The detection speed achieved was 25.64 frames per second. However, the extensive use of depthwise separable convolutions led to decreased recognition accuracy, with a precision rate of only 92.8%. With the rapid development of high-speed belt conveyors, there is a need for faster frame rates to capture clear images.
While the effectiveness of conveyor belts can be taken for granted, ineffective belts can severely undermine productivity at mine sites. The World Coal Association estimates that over 7,200 million tonnes of hard coal are produced worldwide, all of which will need transporting around mining operations, either for processing or …
Lianhang, X. & Hunjun, L. Analysis on breaking causes of middle Pans of scraper conveyor in fully-mechanized high cutting coal mining face. Coal Sci. Technol. 42(04), 126–128 (2014). Google ...
The heap material for the conveyor is coal, so some properties of the coal are given in Table 1. Transportation capacity of the belt conveyor is 500 tons per hour and velocity is 1,75 …
In this study, the relationship between the operation speed and the occurred stresses on the designed coal mine conveyor was analyzed with DEM and FEA methods. The forces act on the conveyor belt system were obtained through DEM and these forces were applied to get structural effect of the coal and operation speed.
The improved YOLOv5 algorithm can provide a reference for the accurate recognition of targets in a complex underground environment and is better than SSD, Y OLOv3, and YOLov5. The belt conveyor is the main equipment for underground coal transportation. Its coal flow is mixed with large coal, gangue, anchor rods, wooden …
Scraper conveyor is the most important transportation equipment in the comprehensive mining equipment, and the chain drive system is its core subsystem, its dynamic characteristics will significantly affect the efficiency of coal transportation in the comprehensive mining face. In this paper, the dynamic characteristics of chain drive …
The belt conveyor is an important transportation equipment in the coal mine. The environment of a coal mine underground is complex, and the coal flow of the belt conveyor is mixed with large coals, gangues, anchor rods, angle irons, wood, and other foreign objects [1,2].If these foreign objects are not cleaned in time, they will easily …
Abstract. The higher demands for control system of the belt conveyor in coal mines were analyzed and a control system based on PLC was developed. The control strategies of speed regulating and power balance of multi-motor drive were discussed in detail. Considering speediness and stability of speed regulation, a control strategy with …
In the process of coal mining, a conveyor belt control system also needs to be closely integrated with modern industrial systems and information systems, which greatly improves its work efficiency. ...
Click to Request a Quote or call us at 843.519.1651. Montague Legacy Group constructs custom conveyor systems for coal handling with low power consumption and maintenance. Our systems can transfer coal for medium to large capacity plants and be easily transferred unlimited distances. Call Montague today to learn more!
Abstract: This paper studies the characteristics and design concept of low-speed high-torque direct-driven PMSM with fractional-slot concentrated winding used in coal mine belt conveyor system. The fractional slot concentrated winding PMSM with high efficiency, high power density and simple windings type is used widely, and more attention is paid …
Twelve coal samples of 20 kg were collected from each of the four operating mining sections and conveyor belts. They were tested for their mechanical and chemical properties. The results show that coal from section SM 3/1 is the most brittle, with a value of 31.25%, while the coal from section SM 4/5 is the least brittle, with a value of 15.5%.
The major development, apart from self-advancing supports, allowing high production longwalls to evolve was the "Armoured Face Conveyor or AFC" which was originally developed in Germany and was frequently (less so nowadays) referred to as a "Panzer" conveyor. Essentially an AFC is a one-sided trough scraper conveyor, the second side …
Large foreign object transporting by coal mine conveyor belt may lead to production safety hazards. To reduce safety accidents during coal mining, a large foreign object detection method based on machine vision is proposed in this paper. An adaptive weighted multi-scale Retinex (MSR) image enhancement algorithm is proposed to …
Scope. Design, manufacture and supply of four underground conveyor systems. An underground 'sizing & splitter transfer station' capable of joining three existing coal mines and enabling coal divergence from Mine A to either the coal preparation plant of Mine B via the Mine B conveyor clearance system and winder, or the Mine C coal clearance …
Raw coal is cash flow for the mine and a 3-million ton-per-year operation can lose as much $15,000/hour when its mainline conveyor goes down. Programs that optimize costs and maintain availability are essential in today's business climate.
