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17 pages, 641 KiB  
Review
Youth Social Action Interventions in Young People Aged Between 8 and 16 Years: A Narrative Review
by Cara Shearer, Kathryn M. Curran, Paula Carroll and Lawrence Foweather
Youth 2025, 5(1), 8; https://doi.org/10.3390/youth5010008 - 27 Jan 2025
Viewed by 398
Abstract
In recent years, youth social action has emerged as a novel concept which strives to empower young people, creating an engaged and socially aware youth population. The aim of this narrative review was to summarise, explain, and interpret international research evidence to understand [...] Read more.
In recent years, youth social action has emerged as a novel concept which strives to empower young people, creating an engaged and socially aware youth population. The aim of this narrative review was to summarise, explain, and interpret international research evidence to understand the effectiveness of youth social action interventions implemented with young people between the ages of 8 and 16 years. This study followed the General Framework of Narrative Reviews. Peer-reviewed studies published in the English language that explicitly addressed ‘youth social action’ or ‘social action’ within the title or abstract were identified by means of electronic searches on EBSCOhost (Education Research Complete, MEDLINE and Child Development and Adolescent Studies databases). Search terms included “Social Action” OR “Youth Social Action” AND population (Child* OR Youth OR Adolesc* OR “School Child” OR Juvenile OR Teenag*) AND study design (intervention OR project OR evaluation OR initiative OR program*). Sixteen studies were included after full-text screening, detailing eight individual youth social action interventions. The findings revealed a range of psychosocial, health, and personal development benefits for youth who participated in social action interventions. However, the evidence base was limited by poor methodological reporting and a lack of process evaluations to confirm implementation fidelity. Future research should utilitise stronger research designs, assess both individual and community outcomes, and include follow-up measures to determine the long-term impacts of youth social action projects. Full article
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<p>Flow chart of the literature selection process.</p>
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16 pages, 12707 KiB  
Article
Research on the Strain and Stress of Powered Roof Support Construction to Limit Damage
by Dawid Szurgacz
Machines 2024, 12(12), 940; https://doi.org/10.3390/machines12120940 - 21 Dec 2024
Viewed by 342
Abstract
A powered roof support in a mining complex comprises a set of sections positioned side by side. Thus, it creates space for the mining longwall shearer and the excavated material haulage conveyor. The main role of the powered roof support is to secure [...] Read more.
A powered roof support in a mining complex comprises a set of sections positioned side by side. Thus, it creates space for the mining longwall shearer and the excavated material haulage conveyor. The main role of the powered roof support is to secure the machinery and equipment, as well as the working crew. This roof support also takes over the load from the rock mass during operation. The loads and phenomena that cause damage to the powered roof support construction in real conditions became the basis for conducting a series of studies and analyses of the stresses and strains that occur. This study aimed to obtain the results of research and analysis on the damage to the floor base, which is the most important part of the entire powered roof support construction. The actual pressure measurements carried out in the space under the piston leg of the powered roof support under real conditions indicated an excessive load on the powered roof support construction. This load was mainly due to the ceiling conditions, while the floor conditions for providing the construction were difficult to determine due to the too-soft floor substrate. The Finite Element Method (FEM) was used to solve the problem. The construction of the two powered roof support bases was subjected to numerical analysis in order to propose structural changes. The obtained numerical test results indicated a solution to the problem of damage and significant structural changes. Full article
(This article belongs to the Section Machine Design and Theory)
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<p>View of the powered roof support section. Front view (<b>a</b>) with floor base (1), hydraulic legs (2), canopy (3), shield support (4), lemniscate mechanism (5), and beam of sliding system (6). Rear view (<b>b</b>).</p>
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<p>View of the longwall, where its significant areas are marked. (1) Powered roof support, (2) scraper conveyor, and (3) coal sidewall.</p>
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<p>Algorithm for assessing damage to the floor base structure of a powered roof support.</p>
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<p>View of the damaged floor base during operation. 1—Place of damage in the mining wall; 2—magnified view of the damage in the mining wall; 3—magnified view of the damage on the floor base; 4—area of the floor base crack.</p>
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<p>View of the longwall in which the tests were conducted. 1—Coal sidewall; 2—roof of the powered support; 3—place of crew passage; 4—area of the wall conveyor operation; 5—hydraulic legs; 6—place of installation of the measuring system; 7—floor of the powered support.</p>
