Aims The objective of this paper was to develop a method based on infrared spectroscopy to compare mineral content in soils and apply it to evaluate soil mineralogical variations in pairs of interpatch and patch soils in a semiarid area. Methods Mixtures of several minerals were analyzed by infrared spectroscopy, the second derivative of the spectra was calculated and the spectra normalized ...
The 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 ...
Prevention and control of coal spontaneous combustion are key to coal mining and storage. Existing technologies for the detection of coal spontaneous combustion have limitations, but coal spontaneous combustion creates some serious disasters in areas of the world where coal mining and/or storage exists. New technologies to detect coal spontaneous combustion are urgently needed to reduce the ...
Strain Gauges Strain gauges are used to measure the stress and strain on various structures, such as the roof and walls of a coal mine. These sensors can detect small changes in the structure's deformation, which can indicate potential caveins or collapses.
Sensors and monitoring systems for mining applications. Sensorbased detection and monitoring solutions for the mining industry include: Level measurement sensors and vibrating wire sensors to monitor underground mine stability. Magnetic susceptibility meters and spectrometers for detecting wear and tear in mining machinery.
The coal mine wind shaft is an important ventilation channel in coal mines, and it is of great significance to ensure its longterm safety. At present, the inspection of wind shafts still depends on manual work, which has low reliability and high risk. There are two main problems in the shaft wall detection of ventilation shafts: (1) The humidity and dust concentration in ventilation shafts ...
FS21 Advantages. Affordability: Five to ten times more affordable than any competing device. Ease of use: Installation takes 30 seconds and a single battery charge lasts a full year. Accuracy: Measures air temperature, air humidity, soil moisture (10, 20 and 30cm) and soil temperature (10, 20cm) Key Advantages. Farm21.
Surface methods, however, require that the mineralisation will be close to the surface, and the truth is that most of the ore deposits that satisfy that requirement have already been found. This is where geophysical methods come into place. Gravimetric, magnetic and seismic studies probe the earth below the surface and may provide exploration ...
Keywords Coal Mine Index Surface Coal Mining Coal Dump Region Coal Quarry Region Morphology Opening Mine Water Body Single Class SVM Bare Soil Index Download conference paper PDF 1 Introduction Surface mining is a widely used excavation technique, even though it has different adversities in the environment, ecology, and society.
Accurate numbers are more difficult to find in a global context, but some sources estimate that up to 12,000 miners die each year in mining accidents, mostly in coal mines.
The classification results of six types of soil in the test set based on support vector machine and convolutional neural network by random method (1 orchard, 2 woodlands, 3 tea plantations, 4 farmlands, 5 bare lands, and 6 grasslands): (a) 1/3 proportion, (b) 1/4 proportion, and (c) 1/5 proportion.
Thermal infrared remote sensing technology is widely used for the identification of coal fire areas, peatland combustion, forest fire, etc. [10,11]. Typically, the first step of this technology to detect coal fires is to invert the surface temperature, and then certain rules are utilized to extract the thermal anomalies on the land surface.
The main goal of the work was to determine whether a radarbased system could be used to detect coalrock interfaces in order to establish a suitable mining horizon within the coal seam.
All of this data is analyzed by computer program algorithms, which in turn is analyzed by engineers or trained vibration analysts to determine the health of the machine and identify possible impending problems like looseness, unbalance, misalignment, lubrication issues and more. Vibration analysis can detect problems such as: Imbalance.
Online and AtLine elemental analyzers are used to measure the composition of coal in realtime and proactively address process variations to ensure more consistent coal blends. The analyzer mounts around an existing conveyor belt or adjacent to a main conveyor with an inline coal sampling unit to continuously monitor coal quality.
Panel A coal mining block that generally comprises one operating unit. Panic bar A switch, in the shape of a bar, used to cut off power at the machine in case of an emergency. Parting (1) A small joint in coal or rock; (2) a layer of rock in a coal seam; (3) a side track or turnout in a haulage road.
Longwall Miner. Twenty percent to 30 percent of mined coal underground is from longwall mining. This is performed by a mechanical cutter that shears coal off from a panel on the seam. The panel being worked on may be up to 800 feet in width and 7,000 feet in length. Mined coal is deposited onto a conveyor that moves the coal to a collection area.
Further, a change detection technique is used to detect active, new, and closed surface coal mines in a region. Detected closed mines are further analysed to evaluate reclamation of that region.
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 multiscale Retinex (MSR) image enhancement algorithm is proposed to improve the captured image quality of the belt conveyor line. An ...
Vast domains including Machine Learning and Deep learning are core part of AI (Patel et al., 2020a, Patel et al., 2020b; ... Soil moisture sensors use one of the several technologies used to measure the soil moisture content. ... UAVs could be used in order to detect abnormalities and identify potential problems. Psirofonia et al. (2017) 3.
[28] used a Convolutional Support Vector Machine (CSVM) network to classify buried objects, shape type, and soil type in GPR B scan images. Liu et al. [29] used deep learning to process GPR data of concrete and achieved nondestructive detection and localization of steel bars in concrete. The abovementioned studies showed the feasibility and ...
The Global Carbon Project updates its dataset annually with data on global and national CO 2 emissions, extending back to the year 1750.. We present our data for three key metrics: 'Fossil CO 2 emissions', which includes all emissions from the consumption of fossil fuels (from coal, oil, gas and flaring) plus direct industrial emissions from cement. It does not include emissions from land ...
Automation is a game mechanic that enables players to automate parts of their bases to run without needing to interact with control panels, move resources, or turn power on or off. It could help with automating the production of any resource, item, or machine. Common examples of factories made with this automation are Nanocarbon Alloy and Hydrazine factories, though they can achieve almost ...
In the search for new sources of oil and natural gas, energy companies are guided by evidence gleaned from huge arrays of data gathered by sending sound waves deep into the ground. At MIT's Computer Science and Artificial Intelligence Laboratory (CSAIL), experts in machine learning and computer vision are developing mathematical tools that ...
The geological transparency of working face is the premise and guarantee to realize the intelligent and accurate mining for coal large number of gas drainage holes, water exploration holes and other boreholes are constructed before and during coal mining. In this paper, the borehole radar (BHR) is used to detect the coal bedding interface in boreholes along the coal seam.
The coal face is dug out, but pillars of coal are left behind to keep the tunnels open and support the roof. Machines called continuous miners are used to remove the coal. The coal is loaded onto conveyor belts and taken up to the surface for further crushing. A machine called a continuous miner at work at the coal face. Room and pillar mining
Soil is a fundamental element for food production and other needs of the global population. Optimizing natural resources is a crucial aspect of supplying the growing population with food [].One significant element in cultivation is soil moisture, which regulates the flow of water and energy from the atmosphere to the field [].Soil moisture is the quantity of water in the soil expressed as a ...
07 Sep 2020 Scientific Data TL;DR: A new data set of mining extents derived by visual interpretation of satellite images is presented, consisting of 21,060 polygons that add up to 57,277 km 2, covering all mining aboveground features that could be identified from the satellite images.
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