AIMC Topic: Coal Mining

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Use data augmentation for a deep learning classification model with chest X-ray clinical imaging featuring coal workers' pneumoconiosis.

BMC pulmonary medicine Jul 15, 2022
PURPOSE: This paper aims to develop a successful deep learning model with data augmentation technique to discover the clinical uniqueness of chest X-ray imaging features of coal workers' pneumoconiosis (CWP).
Anthracosis Coal Coal Mining Deep Learning X-Rays Pneumoconiosis Humans Prospective Studies
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Coal Mine Safety Evaluation Based on Machine Learning: A BP Neural Network Model.

Computational intelligence and neuroscience Mar 14, 2022
As the core of artificial intelligence, machine learning has strong application advantages in multi-criteria intelligent evaluation and decision-making. The level of sustainable development is of great significance to the safety evaluation of coal mi...
Artificial Intelligence Machine Learning Humans Neural Networks, Computer Coal Coal Mining
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Fuzzy Risk-Based Maintenance Strategy with Safety Considerations for the Mining Industry.

Sensors (Basel, Switzerland) Jan 7, 2022
Enterprises today are increasingly seeking maintenance management strategies to ensure that their machines run faultlessly. This problem is particularly relevant in the mining sector, due to the demanding working conditions of underground mines and m...
Fuzzy Logic Mining Coal Mining
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Online evaluation method of coal mine comprehensive level based on FCE.

PloS one Aug 16, 2021
An online evaluation method of coal mine comprehensive level based on Fuzzy Comprehensive Evaluation method (FCE) is proposed. Firstly, following the principles of fairness, systematicness and hierarchy, taking research and development, production, s...
Fuzzy Logic Risk Management Coal Mining Coal Industry Internet Algorithms Ecosystem Humans
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The use of surrounding rock loosening circle theory combined with elastic-plastic mechanics calculation method and depth learning in roadway support.

PloS one Jul 15, 2020
The objective is to study the design method of roadway support and provide technical support for coal mining and other mining methods that need deep roadway excavation. Through literature review, the occurrence, development mechanism and influencing ...
Geological Phenomena Mechanical Phenomena Landslides Pliability Coal Mining Engineering Deep Learning Elasticity Decision Support Techniques
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Fuzzy risk assessment for mechanized underground coal mines in Turkey.

International journal of occupational safety and ergonomics : JOSE Apr 11, 2018
The decision matrix method is preferred as a measure of risk evaluation considering the risk value obtained by two risk factors such as the likelihood and severity of a hazard. However, it has some deficiencies since a crisp risk score is assigned fo...
Risk Assessment Coal Mining Algorithms Fuzzy Logic Turkey Humans Risk Factors Safety Management Occupational Health
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Switching and optimizing control for coal flotation process based on a hybrid model.

PloS one Oct 17, 2017
Flotation is an important part of coal preparation, and the flotation column is widely applied as efficient flotation equipment. This process is complex and affected by many factors, with the froth depth and reagent dosage being two of the most impor...
Coal Mining Principal Component Analysis Humans Chemical Fractionation Support Vector Machine Wavelet Analysis
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Accuracy of land use change detection using support vector machine and maximum likelihood techniques for open-cast coal mining areas.

Environmental monitoring and assessment Jul 27, 2016
One objective of the present study was to evaluate the performance of support vector machine (SVM)-based image classification technique with the maximum likelihood classification (MLC) technique for a rapidly changing landscape of an open-cast mine. ...
Conservation of Natural Resources Humans Coal Mining Support Vector Machine India Probability Environmental Monitoring
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A Dynamic Health Assessment Approach for Shearer Based on Artificial Immune Algorithm.

Computational intelligence and neuroscience Mar 31, 2016
In order to accurately identify the dynamic health of shearer, reducing operating trouble and production accident of shearer and improving coal production efficiency further, a dynamic health assessment approach for shearer based on artificial immune...
Coal Mining Risk Assessment Humans Support Vector Machine Algorithms
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Predicting Pneumoconiosis Risk in Coal Workers using Artificial Neural Networks.

Puerto Rico health sciences journal Jun 1, 2025
OBJECTIVE: This study aimed to create a model to predict pneumoconiosis risk in coal workers using artificial neural networks (ANNs).
Male Middle Aged Neural Networks, Computer Adult Anthracosis Humans Risk Assessment Occupational Diseases Pneumoconiosis Coal Mining
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