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<p>An increase in pressure resulted in damage to the floor base.</p>
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<p>View of three areas of pressure changes. First area (a); second area (b); and third area (c).</p>
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<p>View of two areas of pressure changes. First area (a); second area (b).</p>
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<p>Summary of pressure increase.</p>
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<p>Strength analysis of the structure of the powered roof support.</p>
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<p>The resulting stress analysis for the adopted finite element mesh.</p>
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<p>Analysis of the resulting stresses based on the mesh of finite elements for the girdle structure.</p>
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<p>The resultant stress for the X-axis.</p>
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<p>Distribution of obtained stresses for the X-axis from the adopted finite element mesh.</p>
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<p>Obtained values of strains for the X-axis of the analysed structure of the powered roof support.</p>
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21 pages, 8040 KiB  
Article
Improving Hard Rock Materials Cuttability by Hydraulic Fracturing at Mining Working Face
by Haojie Li, Benben Liu, Qingyuan He, Yanan Gao, Dan Ma, Haiyan Yang, Jingyi Cheng, Jiqing Ye and Guoqiang Liu
Appl. Sci. 2024, 14(24), 11908; https://doi.org/10.3390/app142411908 - 19 Dec 2024
Viewed by 571
Abstract
During advancing the working face at Guojiawan Coal Mine, hard rock faults are encountered, which hinder the normal cutting of the shearer. Hydraulic fracturing is applied to pretreat the hard rock materials. Un-directional hydraulic fracturing experiments in transparent gelatin samples are carried out. [...] Read more.
During advancing the working face at Guojiawan Coal Mine, hard rock faults are encountered, which hinder the normal cutting of the shearer. Hydraulic fracturing is applied to pretreat the hard rock materials. Un-directional hydraulic fracturing experiments in transparent gelatin samples are carried out. The influence of the differential stress, the borehole dip angle on the initiation and propagation of un-directional hydraulic fractures (HFs) are investigated. Three field test schemes of hydraulic fracturing are proposed and implemented at the 51207 working face of Guojiawan Coal Mine. Compared with the results of different test schemes, the cutting current ratio of the shearer is reduced by 51.70% and the cutting efficiency is increased by 89.93%. Therefore, the feasibility of hydraulic fracturing to improve the cuttability of the hard rock materials is verified, which provides a theoretical basis and field guidance for hydraulic fracturing pretreatment of the hard rock materials at a coal mining working face. Full article
(This article belongs to the Special Issue Rock Mechanics in Geotechnical and Tunnel Engineering)
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<p>In situ stress condition in this study (borehole parallel to the direction of σ<sub>3</sub>).</p>
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<p>Schematic of experimental system: 1—liquid supply line; 2—syringe pump; 3—liquid injection line; 4—flow meter; 5—tube; 6—gelatin sample; 7—air column; 8—packer; 9—outlet; 10—camera; 11—acrylic container; 12—pressurized line; 13—pressure gauge; 14—T-pipe; 15—air compressor.</p>
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<p>Stress condition in open borehole (white—tube; red—packer; green—open bore area).</p>
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<p>Relation between borehole axis and the direction of σ<sub>3</sub>: (<b>a</b>) borehole axis parallel to the direction of σ<sub>3</sub> in experimental study; (<b>b</b>) borehole axis parallel to the direction of σ<sub>3</sub> in field test study; (<b>c</b>) borehole axis intersects the direction of σ<sub>3</sub> in experimental study; (<b>d</b>) borehole axis intersects the direction of σ<sub>3</sub> in field test study.</p>
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<p>Experimental results of Test 1-1: (<b>a</b>) gelatin sample before hydraulic fracturing; (<b>b</b>) main fracture; (<b>c</b>) left fracture; (<b>d</b>) right fracture.</p>
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<p>Experimental results of Test 1-2: (<b>a</b>) main fracture; (<b>b</b>) schematic of main fracture; (<b>c</b>) right fracture; (<b>d</b>) schematic of right fracture.</p>
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<p>Experimental results of Test 1-3: (<b>a</b>) main fracture; (<b>b</b>) schematic of main fracture; (<b>c</b>) left fracture; (<b>d</b>) schematic of left fracture.</p>
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<p>Experimental results of Test 1-4: (<b>a</b>) main fracture; (<b>b</b>) schematic of main fracture; (<b>c</b>) fracture re-orientation; (<b>d</b>) schematic of fracture re-orientation.</p>
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<p>Experimental results of Test 1-5: (<b>a</b>) hydraulic fracture; (<b>b</b>) schematic of hydraulic fracture.</p>
