Lithologic Identification of Complex Reservoir Based on PSO-LSTM-FCN Algorithm
Energies, 2023 Reservoir lithology identification is the basis for the exploration and development of complex lithological reservoirs. Efficient processing of well-logging data is the key to lithology identification.
Yawen He +10 more
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Research and Application of Complex Lithology Identification Method Based on CNN-GRU [PDF]
, 2023 In the exploration and development of oil and gas reservoirs, lithology identification is an important component of reservoir log evaluation. The Hailar basin is characterized by proximal sedimentation and transport deposition, with significant ...
LI Hongxing +4 more
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Lithological Identification Method and Application of Bauxite Rocks in Ordos Basin
Cejing jishu, 2023 The bauxite reservoir of Taiyuan formation in Longdong area of Ordos basin is a new type of oilfield exploration and development, and several exploration wells have obtained high production of industrial gas flow, which breaks the traditional ...
GUO Xiaokai +6 more
doaj +1 more source
Interpretable semisupervised classification method under multiple smoothness assumptions with application to lithology identification [PDF]
, 2021 In this letter, considering the lack of core and drilling cuttings, an interpretable semisupervised classification method (ISSCM) under multiple smoothness assumptions is proposed and applied to lithology identification.
Wang, Xingmou +4 more
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Lithology identification of UAV Oblique Photography Images Based on Semantic Segmentation Neural Network Algorithm [PDF]
, 2023 This dataset is suitable for the paper titled "Lithology Identification of UAV Oblique Photography Images Based on Semantic Segmentation Neural Network Algorithm."THIS DATASET IS ARCHIVED AT DANS/EASY, BUT NOT ACCESSIBLE HERE. TO VIEW A LIST OF
罗, 思 (via Mendeley Data)
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Methods for identifying complex lithologies from log data based on machine learning
Unconventional Resources, 2023 The sedimentary environment of the marine-continental transitional facies leads to complex reservoir lithologies characterized by rapid changes in lithology, the presence of thin interbeds, and strong heterogeneity in both vertical and horizontal ...
Mi Liu, Song Hu, Jun Zhang, Youlong Zou
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Stratigraphic lithology identification based on no-dig mud property detection system and weakly-supervised learning [PDF]
, 2021 In view of the lack of geological investigation information data in no-dig and the difficulty in distinguishing the lithology of tunneling stratum, a typical no-dig formation lithology identification method based on support vector machines(SVM)algorithm ...
Feng Qiu +6 more
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Stratigraphic lithology identification based on no-dig Logging While Drilling system and random forest [PDF]
, 2021 Through the self-developed and designed no-dig Logging While Drilling(LWD) system, it can collect the parameters of no-dig drilling, identify the real-time formation lithology of no-dig drilling, and provide safety information guarantee for no-dig ...
Xiaoming Wu +8 more
core +1 more source
Donghua Ligong Daxue Xuebao. Ziran Kexue Ban[Objective] Traditional lithology identification methods suffer from low accuracy, slow recognition speed, and poor generalization performance, thus there is an urgent need for an efficient and accurate solution.
XIAO Kun +10 more
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Identification of Rock Properties of Rock Wall Cut by Roadheader Based on PSO-VMD-LSSVM
Frontiers in Earth Science, 2022 The problem of low digging efficiency and mining imbalance due to outdated digging technology and low degree of equipment intelligence has long existed in coal mine roadway excavation work.
Pengfei Qi +4 more
doaj +1 more source