However, online detection of the coal content in gangue is currently unfeasible. A high coal content in gangue not only leads to a decline in the yields of clean coal but also reduces the economic benefits of an enterprise. Usually, coal content in gangue is measured by sampling and the float-sink test; this requires considerable time …
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Detecting coal-carrying rate in gangue based on binocular machine vision and particle queuing method
Machine vision methods based on visible light are widely used in the coal preparation field. Zhang et al. proposed an image analysis-based method for ash content prediction [7] and density fraction prediction [8] of coarse coal. ... When the gangue density is higher than 1.8 g/cm 3, ME and RA are set to 0.05 and 50%, respectively, thereby ...
Request PDF | On Oct 16, 2018, Ziqi Lv and others published Research on methods to differentiate coal and gangue using image processing and machine learning | Find, read and cite all the research ...
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A fractal dimension method to differentiate the surface roughness of coal and gangue was proposed [9]. Based on the above characterization methods, classification models such as support vector ...
To solve the problem of online detection of coal-carrying rate in gangue, an approach based on particle queuing and binocular machine vision was proposed. First, a queuing device was applied to ...
Request PDF | On Apr 8, 2020, Zhiqiang Xu and others published Machine vision recognition method and optimization for intelligent separation of coal and gangue | Find, read and cite all the ...
A coal gangue image recognition method based on complex conditions is proposed to address the current issue of image-based coal gangue recognition being greatly affected by complex conditions. First, complex conditions such as different shooting backgrounds, shooting distances, and lighting intensities are set to simulate the …
ference between tailing and gangue is in the particle size range. The order of magnitude of the tailing particle size is in μm, while the order of magnitude of gangue is in mm. The dierence in particle size will cause huge dierences in Digging and anchoring machine Transshipment mechanism Retaining wall Filling pipeline Filling pipeline roadway
In order to find the influence factors on coal and gangue separation, the article put forward an optimization design based on a support vector machine (SVM) and orthogonal experimental method. The crushing rates of coal and gangue were chosen as investigation target, and a comprehensive analysis was made for the coal gangue …
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Su et al. [19] studied the influence of thermal activated coal gangue powder on the compressive strength of concrete, and found that at 800 °C, the compressive strength of concrete prepared using 15 wt% thermal activated coal gangue powder is 5.94% lower than that of pure cement concrete, and 20.17% higher than that of ordinary …
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Coal gangue image recognition is a critical technology for achieving automatic separation in coal processing, characterized by its rapid, environmentally friendly, and energy-saving nature. However, the response characteristics of coal and gangue vary greatly under different illuminance conditions, which poses challenges to the stability of …
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écraser. vt. [+objet] to crush. Écrasez une gousse d'ail. Crush a clove of garlic. [+piéton] to run over. se faire écraser to get run over. Regarde bien avant de traverser, sinon tu vas te faire écraser. Look carefully before you cross or you'll get run over.
These coal-gangue-extracted eigenvectors further underwent categorization by means of bringing in the classification model like support vector machine and artificial neural network [7, 8]. The ...
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Gangue sorting is an important part of coal production, which is to choose gangues from coal blocks. At present, most of the separation of large gangues is selected by hand selection in China. The labor intensity of the workers is large, the production efficiency is low, and the working environment is bad, which seriously affects the physical and mental …
écraser. vt. [+objet] to crush. Écrasez une gousse d'ail. Crush a clove of garlic. [+piéton] to run over. se faire écraser to get run over. Regarde bien avant de traverser, sinon tu vas te faire écraser. Look carefully before you cross or you'll get run over.
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Experimental results indicate that the method proposed in this article can be used to recognize coal and gangue more effectively (at a rate up to 95.12%), compared to the conventional image processing recognition method. ABSTRACT This article proposes a method that can be used to improve the differentiation of coal and gangue via image …
Fig. 1 compares the surface state differences of coal and gangue in various situations based on the proposed model. In the ideal laboratory environment, the light intensity is high, the coal and gangue image acquisition process is simple, and the camera receives more light signals, so it is easy to distinguish coal and gangue; however, in the …
DOI: 10.1016/j.powtec.2019.09.007 Corpus ID: 203128673; Classification of coal and gangue under multiple surface conditions via machine vision and relief-SVM @article{Dou2019ClassificationOC, title={Classification of coal and gangue under multiple surface conditions via machine vision and relief-SVM}, author={Dongyang Dou and …
To detect the coal-carrying rate in gangue, a new method based on three-dimensional (3D) image features and gray wolf optimization-support vector machine (GWO-SVM) was proposed.
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Underground pneumatic separation of coal and gangue is based on the machine vision system, that is an integrated technology using computer image processing technology and analysis technology to identify the target of various patterns of coal and gangue. Machine vision system of recognition coal and gangue can be divided into the …