and Hübert, L., Neural network training for reservoir characterization of lithofacies, Proc. EAGE 65th Conference and Exhibition, 2003, Stavanger, Z-99.

    Google Scholar 

  • Van der Baan, M. and Jutten, C., Neural networks in geophysical applications, Geophysics, 2000, vol. 65, no. 4, pp. 1032–1047. doi 10.1190/1.1444797

    Article  Google Scholar 

  • Vyzhva, S.A., Maslov, B.P., and Prodayvoda, G.T., Effective elastic properties of nonlinear multicomponent geological media, Geofiz. Zh., 2005, vol. 27, no. 6, pp. 1012–1022.

    Google Scholar 

  • Wesolowski, Z., Nonlinear Dynamics of Elastic Bodies, Wien: Springer, 1978.

    Book  Google Scholar 

  • Yin, H. and Rasolofosaon, P.N.J., Nonlinear and linear elastic behavior of anisotropic rocks: ultrasonic experiments versus theoretical predictions, Expanded Abstracts of the 64th SEG Meeting, Los Angeles, 1994, vol. 3, no. 4, pp. 1129–1132.

    Google Scholar 

  • Zarembo, L.K. and Krasil’nikov, V.A., Vvedenie v nelineinuyu akustiku (Introduction to Nonlinear Acoustics), Moscow: Nauka, 1966.

    Google Scholar 

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Correspondence to H. H. Guliyev.

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Original Russian Text © H.H. Guliyev, Kh.B. Aghayev, G.H. Hasanova, 2016, published in Fizika Zemli, 2016, No. 6, pp. 63–70.

The article was translated by the authors.

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Guliyev, H.H., Aghayev, K.B. & Hasanova, G.H. Determining the elastic moduli of the third order for sedimentary rocks based on well-logging data. Izv., Phys. Solid Earth 52, 836–843 (2016). https://doi.org/10.1134/S1069351316050062

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  • DOI: https://doi.org/10.1134/S1069351316050062

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