This section discusses the feature classification methods used in the above literature. This study found three patterns of detection proposed in the CAD system of CWP. These are: classical methods, including computer and ILObased detection, traditional machine learningbased detection, and deep learning (CNNbased) detection.
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WhatsApp: +86 18037808511Industrialization has stimulated an increasing demand for coal resources. In this process, belt conveyors serve a crucial role in the coal industry [].However, belt conveyors are vulnerable to damages such as deviation, slipping, and tearing due to overload, lengthy transport distances, and foreign objects [].Realtime detection of large foreign objects on belt conveyors in coal mines and ...
WhatsApp: +86 18037808511Separation of coal and gangue. 3D laser scanning technology. Laser triangulation method. Laser beam segment. 1. Introduction. Gangue minerals accounts for between 15% and 20% of raw coal in China ( Qian et al., 2007 ). Indeed, as coal production has increased, so has gangue generation; by the end of 2009, the total amount of gangue produced ...
WhatsApp: +86 18037808511A detector that can only reliably detect a 3 mm sphere is said to have a lower sensitivity than one that can reliably detect a 2 mm sphere. SENSOR The metal detector component that first reacts to the presence of metal by emitting a voltage signal. The sensor usually consist of one or more coils. TRAMP METAL Unwanted metal in the product stream.
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WhatsApp: +86 18037808511Since the SEM uses an inverted logic (, coal detection occurs closer to 0 than 1), the logistic function in (6) serves as a complementary coal likelihood function: (6) L ¯ (w; c, a) = 1 1 + exp (− a (w − c)), a = log e (1 − ε) / ε min {c, 1 − c} Fixing ε at, SEM is left with only one free parameter c which represents the ...
WhatsApp: +86 18037808511The belt conveyor is the most commonly used conveying equipment in the coal mining industry. As the core part of the conveyor, the belt is vulnerable to various failures, such as scratches, cracks, wear and tear. Inspection and defect detection is essential for conveyor belts, both in academic research and industrial applications. In this paper, we discuss existing techniques used in ...
WhatsApp: +86 18037808511It is a small start, and a somewhat larger plant in Texas is in the works, but this is the typical scale of a DAC plant today. "We have a climate change problem and it's caused by an excess of CO2 ...
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WhatsApp: +86 18037808511The Matrix M5 is a significant improvement over existing machinemounted methane monitors available in the US coal market. It's ideally suited for coal or gassy mine or tunneling operations. Because of its unique sensor design, system software and beacon sensor monitoring technology, the M5 is more precise and maintains no "zero drift ...
WhatsApp: +86 18037808511Detection of coal fire is the premise to make firefighting plan and is of great significance for their efficient and economical extinguishing (Shao et al. 2017; Shao et al. 2014; Shao et al. 2016). Therefore, before attempting to extinguish coal fire, its location and underground extent should be determined as precisely as possible. Coal fire ...
WhatsApp: +86 18037808511Belt T ear Detection for Coal Mining Conveyors Xiaoqiang Guo 1, Xinhua Liu 1, *, Hao Zhou 1,2, Rafal Stanislawski 3, Grzegorz Kr ó lczyk 4 and Zhixiong Li 4
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WhatsApp: +86 18037808511At present, the portable carrier catalytic methane detection and alarm instrument for coal mine generally has many problems, such as high power consumption, short standby time, low detection accuracy, few parameters and single function, which can not meet the rapid development needs of mine safety. In this paper, a low power portable laser methane detection and alarm instrument based on ...
WhatsApp: +86 18037808511The coal mine advanced detection method for the heading machine according to claim 1, wherein the piezoelectric ceramic is a polarized barium titanate piezoelectric ceramic, a polarization direction is a direction vertical to a combination surface of the first piezoelectric ceramic piece and the second piezoelectric ceramic piece, a certain ...
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WhatsApp: +86 18037808511With the aim of solving the problem of coal congestion caused by big coal blocks in underground mine scraper conveyors, in this paper we proposed the use of a YOLOBS (YOLOBig Size) algorithm to detect the abnormal phenomenon of coal blocks on scraper conveyors.
WhatsApp: +86 18037808511Focusing on various problems in coal gangue detecting and recognising algorithms, such as limited receptive field, slow convergence rate and low accuracy of small particle recognition, this paper proposes a coal gangue detection and recognition algorithm based on deformable convolution YOLOv3 (DCNYOLOv3).
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