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Automatic pore structure analysis in organic-rich shale using FIB

2024年2月15日  We applied a novel attention gate (AG) model to FIB-SEM images that automatically learns to focus on target structures of varying pores’ shape and size. AG can be

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Multiscale and multiresolution modeling of shales and

2015年11月12日  Slatt, O’Brien and co-workers 11, 12, 13 proposed a method for using 2D SEM images of shales, obtained from carefully-broken clean 2D shale surface of a cubic sample. For each surface several...

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Multimodal imaging and machine learning to enhance microscope

2020年12月1日  A machine learning based image processing workflow is presented to enhance shale source rock microscopic images obtained using diverse imaging platforms.

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X-ray tomography imaging of shale microstructures: A review in

2021年1月1日  Shale microstructure characterization is complex. Micro-CT imaging can resolve microfractures and anisotropy. Resolving pores and organic matter using micro-CT is

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Optimal Selection of Shale Gas Processing and NGL Recovery

2020年11月10日  Shale gas processing generally involves removal of oil and dirt or sand, water, and elements such as sulfur, helium, hydrogen sulfide, and carbon dioxide and

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Shale Shakers Selection Guide: Types, Features,

Shale shakers are important components integral to the drilling process and represent the first phase of solids control in drilling industries such as coal cleaning, mining, and oil and gas production.

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Ultrahigh-Resolution Reconstruction of Shale Digital Rocks

2024年3月13日  We propose a stepwise 3D super-resolution (SR) reconstruction method for shale digital rocks based on the widely used focused-ion-beam scanning electron microscope

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(PDF) Ultrahigh-Resolution Reconstruction of Shale

2023年12月18日  We propose a stepwise 3D super-resolution (SR) reconstruction method for shale digital rocks based on the widely used focused-ion-beam scanning electron microscope (FIB-SEM) technique. This...

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Intelligent Identification and Quantitative Characterization of Pores ...

2024年4月15日  The deep-learning semantic image segmentation method is suitable for pore recognition of shale SEM images. The fully convolutional neural network model is used to

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Shale Gas Processing Equipment Global Market

16.2. UK Shale Gas Processing Equipment Market, Segmentation By Process, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion . 16.3. UK Shale Gas Processing Equipment Market, Segmentation By Application, Historic

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Shale Gas Processing Equipment Market - Blackridge Research

This latest report helps you to gain a quick and comprehensive understanding of the Global Shale Gas Processing Equipment Market. Download FREE sample report now! Global Shale Gas Processing Equipment Market Report - Market Analysis, Size, Share, Growth, Outlook - Industry Trends and Forecast to 2028

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Shale Gas Processing Equipment Market Size, Report By 2031

The Shale Gas Processing Equipment Market was valued at USD 5.80 billion in 2023 and is expected to reach USD 8.90 billion, with a CAGR of 5.50% by 2031.

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Oil Shale Processing, Chemistry and Technology SpringerLink

2012年11月28日  Burnham AK (1989) On solar thermal processing and retorting of oil shale. Energy 14:667–674. Google Scholar Burnham AK (1995) Chemical kinetics and oil shale processing design. In: Snape C (ed) Composition, geochemistry and conversion of oil shales. NATO ASI Series. Kluwer, The Netherland. Google Scholar

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Shale Gas Processing Equipment Global Market Report 2023

2023年3月21日  Major players in the shale gas processing equipment market are Pall Corporation, GasTech Engineering Corporation, Cameron International Corporation, Honeywell UOP, Linde Engineering PLC., Johnson ...

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Automatic pore structure analysis in organic-rich shale using FIB

2024年2月15日  Pre-processing of images is used to convert experimental images for deep learning. A pre-processing step was applied to the input image values to accelerate convergence. ... The ETAP method has been developed by Tian et al. [2] to facilitate the robust detection and characterization of pores in shale images.

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Deep Learning Techniques Classify Cuttings Volume of Shale

2022年4月30日  A deep neural network (DNN) has been adopted, which allows image processing and classification of cutting volumes of a shale shaker at a distance from the drilling rig. Specifically, the described model implemented convolutional neural networks as extractors of functions and classifications.

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Shale Gas Processing Equipment

2024年5月20日  Global Shale Gas Processing Equipment Market to Reach $7.8 Billion by 2030. The global market for Shale Gas Processing Equipment estimated at US$5.5 Billion in the year 2023, is expected to reach US$7.8 Billion by 2030, growing at a CAGR of 5.2% over the analysis period 2023-2030.