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<p>Experimental results of Test 1-6: (<b>a</b>) main fracture; (<b>b</b>) schematic of main fracture; (<b>c</b>) axial fracture; (<b>d</b>) schematic of axial fracture.</p>
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<p>Experimental results of Test 1-6: (<b>a</b>) main fracture; (<b>b</b>) schematic of main fracture; (<b>c</b>) axial fracture; (<b>d</b>) schematic of axial fracture.</p>
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<p>Experimental results of Test 1-7: (<b>a</b>) hydraulic fracture; (<b>b</b>) schematic of hydraulic fracture.</p>
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<p>Borehole layouts: (<b>a</b>) borehole layout in scheme A; (<b>b</b>) borehole layout in scheme B; (<b>c</b>) borehole layout in scheme C.</p>
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<p>Borehole layouts: (<b>a</b>) borehole layout in scheme A; (<b>b</b>) borehole layout in scheme B; (<b>c</b>) borehole layout in scheme C.</p>
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<p>Schematic of system equipment: 1—borehole; 2—packer; 3—starter valve; 4—pressure gauge; 5—pressure relief valve; 6—t-pipe; 7—hydraulic support; 8—emulsion pump.</p>
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<p>Schematic diagram of the positions of the target section and the comparison section.</p>
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<p>Test records: (<b>a</b>) peak pressure of boreholes; (<b>b</b>) fracturing duration of boreholes.</p>
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<p>Variation of the shearer cutting current.</p>
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<p>Mining working face: (<b>a</b>) the shearer cut down the rock blocks at the fracturing section; (<b>b</b>) hydraulic fractures formed in the hard rock fault after hydraulic fracturing.</p>
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12 pages, 3407 KiB  
Article
Research on the Effect of Working Memory Training on the Prevention of Situation Awareness Failure in Shearer Monitoring Operations
by Xiaofang Yuan, Ruyi Song and Linhui Sun
Appl. Sci. 2024, 14(24), 11876; https://doi.org/10.3390/app142411876 - 19 Dec 2024
Viewed by 408
Abstract
The digitization of the instrument control system in monitoring operations makes the problem of the operator’s situational awareness failure more prominent. In order to better prevent this occurrence, this paper explores the failure of situational awareness from the perspective of cognitive function. The [...] Read more.
The digitization of the instrument control system in monitoring operations makes the problem of the operator’s situational awareness failure more prominent. In order to better prevent this occurrence, this paper explores the failure of situational awareness from the perspective of cognitive function. The subjects were randomly divided into two groups: a working memory training group and a control group. Working memory measurements and coal mining machine monitoring simulation system operation tasks were performed before and after training, and the task performance, situational awareness scale, and EEG index data were recorded. The results showed that, after the training, there was a significant improvement in the task performance of the monitoring operation and the scores of the situational awareness scale, and there were different degrees of activation in the θ, α2, and β1 frequency bands. It was demonstrated that working memory training could help to improve the rapid reaction and decision-making abilities of operators in complex or emergency situations, thus preventing the failure of situational awareness. This study provides a new direction for research on the prevention of situational awareness failure. Full article
(This article belongs to the Special Issue Uncertainty and Reliability Analysis for Engineering Systems)
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<p>Example working memory training diagram.</p>
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<p>Example of shearer monitoring simulation task interface.</p>
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<p>Training process record.</p>
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<p>Comparison of working memory capacity before and after training. (<b>a</b>) Verbal working memory capacity; (<b>b</b>) spatial working memory capacity.</p>
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<p>Comparison of task performance differences before and after training. (<b>a</b>) Accuracy; (<b>b</b>) reaction time.</p>
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<p>Comparison of differences in situational awareness before and after training. (<b>a</b>) SAGAT scale; (<b>b</b>) SART scale.</p>
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<p>Comparison of brain topographic maps before and after training. (<b>a</b>) Working memory training group; (<b>b</b>) control group.</p>
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36 pages, 4189 KiB  
Article
Intangible Heritage, Education and Tourism as a Strategy for the Enhancement of the Value of the Dehesa and the Traditional Shepherd’s Trade
by Rebeca Guillén-Peñafiel, Ana María Hernández-Carretero and José Manuel Sánchez-Martín
Sustainability 2024, 16(24), 10997; https://doi.org/10.3390/su162410997 - 15 Dec 2024
Viewed by 913
Abstract
The dehesas are one of the most unique and characteristic landscapes of the Extremadura region. Together with their natural values, they are an environment in which trades, knowledge and ways of life rooted in the tradition of rural communities are still developed. However, [...] Read more.
