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Predictive Modeling of Conveyor Belt Deterioration in Coal Mines Using AI Techniques
EnergiesConveyor belts are vital for material transportation in coal mines due to their cost-effectiveness and versatility. These belts endure significant wear from harsh operating conditions, risking substantial financial losses if they fail.
Parthkumar Parmar +3 more
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Research on the Dust Suppression Effect of Three Types of Baffles on the Particle Flow Horizontal Projectile Falling Process in Transverse Airflow [PDF]
E3S Web of Conferences, 2022 Industrial progress is the source of social development. As one of the important links in the industrial production process, industrial particulate transportation systems such as coal, cement, mineral materials and food transportation cause a large ...
Sun Hongfa, Li Zeyu, Long Jibo, Li Angui
doaj +2 more sources
Energy-Based Prognostics for Gradual Loss of Conveyor Belt Tension in Discrete Manufacturing Systems
Energies, 2022 This paper presents a data-driven approach for the prognosis of the gradual behavioural deterioration of conveyor belts used for the transportation of pallets between processing workstations of discrete manufacturing systems.
Mahboob Elahi +3 more
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FASTory assembly line power consumption data [PDF]
Data in Brief, 2023 Machine learning (ML) techniques are widely adopted in manufacturing systems for discovering valuable patterns in shopfloor data. In this regard, machine learning models learn patterns in data to optimize process parameters, forecast equipment ...
Mahboob Elahi +3 more
doaj +2 more sources
Condition-Based Conveyor Belt Replacement Strategy in Lignite Mines with Random Belt Deterioration
IOP Conference Series: Earth and Environmental Science, 2017 In Polish lignite surface mines, condition-based belt replacement strategies are applied in order to assure profitable refurbishment of worn out belts performed by external firms specializing in belt maintenance. In two of three lignite mines, staff asses belt condition subjectively during visual inspections.
Ryszard Blazej, Leszek Jurdziak
openaire +2 more sources
IOP Conference Series: Earth and Environmental Science, 2017 Magnetic diagnostic methods are used for steel cord belt condition evaluation since the beginning of 1970s. Initially they generated an analogue signal for several tens of centimetres of conveyor belts scanned sequentially with one measuring head in several cycles or the whole width of the belt at one time thanks to the installation of many measuring ...
Ryszard Blazej +3 more
openaire +2 more sources
Sensor-Based Diagnostics for Conveyor Belt Condition Monitoring and Predictive Refurbishment. [PDF]
Sensors (Basel)Rising raw material costs and complex global supply chains have reduced the durability and availability of conveyor belts. In response, condition-based maintenance (CBM) with in situ diagnostics has become essential. This case study from a Polish lignite
Błażej R, Jurdziak L, Rzeszowska A.
europepmc +2 more sources
Mining Industry Journal (Gornay Promishlennost), 2023 The deepening of open pits wich takes place nowdays leads to a deterioration in the operating conditions of mining and transport equipment in the system of cyclic technology with the use of autotransport, which leads to the inevitability of the ...
V. I. Galkin, E. E. Sheshko
semanticscholar +1 more source
TEM Journal, 2023 Belt conveyors represent efficient transport systems that are used for transportation of bulk materials across all industries. Their basic structural component is a conveyor belt.
Daniela Marasová, Jr., Ľ. Ambriško
semanticscholar +1 more source
Environmental noise management in the area of opencast mines [PDF]
Tehnika, 2017 Environmental noise constitutes a threat regarding disturbance and deterioration of quality of living. There are numerous sources of environmental noise, among others mine objects, traffic roads etc.
Lilić Nikola +4 more
doaj +1 more source