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5,977 Oil Shale Images, Stock Photos, 3D objects, Vectors

Find Oil Shale stock images in HD and millions of other royalty-free stock photos, ... waste of the processing of oil shale ... Oil industrial operation and equipment object. Oil shale rock isolated on white background. KERN COUNTY, CALIFORNIA - NOVEMBER 26, 2013: Pumpjacks extract oil from an oilfield in Kern County, ...

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QUANTITATIVE CHARACTERIZATION OF NANO-SCALE PORES IN SHALE

Shale, image processing, nano-scale pores, quantitative characterization, Wufeng-Longmaxi formation, workflow INTRODUCTION Porosity and permeability are the key physical

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Damage evolution characteristics of 3D reconstructed bedding ...

Keywords Shale CT scanning technology Digital image processing Numerical simulation Fracture processes Introduction Shale gas is an unconventional clean energy source. In recent years, it has become a new research hotspot in the energy industry (Lei et al. 2021; Bilgen and Sarıkaya 2016; Meakin et al. 2013; Wang and Li 2017).

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Shale Gas Processing Equipment Market Report by Component,

2024年7月1日  Shale Gas Processing Equipment Market Report by Component, Process, and Region 2024-2032 - The global shale gas processing equipment market size reached US$ 5.8 Billion in 2023. Looking forward, IMARC Group expects the market to reach US$ 9.6 Billion by 2032, exhibiting a growth rate (CAGR) of 5.6% during 2024-2032.

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QUANTITATIVE CHARACTERIZATION OF NANO-SCALE PORES IN SHALE

Shale, image processing, nano-scale pores, quantitative characterization, Wufeng-Longmaxi formation, workflow INTRODUCTION Porosity and permeability are the key physical

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Shale Gas Processing Equipment Market Size, Share and

According to the report published by Zion Market Research, the global Shale Gas Processing Equipment Market size was valued at USD 9.79 Billion in 2023 and is predicted to reach USD 34.19 Billion by the end of 2032. The market is expected to grow with a CAGR of 14.90% during the forecast period. The report analyzes the global Shale Gas Processing Equipment

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Shale Gas Processing Equipment Global Market Report 2024

16.2. UK Shale Gas Processing Equipment Market, Segmentation By Process, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion . 16.3. UK Shale Gas Processing Equipment Market, Segmentation By Application, Historic and Forecast, 2018-2023, 2023-2028F, 2033F, $ Billion . 17. Germany Shale Gas Processing Equipment Market 17.1.

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Deep learning-based method for SEM image segmentation in

2020年5月1日  Texture-based feature extraction and object segmentation are challenging in image processing. In this study, the U-Net architecture developed for biomedical image analysis was used to evaluate geologic characteristics depicted within scanning electron microscope (SEM) images of shale samples.

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Testing the key fracture mechanical parameters of shale-sand

Once the specimen was poured, speckle images were sprayed on the surface using paint for DIC testing (Figure 2). During the testing process, a photosensitive sensor (CCD lens) recorded real-time digital images of the sample surface and obtained the displacement field of the specimen surface by comparing adjacent images. This

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The Working Principle of Shale Shakers - Solids Control System

2021年4月9日  Shale shakers are the primary solids separation tool on a rig. After returning to the surface of the well the used drilling fluid flows directly to the shale shakers where it begins to be processed. Once processed by the shale shakers the drilling fluid is deposited into the mud tanks where other solid control equipment begin to remove the finer solids from it.

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Quantitative Characterization of Pore Structure Parameters in Coal ...

2023年2月7日  The pore structure parameters of coal have an important influence on the exploration and development of coalbed methane. In this study, a series of pore structure parameters, including porosity, pore radius, pore throat radius, pore coordination number, pore throat ratio, and specific surface area, are identified, extracted, and calculated in the scanning

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Ultrahigh-Resolution Reconstruction of Shale Digital Rocks from

Shale Digital Rocks from FIB-SEM Images Using Deep Learning Yipu Liang 1 , Sen Wang 1,2 * , Qihong Feng 1,2,3 , Mengqi Zhang 1 , Xiaopeng Cao 4,5 , and Xiukun Wang 6

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