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Enhanced Reservoir Characterization of Thin Coal Seams: Application of 2D CNN-Based Seismic Impedance Inversion in Deep CBM Exploration

International Petroleum Technology Conference
Abstract Deep coalbed methane (CBM) exploration presents unique challenges in reservoir characterization, particularly when dealing with thin coal seams. This study introduces a novel application of two-dimensional Convolutional Neural Network (2D CNN) based seismic impedance inversion for characterizing the No.
J. Li, J. Sun, H. Zhang, X. Sun
openaire   +1 more source

CBM geological characteristics and exploration potential in the Sunan Syncline block, southern north China basin

Journal of Petroleum Science and Engineering, 2020
Xianbo Su, Fengde Zhou
exaly  

Research on comprehensive CBM extraction technology and its applications in China's coal mines

Journal of Natural Gas Science and Engineering, 2014
Yuanping Cheng
exaly  

New progress and future prospects of CBM exploration and development in China

International Journal of Mining Science and Technology, 2012
Jian Yun, Ningning Zhong
exaly  

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