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Improved permeability prediction based on the feature engineering …

Permeability is difficult to evaluate in reservoir petrophysics property, especially in low porosity–permeability reservoir. The conventional permeability estimation model with establishment of the regression relationship between permeability and porosity is not applicable. This regression hypothesis based on the correlation between porosity …

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Mining Engineering

In the third and fourth years, you will study mining engineering subjects, including courses in mineral resources evaluation, ventilation, environmental engineering, mine and rock mechanics. In the final stage of the programme, you'll complete a mine design exercise in which you'll apply your knowledge to designing a mine and assessing its ...

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Effect of Porosity on Rock Brittleness | Rock Mechanics and …

Rock Mechanics and Rock Engineering - Porosity of the samples was determined in accordance with suggested methods by the International Society for Rock Mechanics (ISRM) ().Laboratory core drill and saw machines were used to prepare cylindrical specimens with diameters of 56.70 mm, but with variable length-to-diameter …

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Investigation of trend between porosity and drilling …

In this research, it is aimed to find a correlation of porosity using the compaction trend estimated by sigmalog method which is originally being utilized for …

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application of porosity in mining engineering

Porosity sealing, also know as vacuum impregnation, involves the filling of porous substrate to make the part used in mining engineering applications, airtight. Usually applied on powder metallurgy, die cast and permanent mold casted parts, porous sealing takes place in four steps: Under a reduced pressure, the within the pores are expanded.

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Analysis of Dynamic Damage-Induced Porosity Changes of …

In situ leaching was a very important technical approach in ion-adsorption rare earth mining, because it can effectively avoid the geological hazards, protect the environment, and reduce the mining costs. The critical issue of this mining technique was to increase the permeability of ion-adsorption rare earth deposits.

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Optimization and Application of XGBoost Logging …

The prediction and distribution of reservoir porosity and permeability are of paramount importance for the exploration and development of regional oil and gas resources. In order to optimize the prediction methods of porosity and permeability and better guide gas field development, it is necessary to identify the most effective …

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Porosity: Some characterization techniques

That is, both porosity and permeability are indispensable factors to favor the durability and useful life of elements with cement. The porosity, that is, the porosity volume fraction (Vp) can be defined as the fraction of the apparent specific volume of the sample (V) that is attributed to the pores [24], Eq. (9): (9) ϕ = V p / V. 4.

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Publications | Qingqing Huang | West ia University

Proceedings of the 2015 SME Annual Conference and Expo and CMA 117th National Western Mining Conference - Mining: Navigating the Global Waters, pp. 245-251, Society for Mining, Metallurgy and Exploration, Jan 2015. Huang,Q., & Honaker, R.Q. (2016). A sodium oleate concentration study for modifying rock dust to improve particle dispersion …

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Evaluation of the mechanical compatibility of additively manufactured

3 Department of Materials Science and Engineering, Monash University, Clayton, VIC, 3800, Australia. 4 Centre for Advanced Materials Processing and Manufacturing (AMPAM), School of Mechanical and Mining Engineering, The University of Queensland, Brisbane, QLD, 4072, Australia. Electronic address: [email protected].

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Role of Rock Mechanics in Mining Industry : Applications

2. DEPARTMENT OF MINING ENGINEERING INDIAN INSTITUTE OF ENGINEERING SCIECNE AND TECHNOLOGY, SHIBPUR (An Institute of National Importance) CERTIFICATE This is to certify that the dissertation titled "ROLE OF ROCK MECHANICS IN MINING INDUSTRY: APPLICATIONS IN UNDERGROUND MINING" …

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Gas seepage in underground coal seams: Application of the …

Currently, protective coal seam mining is an effective way to increase coal seam permeability[5]. Protective coal seam mining results in the release of ground stress in the protected coal seams above and below the protective coal seam, Conclusions. In this paper, the equivalent scale of the dual-porosity coal structure was proposed.

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An intelligent approach to predict unconfined compressive …

Unconfined compressive strength (UCS) of rocks is one of the most important parameters in rock engineering, engineering geology, and mining projects. In the laboratory determination of UCS, high-quality samples are necessary; in which preparing of core samples has several limits, as it is difficult, expensive, and time …

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Engineering porosity of MIL-101(Cr) using solvation effect

This research reveals that the solvation effect influences the rate of crystal nucleation and growth, leading to variations in the ratio of micropores to mesopores and overall porosity in MIL-101(Cr)-XmM. The high porosity of MIL-101(Cr)-1.6 mM facilitates a higher diffusion rate of particles and exposes a greater number of alkaline sites.

