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Application of the Empirical Mode Decomposition in Deformation Monitoring in Mines

  • New Methods and Instruments in Mining
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Abstract

The method of the empirical mode decomposition and its application to the analysis of data obtained using a laser strain meter is described. The issues of adaptation of the method to real data are discussed. The method enables identification of a monotone trend and a slow component of deformation process much more efficiently than the conventional techniques. The method shows reliable operation in cleaning of signals from noise and high frequencies.

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Authors and Affiliations

  1. Institute of Laser Physics, Siberian Branch, Russian Academy of Sciences, Novosibirsk, 630091, Russia

    S. V. Panov, M. D. Parushkin & Yu. N. Fomin

  2. Chinakal Institute of Mining, Siberian Branch, Russian Academy of Sciences, Novosibirsk, 630091, Russia

    M. D. Parushkin

  3. Siberian Division, Federal Research Center for the Unified Geophysical Service, Novosibirsk, 630091, Russia

    V. M. Semibalamut & Yu. N. Fomin

Authors
  1. S. V. Panov
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  2. M. D. Parushkin
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  3. V. M. Semibalamut
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  4. Yu. N. Fomin
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Correspondence to S. V. Panov.

Additional information

Original Russian Text © S.V. Panov, M.D. Parushkin, V.M. Semibalamut, Yu.N. Fomin, 2017, published in Fiziko-Tekhnicheskie Problemy Razrabotki Poleznykh Iskopaemykh, 2017, No. 5, pp. 186–194.

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Panov, S.V., Parushkin, M.D., Semibalamut, V.M. et al. Application of the Empirical Mode Decomposition in Deformation Monitoring in Mines. J Min Sci 53, 967–974 (2017). https://doi.org/10.1134/S1062739117053018

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