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Inference of strata separation and gas emission paths in longwall overburden using continuous wavelet transform of well logs and geostatistical simulation.

Authors
Karacan-CÖ; Olea-RA
Source
J Appl Geophy 2014 Jun; 105:147-158
NIOSHTIC No.
20044233
Abstract
Prediction of potential methane emission pathways from various sources into active mine workings or sealed gobs from longwall overburden is important for controlling methane and for improving mining safety. The aim of this paper is to infer strata separation intervals and thus gas emission pathways from standard well log data. The proposed technique was applied to well logs acquired through the Mary Lee/Blue Creek coal seam of the Upper Pottsville Formation in the Black Warrior Basin, Alabama, using well logs from a series of boreholes aligned along a nearly linear profile. For this purpose, continuous wavelet transform (CWT) of digitized gamma well logs was performed by using Mexican hat and Morlet, as the mother wavelets, to identify potential discontinuities in the signal. Pointwise Hölder exponents (PHE) of gamma logs were also computed using the generalized quadratic variations (GQV) method to identify the location and strength of singularities of well log signals as a complementary analysis. PHEs and wavelet coefficients were analyzed to find the locations of singularities along the logs. Using the well logs in this study, locations of predicted singularities were used as indicators in single normal equation simulation (SNESIM) to generate equi-probable realizations of potential strata separation intervals. Horizontal and vertical variograms of realizations were then analyzed and compared with those of indicator data and training image (TI) data using the Kruskal-Wallis test. A sum of squared differences was employed to select the most probable realization representing the locations of potential strata separations and methane flow paths. Results indicated that singularities located in well log signals reliably correlated with strata transitions or discontinuities within the strata. Geostatistical simulation of these discontinuities provided information about the location and extents of the continuous channels that may form during mining. If there is a gas source within their zone of influence, paths may develop and allow methane movement towards sealed or active gobs under pressure differentials. Knowledge gained from this research will better prepare mine operations for potential methane inflows, thus improving mine safety.
Keywords
Mining-industry; Mine-gases; Methanes; Longwall-mining; Coal-gas; Coal-mining; Methane-control; Control-methods; Emission-sources; Analytical-processes; Simulation-methods; Gas-indicators; Combustible-gases; Statistical-analysis; Safety-monitoring; Author Keywords: Strata separation; Longwall-mining; Methane flow paths; Wavelet transform; Geostatistical simulation
Contact
C. Özgen Karacan, NIOSH, Office of Mine Safety and Health Research, Pittsburgh, PA, USA
CODEN
JAGPEA
CAS No.
74-82-8
Publication Date
20140601
Document Type
Journal Article
Fiscal Year
2014
NTIS Accession No.
NTIS Price
Identifying No.
M052014
ISSN
0926-9851
NIOSH Division
OMSHR
Priority Area
Mining
Source Name
Journal of Applied Geophysics
State
PA; VA
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