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Exploring the Versatility of Aerogels: Broad Applications in …

Aerogels are synthesized porous substances formed by substituting the liquid portion of a gel with a gaseous element while retaining its construction [1].Certain silica-based aerogels (as shown in Fig. 1 [2]) are practically transparent and weigh less than four times as much as dry air [3].Aerogels are fascinating due to their unique …

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Penetration Rate and Specific Energy Prediction of Rotary

This study discusses the prediction of penetration rate and specific energy of button bit equipped rotary–percussion drilling machines from drill cuttings and geo-mechanical properties of rocks. The operational parameters of drilling machines measured from selected locations were utilized for the calculation of specific energy of drilling …

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Identification of Porosity and Permeability While Drilling …

Under the condition that accu-rate interpretation of reservoir lithology, porosity and per-meability can be achieved while drilling, we will continue to combine it with reservoir …

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Geotechnical Evaluation of Basalt Rocks: A Review in the …

Basalt rocks are a common geological formation that plays a crucial role in various engineering applications, such as construction, infrastructure development, and geotechnical engineering.

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On a Deep Learning Method of Estimating Reservoir Porosity

College of Geoscience and Surveying Engineering, China University of Mining and Technology (Beijing), Beijing 100083, China ... the GRU neural network is used to identify the nonlinear mapping relationship between logging data and porosity parameters. The application results in an exploration area of the Ordos basin show that …

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The analysis and application of granular backfill material to …

In China's northwest coal mining area, the excavation of shallow buried thick coal seams has caused serious damage to the phreatic water layer and induced deterioration of the ecological environment. Backfilling is a basic method of controlling the loss of groundwater and reducing surface subsidence. In order to reduce the porosity of …

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Seismic rock-physics linearized inversion for reservoir …

Download: Download high-res image (1MB) Download: Download full-size image Fig. 1. Comparison between the exact (solid blue curves) and linearized (dash red) rock physics models for the V P as a function of (a) aspect ratio, (b) porosity, and (c) saturation; for the V S as a function of (d) aspect ratio, (e) porosity, and (f) saturation. …

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Identification of Porosity and Permeability While Drilling …

The predictions of porosity and permeability from well logging data are important in oil and gas field development. Currently, many scholars use machine …

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Data mining and machine learning for porosity, …

The work focuses on predicting total porosity, hydrocarbon saturation, and Vs, which is often missing in wells and expensive to acquire, but crucial in AVO analysis.

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Applications of muon absorption radiography …

The density of a grain is in the range of 2.4÷2.5 g cm 3 and the porosity is in the range of 50÷60%. ... Muography and Its Potential Applications to Mining and Rock Engineering, Rock Mechanics and …

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Engineering Geology Methods and Application Areas

Engineering geology is defined by same engineering problems, geologic problems solved to use of application of geological knowladge. ... Soil composition: The composition of soil determines its properties, such as density, porosity, permeability, and strength. The soil composition is affected by the size and shape of the soil particles, as …

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Porosity prediction in tight sandstone reservoirs based on a …

By integrating advanced machine learning techniques with seismic data analysis, this method provides new approaches and ideas for wide-area porosity …

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Impacts of interactions with low-mineralized water on …

The observed changes in porosity across the samples were relatively minor compared to the reductions in permeability but were nonetheless consistent across all …

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An optimized XGBoost method for predicting reservoir porosity …

However, because there are few coring wells in oilfields, the obtained data samples are limited, so the application of deep learning for porosity predicting also has some limitations. 1.2. Research objectives and contributions. Machine learning is an extremely efficient data mining method.

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Machine Learning Assisted Prediction of Porosity and …

The workflow involves data preprocessing, label extraction, training, and prediction using the segmented images of the rock to predict porosity, throat area, and …

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Three-Dimensional Scaffolds for Tissue Engineering Applications…

Introduction. T hree-dimensional (3D) scaffolds are commonly used for drug delivery, 1,2 investigation of cell behavior and material studies in the field of tissue engineering. 3–5 Three-dimensional scaffolds are typically porous, biocompatible and biodegradable materials that serve to provide suitable microenvironments, that is, …

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