WEBDec 1, 2002 · The influence of inhomogeneities due to the igneous intrusion over the strength and cuttability of the coal mass is complex. Presence of large number of ball coal (Chandra, 1992) and frequent bands of igneous intrusions in some of the Indian coal seams makes it very difficult to be worked by a coalcutting machine.
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WEBNov 20, 2022 · 1 INTRODUCTION. Intelligent and unmanned mining is an important development direction of coal mining enterprises in China (Kang, 2021; Shan et al., 2019; Wang et al., 2020).In this case, coalrock recognition is the core technology to realize intelligent shearer, which has become an urgent technical problem in the field of coal .
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WEBJan 12, 2016 · Shearers play an important role in fully mechanized coal mining face and accurately identifying their cutting pattern is very helpful for improving the automation level of shearers and ensuring the safety of coal mining. The least squares support vector machine (LSSVM) has been proven to offer strong potential in prediction and .
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WEBMar 1, 2023 · Machine learning is best suited to classifiion problems, and classifiion models that invert the structure of the coal body from logging data meet this requirement. In most studies, due to the overflow of computing power, the results of traditional machine learning algorithms are accurate, while neural networks waste .
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WEBThe National Coal Board (NCB) Film Unit is one of Britain's most substantial and longlasting industrial film units. The following is an informative film of how a longwall coal cutter works and how it strips coal from the face. Title – Operating A Longwall Coal Cutter. Nine out of ten machines used in cutting coal are longwall coal cutters.
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WEBRoof support at the face (the area where coal is actively mined) is intended to hold the immediate roof above the coal face. In modern mechanized mines, roof bolting is the most common method employed. Steel bolts, usually to 2 metres long and 15 to 25 millimetres in diameter, are inserted in holes drilled into the roof by an electric rotary drill .
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WEBApr 21, 2023 · Traditional coalgangue recognition methods usually do not consider the impact of equipment noise, which severely limits its adaptability and recognition accuracy. This paper mainly studies the ...
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WEBMar 1, 2021 · The JG machine injects binder materials into the soft mass using a slowly raising and rotating nozzle under high pressure. The coal mass reinforced by the jet grouted materials can maintain longterm stability in roadways. The mechanical properties of the raw coal are completely changed due to the cutting and erosion of the injected .
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WEBJun 27, 2023 · In this paper, the early warning identifiion results of coal pillar rockburst hazards are divided into four situations: danger (DAN), probable danger (CRI), probable danger (AN), and safety (NOR). The support vector machine classifier is extended from binary classifiion to a multiclass classifier. The classifier is constructed with n(n ...
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WEBDownload 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 publiion ...
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WEBJun 1, 2022 · Accordingly, eigenvectors of coal and rock images are computed based on thermal imaging cloud images from coal and rock cutting trials. The traditional recognition technology of coal and rock mainly adjusts the height of the drum of the coal winning machine by manually observing the state of coal and rock and listening to the sound.
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WEBConfidence machine based on support vector machine (CMSVM) was built and applied to the classifiion of coal samples via NIRS. Confidence machine is a probabilistic algorithm and instead of using hyper plane (SVM) to carry out the classifiion, using probability (CMSVM) turned to be more effective which had % of the samples .
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WEBMar 1, 2023 · The recognition of cutting state of coalrock is the key technology to realize "unmanned" mining in coal face. In order to realized realtime perception and accurate judgment of coalrock cutting state information, this paper combined the field test sampling, construction technology of complex coal seam, virtual prototype technology, .
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WEBClassifiion of water cutting. Water cutting can be divided into different egories based on various factors. These include: ... characterized by the emergence of a large number of highpressure waterjet coal mining machines, cutting machines, and cleaning machines; and the rapid development of highpressure waterjets since the 1980s ...
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WEBMay 1, 2022 · In coal seam with coal and rock interface, the pick cutting coal seam is equivalent to the coal seam existing between pick and rock seam, coal seam is easily squeezed then produces caving broken, and not produce extrusion load cumulative, so cutting load will be smaller. Table 4. Cutting load statistics comparison under different .
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WEBApr 18, 2019 · Abstract. This chapter describes the process of coalifiion, which gradually turns plant debris into coal, involving heat, pressure and the effects of time. Chemical changes during peatifiion and coalifiion are described, and also structural changes in coal during coalifiion are covered (cleats and their development).
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WEBDec 8, 2023 · During the extraction and processing of coal, a large amount of solid waste, collectively known as gangue, is produced. This gangue has a low carbon content but a high ash content, accounting for approximately 15 to 20% of the total coal yield. Before coal is used, coal and gangue must be effectively separated to reduce the gangue .
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WEBJun 1, 2023 · The Coal Mine Roof Rating (CMRR) is an essential input parameter for roof support design. The current manual calculation process brings evident subjectivity in selecting rock mechanical properties, roof unit classifiion, and fracture spacing calculation, which is needed for CMRR calculation. In this paper, stateoftheart .