The dehesas are one of the most unique and characteristic landscapes of the Extremadura region. Together with their natural values, they are an environment in which trades, knowledge and ways of life rooted in the tradition of rural communities are still developed. However, ancestral knowledge and practices are in danger of disappearing. Faced with this problem, this study is focused on the benefits of tourism, using sustainability criteria to evaluate their ability to educate and to increase awareness and sensitivity of the importance of maintaining this intangible cultural legacy. Based on this premise, the main objective is to determine and analyze tourists’ evaluations of the traditional shepherd’s trade and the educational possibilities of agritourism experiences. For this purpose, a survey was carried out among 102 tourists who visited different cheese dairies in an Extremadura region that offers agritourism experiences. In addition, this work also aims to know the current situation of the shepherd’s trade, identifying the benefits of its conservation and determining the threats that hinder its preservation. It also seeks to determine the solutions that could safeguard it. To this end, the Delphi method was used and 26 experts, mainly shepherds and shearers, were interviewed. The results reveal that tourists can identify the educational and cultural functions associated with pastoralism. They also recognize increased curiosity, empathy and environmental awareness as the main benefits derived from the tourism experience. The interviews reveal the suitability of disseminating the heritage and educational value of the dehesa through sustainable tourism experiences to increase interest in the rural world, revalue ancestral knowledge and contribute to its preservation. Full article
(This article belongs to the Special Issue New Trends in Sustainable Tourism—2nd Edition)
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<p>Material agricultural heritage: (<b>a</b>,<b>b</b>) shepherd’s huts; (<b>c</b>) <span class="html-italic">zahúrda</span>; (<b>d</b>) dry stone walls and collapsed hut.</p>
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<p>Transformations in traditional knowledge and techniques related to herding: (<b>a</b>) esparto grass belts vs. (<b>b</b>) metal and plastic molds; (<b>c</b>) traditional shearing scissors vs. (<b>d</b>) electric shearing machines.</p>
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<p>Study area.</p>
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<p>Workflow.</p>
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<p>Main terms that visitors relate to the dehesa.</p>
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<p>Main traditional trades linked to the dehesa as identified by visitors.</p>
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<p>SWOT matrix.</p>
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<p>Analysis of the co-occurrence of external factors.</p>
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27 pages, 9465 KiB  
Article
Laser Cladding Performance and Process Parameter Optimization for Fe90 Alloy
by Yang Cao, Chenye Yuan, Yanchao Zhang and Jun Ma
Metals 2024, 14(12), 1432; https://doi.org/10.3390/met14121432 - 13 Dec 2024
Viewed by 537
Abstract
Fe90 alloy has a high weld hardness, good toughness, and high oxidation resistance, and is often used as a cladding material to repair the surfaces of 42CrMo steel structures of large shearer picks. The influence of the laser cladding processing parameters on the [...] Read more.
