Integrating deep learning and logging data analytics for lithofacies classification and 3D modeling of tight sandstone reservoirs

Geoscience Frontiers ◽

10.1016/j.gsf.2021.101311 ◽

2021 ◽

pp. 101311

Author(s):

Jing-Jing Liu ◽

Jian-Chao Liu

Keyword(s):

Deep Learning ◽

3D Modeling ◽

Data Analytics ◽

Tight Sandstone ◽

Lithofacies Classification ◽

Sandstone Reservoirs

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Deep learning and comparative study of gas saturation models for tight sandstone reservoirs with strong heterogeneity: a case study of the Upper Triassic Xujiahe Formation in Sichuan Basin, China

Arabian Journal of Geosciences ◽

10.1007/s12517-021-06881-2 ◽

2021 ◽

Vol 14 (7) ◽

Author(s):

Xiao Sun ◽

Jia Liu ◽

Yuanwei Sun ◽

Xiaodong Dai ◽

Chuanzhi Cui ◽

...

Keyword(s):

Deep Learning ◽

Comparative Study ◽

Sichuan Basin ◽

Upper Triassic ◽

Tight Sandstone ◽

Xujiahe Formation ◽

Gas Saturation ◽

Sandstone Reservoirs

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Internet of Things-enabled Sustainability, Industrial Big Data Analytics, and Deep Learning-assisted Smart Process Planning in Cyber-Physical Manufacturing Systems

Economics Management and Financial Markets ◽

10.22381/emfm15420205 ◽

2020 ◽

Vol 15 (4) ◽

pp. 49

Keyword(s):

Big Data ◽

Deep Learning ◽

Internet Of Things ◽

Process Planning ◽

Data Analytics ◽

Manufacturing Systems ◽

Big Data Analytics ◽

Industrial Big Data

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A smart predictor used for lithologies of tight sandstone reservoirs: a case study of member of Chang 4 + 5, Jiyuan Oilfield, Ordos Basin

Petroleum Science and Technology ◽

10.1080/10916466.2021.1881114 ◽

2021 ◽

pp. 1-21

Author(s):

Yufeng Gu ◽

Zhidong Bao ◽

Daoyong Zhang

Keyword(s):

Ordos Basin ◽

Tight Sandstone ◽

Sandstone Reservoirs

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3D tight sandstone digital rock reconstruction with deep learning

Journal of Petroleum Science and Engineering ◽

10.1016/j.petrol.2021.109020 ◽

2021 ◽

pp. 109020

Author(s):

Jiuyu Zhao ◽

Fuyong Wang ◽

Jianchao Cai

Keyword(s):

Deep Learning ◽

Tight Sandstone ◽

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Impact of petrographic characteristics on reservoir quality of tight sandstone reservoirs in coal‐bearing strata: A case study in Lower Permian Shihezi Formation in northern Ordos Basin, China

Geological Journal ◽

10.1002/gj.4091 ◽

2021 ◽

Author(s):

Zihao Liu ◽

Shenghe Wu ◽

Jinbu Li ◽

Zhenhua Xu ◽

Miao Tian ◽

...

Keyword(s):

Ordos Basin ◽

Reservoir Quality ◽

Lower Permian ◽

Tight Sandstone ◽

Sandstone Reservoirs

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Interpretation method of nuclear magnetic resonance dual-TW logging in oil-wet tight sandstone reservoirs

Applied Geophysics ◽

10.1007/s11770-020-0880-0 ◽

2021 ◽

Author(s):

Li Bo ◽

Tan Maojin ◽

Zhang Haitao

Keyword(s):

Nuclear Magnetic Resonance ◽

Magnetic Resonance ◽

Tight Sandstone ◽

Sandstone Reservoirs ◽

Interpretation Method ◽

Nuclear Magnetic

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Deep Learning Based Forecasting in Stock Market with Big Data Analytics

2019 Scientific Meeting on Electrical-Electronics & Biomedical Engineering and Computer Science (EBBT) ◽

10.1109/ebbt.2019.8741818 ◽

2019 ◽

Author(s):

Gozde Sismanoglu ◽

Mehmet Ali Onde ◽

Furkan Kocer ◽

Ozgur Koray Sahingoz

Keyword(s):

Big Data ◽

Deep Learning ◽

Stock Market ◽

Data Analytics ◽

Big Data Analytics

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Deep Learning based Smart Meter Data Analytics for Electricity Load Prediction

2019 IEEE International Conference on Clean Energy and Energy Efficient Electronics Circuit for Sustainable Development (INCCES) ◽

10.1109/incces47820.2019.9167704 ◽

2019 ◽

Author(s):

J Jeyaranjani ◽

D Devaraj

Keyword(s):

Deep Learning ◽

Data Analytics ◽

Smart Meter ◽

Load Prediction ◽

Electricity Load

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Characterization of favorable lithofacies in tight sandstone reservoirs and its significance for gas exploration and exploitation: A case study of the 2nd Member of Triassic Xujiahe Formation in the Xinchang area, Sichuan Basin

Petroleum Exploration and Development ◽

10.1016/s1876-3804(20)60129-5 ◽

2020 ◽

Vol 47 (6) ◽

pp. 1194-1205

Author(s):

Junlong LIU ◽

Zhongqun LIU ◽

Kaihua XIAO ◽

Yanqing HUANG ◽

Wujun JIN

Keyword(s):

Sichuan Basin ◽

Exploration And Exploitation ◽

Tight Sandstone ◽

Xujiahe Formation ◽

Sandstone Reservoirs

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Review of load data analytics using deep learning in smart grids: Open load datasets, methodologies, and application challenges

International Journal of Energy Research ◽

10.1002/er.6745 ◽

2021 ◽

Author(s):

Md Fazla Elahe ◽

Min Jin ◽

Pan Zeng

Keyword(s):

Deep Learning ◽

Smart Grids ◽

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