Application of the Empirical Mode Decomposition in Deformation Monitoring in Mines
- Autores: Panov S.V.1, Parushkin M.D.1,2, Semibalamut V.M.3, Fomin Y.N.1,3
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Afiliações:
- Institute of Laser Physics, Siberian Branch
- Chinakal Institute of Mining, Siberian Branch
- Siberian Division
- Edição: Volume 53, Nº 5 (2017)
- Páginas: 967-974
- Seção: New Methods and Instruments in Mining
- URL: https://journals.rcsi.science/1062-7391/article/view/184387
- DOI: https://doi.org/10.1134/S1062739117053018
- ID: 184387
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Resumo
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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Sobre autores
S. Panov
Institute of Laser Physics, Siberian Branch
Autor responsável pela correspondência
Email: lss@laser.nsc.ru
Rússia, Novosibirsk, 630091
M. Parushkin
Institute of Laser Physics, Siberian Branch; Chinakal Institute of Mining, Siberian Branch
Email: lss@laser.nsc.ru
Rússia, Novosibirsk, 630091; Novosibirsk, 630091
V. Semibalamut
Siberian Division
Email: lss@laser.nsc.ru
Rússia, Novosibirsk, 630091
Yu. Fomin
Institute of Laser Physics, Siberian Branch; Siberian Division
Email: lss@laser.nsc.ru
Rússia, Novosibirsk, 630091; Novosibirsk, 630091
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