Fe90 alloy has a high weld hardness, good toughness, and high oxidation resistance, and is often used as a cladding material to repair the surfaces of 42CrMo steel structures of large shearer picks. The influence of the laser cladding processing parameters on the microstructure, properties, and formation mechanism of Fe90 alloy layers on the surface of 42CrMo steel was studied. Simulations were conducted to investigate how these processing parameters affect the temperature field and internal stress of the cladding layer. A complex nonlinear relationship between variables and residual stresses in the laser cladding layers obtained by additive manufacturing was fitted. An optimization model for residual stress in the cladding layer was established and an improved genetic algorithm was used for optimization, which resulted in a 15.88% reduction in residual stress. The results show that optimizing the processing parameters increased the amount of Ni-Cr-Fe solid solution in the cladding layer, enhancing its strength and corrosion resistance. The amount of residual stresses rose with increases in laser power, but at higher powers, increasing the scanning speed and spot diameter reduced stresses. At lower powers, the amount of residual stresses initially increased and then decreased with the scanning speed, with more significant changes occurring with larger spot diameters. Analyzing temperature and residual stress changes allowed us to improve the cladding layer quality, providing a theoretical basis for laser cladding on 42CrMo. Full article
(This article belongs to the Section Additive Manufacturing)
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<p>The working principle of the laser cladding system.</p>
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<p>The laser cladding samples formed by different process parameters.</p>
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<p>The XRD spectrum of sample cladding layer.</p>
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<p>The XRD residual stress analysis of the cladding layer under the diffraction angles of 0°, 15°, 30°, and 45°.</p>
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<p>The composition analysis of cladding layer by EDS.</p>
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<p>The microstructures of cladding layers under different laser powers: (<b>a</b>) sample 1-1 was made with a power of 1500 W and a scanning speed of 10 mm/s; (<b>b</b>) sample 1-3 was made with a power of 2100 W and a scanning speed of 10 mm/s; (<b>c</b>) sample 1-6 was made with a power of 3000 W and a scanning speed of 10 mm/s.</p>
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<p>The microstructures of cladding layers under different scanning speeds, (<b>a</b>) sample 1-1 was made with a power of 1500 W and a scanning speed of 10 mm/s; (<b>b</b>) sample 2-1 was made with a power of 1500 W and a scanning speed of 15 mm/s; (<b>c</b>) sample 3-1 was made with a power of 1500 W and a scanning speed of 20 mm/s.</p>
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<p>The selected analysis points for cladding layer in laser cladding process.</p>
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<p>The temperature history of different selected cladding analysis points over 5 s.</p>
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<p>The finite element model of the laser cladding process.</p>
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<p>The variations in different material parameters with the temperature.</p>
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<p>The temperature comparison of the simulated and experimental results of the measuring point, (<b>a</b>) is the temperature changes at the measuring point S, and (<b>b</b>) is the maximum temperature at the different measuring points.</p>
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<p>The temperature distribution at different moments in the cladding layers.</p>
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<p>The residual stress distribution on the cladding surface under the power of 1500 W, the scanning speed of 10 mm/s, and the spot diameter of 4 mm.</p>
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<p>The stress distribution at different times.</p>
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<p>The stress distribution at different times.</p>
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<p>The three-dimensional response surface model: (<b>a</b>) the relationship among the residual stress <span class="html-italic">S</span>(<span class="html-italic">X</span>), the spot diameter, and the power, (<b>b</b>) the relationship among the residual stress <span class="html-italic">S</span>(<span class="html-italic">X</span>), scanning speed, and power, (<b>c</b>) the relationship among the residual stress <span class="html-italic">S</span>(<span class="html-italic">X</span>), scanning speed, and spot diameter.</p>
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<p>The three-dimensional response surface model: (<b>a</b>) the relationship among the residual stress <span class="html-italic">S</span>(<span class="html-italic">X</span>), the spot diameter, and the power, (<b>b</b>) the relationship among the residual stress <span class="html-italic">S</span>(<span class="html-italic">X</span>), scanning speed, and power, (<b>c</b>) the relationship among the residual stress <span class="html-italic">S</span>(<span class="html-italic">X</span>), scanning speed, and spot diameter.</p>
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<p>The solving process of improved genetic algorithm.</p>
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<p>The trace plot obtained from the improved genetic algorithm.</p>
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<p>The simulated stress distribution under the optimized process parameters with P = 2062 W, v = 10 mm/s, and r = 5 mm.</p>
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17 pages, 535 KiB  
Article
Using RE-AIM to Assess Infant Early Childhood Mental Health Practices in Classrooms Serving Children with and Without Disabilities
by Ruby Natale, Tara Kenworthy LaMarca, Tanha Rahman, Elizabeth Howe, Rebecca J. Bulotsky-Shearer, Yaray Agosto and Jason Jent
Healthcare 2024, 12(24), 2501; https://doi.org/10.3390/healthcare12242501 - 11 Dec 2024
Viewed by 559
Abstract
Background/Objectives: High-quality inclusive education is important for promoting the positive development of children with disabilities in early childhood care and education (ECCE) settings. However, ECCE teachers may not have the knowledge and skills to manage challenging behaviors in young children, especially those with [...] Read more.
