Identification of coal and gangue is one of the important problems in the coal industry. To improve the accuracy of coal gangue identification in the coal mining process, a coal gangue identification method based on histogram of oriented gradient (HOG) combined with local binary pattern (LBP) features and improved support vector machine (SVM) was proposed. First, according to the actual ...
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Abstract. Deep learning is an effective way to improve the classification accuracy of coal images for the machine visionbased coal sorting. However, the related research on deep learningbased ...
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Coal gangue is a kind of industrial waste in the coal mine preparation process. Compared to conventional manual or machinebased separation technology, visionbased methods and robotic grasping are superior in cost and maintenance. However, the existing methods may have a poor recognition accuracy problem in diverse environments since coals and gangues' apparent features can be unreliable ...
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Addressing these challenges, this work introduces an algorithm based on the reflectance spectrum of coal and machine learning. This method approach facilitates the rapid and accurate classification of coal types through the analysis of coal spectral data. First, the reflection spectra of three types of coal, namely, bituminous coal, anthracite ...
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Download scientific diagram | a Cutting action of continuous miner machine; b gradual wear of conical picks; c 14 CM series continuous miner machine (courtesy: joyglobal) from publication ...
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Introduction to Mining MNC:200 (Underground Coal Mining) Classification of UG Coal Mining Methods: 1. ... Coal Cutting Machine : 8. Universal Drilling Machine. SIDE DUMP LOADER Capacity Production 120 Tonnes/day For seams of 1 in 5 gradient and flatter Thickness of m to m 10.
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The reason why machine learning can handle these variations and classify them as one group is because of their generalisation capability (Kawaguchi et al., 2017). Machine learning aims to abstract the training samples in a statistical manner to incorporate the dynamic changes of these statistical features.
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cutting chain on cutter bar and effect forward movement of machine. Advances cutter bar into working face to cut coal and repeats operation to make other cuts across or down side of working face as desired. Lubricates, adjusts and makes minor repairs to machine as required. Driller Machine; Machine Runner Driller, Jack Hammer drills ...
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Only a slope stability coefficient of can guarantee to maximize the recovered retained coal resources while maintaining safety. Substituting FS = into Eq. ( 12) yields m as the ...
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Highlights Online monitoring of particle size changes of coal material on process streams. Textonbased representation is used to characterize texture of coal particle images. Classification models of images with different coal particle sizes are developed. Texton features more discriminative than secondorder and other baseline features. Use of support vector machines significantly improved ...
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coal classification, any of various ways in which coal is grouped. Most classifications are based on the results of chemical analyses and physical tests, but some are more empirical in nature. Coal classifications are important because they provide valuable information to commercial users (, for power generation and coke manufacturing) and to researchers studying the origin of coal.
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7 likes, 0 comments sprintsai on November 23, 2023: "Are you passionate about Artificial Intelligence (AI) and Machine Learning (ML)? Do you want to ..." Sprints on Instagram: "Are you passionate about Artificial Intelligence (AI) and Machine Learning (ML)?
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Semiautomatic cutting machine. Fully automatic cutting machine. 1. Manual cutting. Hand scissors are used for cutting fabric plies manually. Hand scissors are not machines but very useful cutting equipment. Factories may have semiautomatic and fully automatic machines for fabric cutting, but can't avoid use of hand scissors in cutting section.
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Introduction. Coalrock interface detection (CID) is one of the critical technique associated with unmanned mining. With the aid of CID system, the shearer is capable of automatically adjusting the height of the cutting drum, which helps to increase the extraction rate of coal resources, decrease the rock content, reduce wearing of the cutting teeth, and avoid gas explosion [1].
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Introduction. In coal power plants, classification of coal particles in a classifier after the pulverization process is important. A highquality classification can guarantee the delivery of standard PF efficiently, which results in not only primarily reducing the loss of unburned carbon, but also decreasing the slagging potential in the furnace [1].
WhatsApp: +86 18838072829![Drilling Machine [Parts, Types, Tools, Operations] with PDF](/806kvze/275.jpg)
The drilling machine is defined as a machine which is used to make a circular hole, a tool used to drill the holes of different size and other related operations using a drill bit.. The drilling machine is one of the most important machines in a workshop. As regards its importance it is second only to the lathe were drilled by the Egyptians in 1200 about 3000 years ago by ...
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worked by a coalcutting machine. Sekula et al. (1991) and Krupa et al. (1993a,b, 1994) ... In this paper the development of a new rippability classification system for coal measure rock based on ...
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11. CoalCutting Machine (CoalCutter): In this chapter a brief discussion will be made on use of electrical engineering in coalcutting operation. There are three types of coal cutting: (1) Shortwall, (2) Longwall and (3) Arcwall. (1) The Shortwall type coal cutter is a two section machine with driving motor and switch housed in the front ...
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Coal and gangue classification is a key problem in automating the task of gangue picking during the preparation of coal. Four coal properties, namely raw coal with a dry clean surface, a wet clean surface, a dry surface covered by slime, and a wet surface covered by slime, are frequently encountered in real situations.
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To accurately classify the CBL level, the supportvectormachine (SVM) method was introduced in this paper, and the dynamic failure time (DT), elastic energy index (WET), impact energy index (KE ...
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Surface miner, a coal cutting machine, has broad application in Indian opencast coal mines. The relationship between the coal production and the input provided for the same defines the productivity of the surface miner. ... Dey K, Ghose AK (2011) Review of cuttability indices and a new rockmass classification approach for selection of surface ...
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A coal cutting machine (CCM) is to make a groove or cut 2 meter to meter in depth 125cm to 175cm height at a coal face. The cut is across the whole width ... Classification of Coal Cutting Machine (CCM): 1) Depending upon the Position of Cut a) Under cutting coal cutting machine (CCM): It gives cut at floor level
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Fully mechanized LTCC mining method is a good recovery for ultrathick coal seams especially seams above 7 m. Developing technologies increases the recovery rate for LTCC more than working in slice panels (Wang et al. 2015).Different drawing alternatives effect the recovery rate of the top coal as also outlined by Wang et al. (), and it proposed that one cutting and one drawing working ...
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Thi s type of mining uses some of the largest machines on earth, including bucketwheel exc avator s which can move as much as 12,000 cubic meters of earth per hour .
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Classification of coal and gangue under multiple surface conditions via machine vision and reliefSVM. ... of coarse coal. Aldrich used machine vision systems to measure particle size distributions of coal on a conveyor belt [9]. Perez et al. presented a new method to improve rock classification via digital image analysis, mutual information ...
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Among them, clustering models can cluster coal samples into several clusterings only by coal spectra; classification models can classify coal with labels into different categories; and the regression model can give quantitative prediction results for proximate analysis indicators.
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14 UNITII Different types of cut 15 UNITII Different parts of CCM 16 UNITII Cutting gear arrangements of chain 17 UNITII Introduction of continuous miner 18 UNITII Different types of mechanical Loaders 19 UNITII Drills for coal and stone 20 UNITII various types 21 UNITII jumbo drill 22 UNITIII Electric Power Supply: Types of cables used in mines 23 UNITIII Permanent cable, Different ...
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The toplevel architecture of 5G+ intelligent coal mine systems combines intelligent applications such as autonomous intelligent mining, humanmachine collaborative rapid tunneling, unmanned auxiliary transportation, closedloop safety control, lean collaborative operation, and intelligent ecology.
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