IDEAS home Printed from https://ideas.repec.org/a/gam/jeners/v10y2017i10p1655-d115687.html
   My bibliography  Save this article

Noncontact Measurement and Detection of Instantaneous Seismic Attributes Based on Complementary Ensemble Empirical Mode Decomposition

Author

Listed:
  • Yaping Huang

    (School of Resources and Geosciences, China University of Mining and Technology, Xuzhou 221116, China
    Department of Civil and Environmental Engineering, University of California, Berkeley, CA 94720, USA
    Key Laboratory of Coal Methane and Fire Control, Ministry of Education, China University of Mining and Technology, Xuzhou 221116, China)

  • Haibin Di

    (Center for Energy and Geo Processing (CeGP), Georgia Institute of Technology, Atlanta, GA 30308, USA)

  • Reza Malekian

    (Department of Electrical, Electronic & Computer Engineering, University of Pretoria, Pretoria 0002, South Africa)

  • Xuemei Qi

    (School of Resources and Geosciences, China University of Mining and Technology, Xuzhou 221116, China)

  • Zhixiong Li

    (School of Mechatronics Engineering, China University of Mining and Technology, Xuzhou 221106, China)

Abstract

Hilbert–Huang transform (HHT) is a popular method to analyze nonlinear and non-stationary data. It has been widely used in geophysical prospecting. This paper analyzes the mode mixing problems of empirical mode decomposition (EMD) and introduces the noncontact measurement and detection of instantaneous seismic attributes using complementary ensemble empirical mode decomposition (CEEMD). Numerical simulation testing indicates that the CEEMD can effectively solve the mode mixing problems of EMD and can provide stronger anti-noise ability. The decomposed results of the synthetic seismic record show that CEEMD has a better ability to decompose seismic signals. Then, CEEMD is applied to extract instantaneous seismic attributes of 3D seismic data in a real-world coal mine in Inner Mongolia, China. The detection results demonstrate that instantaneous seismic attributes extracted by CEEMD are helpful to effectively identify the undulations of the top interfaces of limestone.

Suggested Citation

  • Yaping Huang & Haibin Di & Reza Malekian & Xuemei Qi & Zhixiong Li, 2017. "Noncontact Measurement and Detection of Instantaneous Seismic Attributes Based on Complementary Ensemble Empirical Mode Decomposition," Energies, MDPI, vol. 10(10), pages 1-15, October.
    • Handle: RePEc:gam:jeners:v:10:y:2017:i:10:p:1655-:d:115687
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1996-1073/10/10/1655/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/1996-1073/10/10/1655/
    Download Restriction: no
    ---><---

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Yaping Huang & Hanyong Bao & Xuemei Qi, 2019. "Geological Structure Interpretation of Coalbed Methane Enrichment Area based on VMDC and Curvature Attributes," Energies, MDPI, vol. 12(15), pages 1-17, July.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jeners:v:10:y:2017:i:10:p:1655-:d:115687. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.