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Coalbed methane content prediction using deep belief network
Interpretation, 2020Accurate measurement of coalbed methane (CBM) content is the foundation for CBM resource exploration and development. Machine-learning techniques can help address CBM content prediction tasks. Due to the small amount of actual measurement data and the shallow model structure, however, the results from traditional machine-learning models have errors to ...
Fan Peng +3 more
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Methane Recovery From Deep Coalbeds in the Book Cliffs
Proceedings of SPE Unconventional Gas Recovery Symposium, 1982ABSTRACT A project jointly funded by Mountain Fuel Supply Company and the U.S. Department of Energy is being conducted to show the commercial potential of recovering methane gas from deep coal seams in the Book Cliffs coal field in Central Utah.
Larry D. Allred, Ralph L. Coates
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A Method for Evaluating the Methane Content of the Nanoscale Pores in Deep Coalbeds
Journal of Nanoscience and Nanotechnology, 2021Since the sampling depth is large in deep coalbed methane wells, during the lifting process of coalbed cores, the core surface pressure drops nonlinearly with time, which is contradictory to the premise of the conventional United States Bureau of Mines (USBM) method and the Smith-Williams method.
Yu, Yang +5 more
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The Physics of Fluids
Natural fractures develop in deep coalbed methane reservoirs, and the formation mechanism of complex fractures is still unclear. This paper establishes a finite element model of hydraulic fracture propagation in deep coalbed methane reservoirs containing
Dong Xiong, Jiayuan He
semanticscholar +1 more source
Natural fractures develop in deep coalbed methane reservoirs, and the formation mechanism of complex fractures is still unclear. This paper establishes a finite element model of hydraulic fracture propagation in deep coalbed methane reservoirs containing
Dong Xiong, Jiayuan He
semanticscholar +1 more source
Processes
Deep coalbed methane (CBM) reservoirs hold substantial resource potential and play a crucial role in China’s unconventional natural gas development.
Lianlian Qiao +9 more
semanticscholar +1 more source
Deep coalbed methane (CBM) reservoirs hold substantial resource potential and play a crucial role in China’s unconventional natural gas development.
Lianlian Qiao +9 more
semanticscholar +1 more source
Research on Wellbore Stability Prediction of Deep Coalbed Methane Under Multifactor Influences
Applied SciencesTo address the problem of wellbore instability in the development of deep coalbed methane reservoirs in Daniudi gas field, this study takes the coal seam cores from Member 1 of the Taiyuan Formation at a depth of approximately 2880 m as the research ...
Xugang Liu +5 more
semanticscholar +1 more source
Journal of Canadian Petroleum Technology, 2010
Summary One of the horizons of interest for future unconventional-resource development is deep- (> 5,000 ft) coalbed-methane (CBM) production. Unfortunately, coal permeability is highly sensitive to changes in stress, leading to the belief of limited permeability in deep coals.
R. R. Tonnsen, J. L. Miskimins
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Summary One of the horizons of interest for future unconventional-resource development is deep- (> 5,000 ft) coalbed-methane (CBM) production. Unfortunately, coal permeability is highly sensitive to changes in stress, leading to the belief of limited permeability in deep coals.
R. R. Tonnsen, J. L. Miskimins
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Processes
The development of deep coalbed methane (CBM) wells faces challenges such as significant reservoir depth, low permeability, and severe liquid loading in the wellbore.
Longfei Sun +7 more
semanticscholar +1 more source
The development of deep coalbed methane (CBM) wells faces challenges such as significant reservoir depth, low permeability, and severe liquid loading in the wellbore.
Longfei Sun +7 more
semanticscholar +1 more source
Processes
Deep coalbed methane (CBM) reservoirs are characterized by high hydrocarbon content and are considered an important strategic resource. Due to their inherently low permeability and porosity, horizontal well drilling is commonly employed to enhance ...
Bo Wang +7 more
semanticscholar +1 more source
Deep coalbed methane (CBM) reservoirs are characterized by high hydrocarbon content and are considered an important strategic resource. Due to their inherently low permeability and porosity, horizontal well drilling is commonly employed to enhance ...
Bo Wang +7 more
semanticscholar +1 more source
Low-rank coalbed methane production capacity prediction method based on time-series deep learning
EnergyXiaoyi Wei +5 more
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