The width of the conveyor belt is 0.8m and the length is 12m. The speed of the conveyor belt can be adjusted using a frequency converter, with a maximum speed of 3.0m/s, which is similar to the actual speed in a coal mine. The conveyor adopts triple trough rollers, and the distance between the vertices of the side idlers is 0.78m.
Energy saving control method of electrical drives in coveyor belts with regulated speed in surface brown coal mine January 2008 Archives of Mining Sciences 53(2):319-329
The fire-retardant underground conveyor belts we carry comply with MSHA, CAN and ISO standards to protect workers and physical assets from harm. Most underground conveyor belts are narrow and run at high speed for maximum capacity. However, for operations that can use greater widths Depreux conveyor belts are …
As one of the main energy production and supply sector in China, the coal industry consumes huge energy during the period of coal mining. In 2016, the power consumption of coal mining and coal preparation is as high as 84.704 billion kWh [1]. The high energy consumption of coal mining brings serious environmental pollution issues [2].
Belt Structure. The DELTA or DELTA CFW belt textile carcase is made up of layers of fabric, from 2 to 5 (or more) plies. Each of these is separated by a rubber layer. This «sandwich» structure enables …
A large conveyor belt with the capacity of 37,500 t/h and speed of 7.4 m/s has been applied in one open pit mine of Germany [ 1 ]. Compared with foreign countries, the …
The control strategy and algorithm adjust the running speed of the belt conveyor accurately according to changes in the material flow rate, thus reducing damage of frequent speed regulation to the belt …
BSFH 520 Braking System Mining & Aggregate SOBO Brake Control. Syntron Material Handling, a leading mine conveyor OEM, needed a complete braking system for use on two downhill longwall panel conveyors at the Deserado Coal Mine located near Rangely, Colorado. Each conveyor is approximately 14,500 ft. long with 725 ft. of drop from tail to …
NEPEAN Conveyors are the large scale mining conveyors projects arm of NEPEAN Mining, a division of NEPEAN, Australia's largest privately owned engineering, mining services and industrial manufacturing organisation.. NEPEAN Conveyors, NEPEAN Power and NEPEAN Longwall provide an extensive portfolio of products and services to …
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WEBIn order to reduce the high electricity cost of the belt conveyor system in a coal mine, a virtual energy storage model of the belt conveyor system is proposed …
environment of a coal mine underground is complex, and the coal flow of the belt con‐ veyor is mixed with large coals, gangues, anchor rods, angle irons, wood, and other for‐ eign objects [1,2]. If these foreign objects are not cleaned in time, they will easily get stuck and even cause a tear in the conveyor belt, affecting normal mining of ...
Abstract: Due to the high noise and complicated scene of the visual scene of the coal mine conveyor belt, the foreign body recognition for the conveyor belt image needs to be more efficient. In this paper, we introduce a method for coal and foreign body recognition in coal mine conveyor belt images, based on Principal Component Analysis Network (PCANet) …
Safety Topic: Conveyor Systems. Conveyor systems are an important method of material haulage at many surface and underground mines. They range from a single belt to a series of belts spanning miles. All conveyor systems have inherent dangers while in motion. Conveyor safety at surface mines Fatal accidents related to working near, inspecting ...
Consider Belt Speed: The speed of the conveyor belt should match the operational requirements of the coal mine, ensuring efficient coal transport …
The algorithm assures detection accuracy while increasing detection speed, satisfying the requirements for large foreign object detection on belt conveyors in coal mines. An algorithm based on the YOLOv5 model is proposed to address safety incidents such as tearing and blockage at transfer points on belt conveyors in coal mines caused …
Two new Illinois Basin installations were engineered for high-performance by steve fiscor, editor Successful coal operators know the importance of well-designed conveyor systems. They also know the …
Two 20 MW conveyors are used to transport the ore to the surface, over-coming a significant elevation change of about 1000 meters. The second conveyor feeds into a …