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WEBThe FBS is installed on continuous miners and pulls dustladen air from the face through ductwork on the machine. ... Jankowski RA (1984) Use lower shearer drum speeds to achieve deeper coal cutting. Min Eng 36 (3):251–255 [Google Scholar] 19. BCR National ... Collins HPR (1984) Classifiion of progressive massive fibrosis of coal miners ...
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WEBThis method uses an industrial camera to collect the dynamic coal quantity images of the conveyor belt irradiated by the laser transmitter and a DenseVGG network for dynamic coal classifiion is established by the VGG16 network, and the dynamic classifiion performance of the method is verified through the experimental platform. Realtime and .
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WEBOct 10, 2000 · IV Jeffrey chain coal cutting machine Authors. J. W. Bragg Downloads PDF Published . Issue Vol xx, 1904/05 Section Plates Developed By Open Journal Systems Information. For Readers For Authors For Librarians
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WEBAug 15, 2023 · 1. Introduction. Coal shearer cutting teeth, which are composed of a tooth head and a tooth body, are often used in footing excavation, such as coal mining and roadway excavation [1].Cemented carbide is the most commonly used tooth head material, while 40Cr, 42CrMo, and 35CrMnSi are the most commonly used tooth body materials .
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WEBJun 12, 2022 · The class labels of collected coal and gas outbursts sample data may be wrong, if these collected sample data are directly used for outbursts classifiion, the accuracy and efficiency are very low. In this paper, a novel hybrid model that integrates fuzzy cmeans clustering based on isometric mapping feature extraction and Bayesian .
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WEBDOI: / Corpus ID: ; Multiattribute failure analysis of coal cutting picks on longwall shearer machine article{Eshaghian2020MultiattributeFA, title={Multiattribute failure analysis of coal cutting picks on longwall shearer machine}, author={Omid Eshaghian and Seyed Hadi .
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WEBMay 13, 2021 · Introduction. Coal and gas outburst is a lump of typical coal and rock. dynamic disaster in the process of coal mine production, which has become a key problem affecting the safety of coal ...
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WEBJan 13, 2022 · The classifiion of rock and coal on ribs has been applied for shearer horizon control at longwall mining face. It provides the information for the shearer to adjust the cutting drums. An automated shearer will cut the coal and stay inseam without the need for human intervention . Besides knowing the shearer's loion, direction, and ...
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WEBSearch Query for FOIA ERR: A A. +A A +
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WEBJul 3, 2023 · Machine learning and multivariate data analysis techniques are increasingly relied upon to provide new and deeper insight into the formation, behavior, classifiion, and engineering of coal, coal mines, and unconventional energy resources. This special issue will highlight cuttingedge approaches, both and basic and applied, to develop .
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WEBRotary Coal Cutting Machine, glass negative. Advert for Gillott's Improved "Gillot and Copely" rotary CoalCutting Machine. John Gillott and Son, Lancaster Works, Barnsley. Make a specialite of coalcutting machinery; machines for coal holing.
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WEBGartsherrie Coal Cutting Machine Graces Guide. Registered UK Charity (No. 115342) Grace's Guide is the leading source of historical information on industry and manufacturing in Britain. This web publiion contains 163,040 pages of information and 245,598 images on early companies, their products and the people who designed and built them.
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WEBIn this research, two groups of seismic events with a minimum local magnitude (ML) of −3 were observed in an underground coal mine. They were respectively loed around a dyke and the longwall face. Additionally, two types of undesired signals were also recorded. Four machine learning methods, random forest (RF), support vector machine ...
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WEBAug 15, 2017 · The classifiion based on machine tool components is helpful to understand the energy consumption of each component and adopt energysaving measures for the high energyconsuming components. 3. ... The incorporation of embodied energy of cutting insert on the machine tool energy consumption is shown in Fig. 8. At relative .
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WEBTo start with, the cutting machine has to cut into the face after each slice is taken to line itself up to cut the next web. It is incapable of cutting at right angles to the face, so has to be eased in at an angle. This is achieved by "snaking" the AFC on which the shearer travels, so that the cutter drum can cut a wedge shaped section of coal ...
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WEBDec 1, 2002 · Drag bit cutting tests were conducted primarily to determine bit forces encountered in Indian coal types (having a wide range of compressive strength and hardness) by Singh et al. [26], with a view to enabling the design engineers to estimate the performance of excavating machines in different coal seams.
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WEBJun 1, 2022 · The eigenvectors are constructed by using m+n = 3 order Krawtchouk moment invariants, and then the wavelet support vector machine is used to classify the coal rock images. Part of the classifiion results is shown in Table 3 (K). For evaluation and comparison, the Hu moments and Zernike moments are respectively applied to the .
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