Background/Objectives: High-quality inclusive education is important for promoting the positive development of children with disabilities in early childhood care and education (ECCE) settings. However, ECCE teachers may not have the knowledge and skills to manage challenging behaviors in young children, especially those with disabilities. Infant and Early childhood mental health consultation (IECMHC) is one mechanism to support the professional development of teachers. This study explored the impact of an evidence-based IECMHC program, Jump Start Plus COVID Support (JS+CS), on outcomes for teachers in classrooms including children with disabilities. Methods: Utilizing a RE-AIM framework, we examined the extent that JS+CS impacted teacher outcomes related to classroom practice and teacher attitudes after the initial intervention period. In addition, we examined the extent that the classroom children with disability ratio moderated the impact of the intervention on teacher outcomes. Using a cluster randomized controlled trial in a sample of 138 racially and ethnically diverse teachers in 31 ECCE centers, we examined the reach, effectiveness, adoption, and implementation of JS+CS. Results: The results indicate that the JS+CS program shows promise as an intervention to support ECCE teachers working in classrooms with children with disabilities, particularly in improving teacher safety practices, behavior management skills, and resiliency coping. In addition, the program was adopted equally in classrooms that served children with and without disabilities. Conclusions: This is a unique contribution to the literature given that no previous IECMHC programs have examined adoption in classrooms serving children with disabilities. Further investigation is needed to determine the specific factors that impact program implementation considering that this study was conducted during various phases of the COVID-19 pandemic. Full article
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<p>Conceptual model of JS+CS on teacher outcomes.</p>
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11 pages, 881 KiB  
Article
Serum Folate Concentrations in Exclusively Breastfed Preterm Infants Who Received No Supplementary Oral Folic Acid After Discharge: A Prospective Cohort Study
by Isabel Iglesias-Platas, Agata Sobczyńska-Malefora, Vennila Ponnusamy, Ajit Mahaveer, Kieran Voong, Amy Nichols, Karen Dockery, Nicky Holland, Shaveta Mulla, Martin J. Shearer, David Card, Lindsay J. Hall, Dominic J. Harrington and Paul Clarke
Nutrients 2024, 16(23), 4220; https://doi.org/10.3390/nu16234220 - 6 Dec 2024
Viewed by 973
Abstract
Background/Objectives: Adequate folate intake is required in preterm infants for rapid growth and development, but there is little evidence to back recommendations. We aimed to assess folate status in preterm infants at discharge and in early infancy, according to exposure to folate sources, [...] Read more.
Background/Objectives: Adequate folate intake is required in preterm infants for rapid growth and development, but there is little evidence to back recommendations. We aimed to assess folate status in preterm infants at discharge and in early infancy, according to exposure to folate sources, particularly in those exclusively/predominantly breastfed. Methods: A prospective, multicenter, observational cohort study was conducted in the UK, involving 45 preterm infants <33 weeks’ gestational age (GA) exclusively/predominantly fed human milk when approaching NICU (Neonatal Intensive Care Unit) discharge. Serum folate levels were measured near NICU discharge (T1) and at 2–3 months corrected age (T2). Folate status was categorized per WHO (World Health Organization) guidelines: deficiency (<6.8 nmol/L), possible deficiency (6.8–13.4 nmol/L), normal (13.5–45.3 nmol/L), and elevated (>45.3 nmol/L). Nutritional information on feed and supplements was collected from hospital notes and maternal interviews. Results: Thirty-two infants (71%) received parenteral nutrition. Twelve infants (32%) remained exclusively breastfed at T2. No infant from the whole cohort had a serum folate concentration <13.5 nmol/L at either time point. A proportion of infants had serum folate concentrations >45.3 nmol/L: 14/45 (31%) at T1, 19/37 (42%) at T2, and 7/37 (16%) at both time points. Elevated concentrations were seen particularly in infants who received folic acid supplements or nutrition containing folic acid, such as parenteral nutrition and breastmilk fortifiers. Conclusions: Folate deficiency was not observed in this cohort; folate concentrations were high and in line with those observed in healthy term infants. Further research is needed to assess the high folate concentrations in premature babies and whether they may have any adverse clinical impact. Full article
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<p>Folate status in preterm infants. (<b>1</b>) Serum folate concentrations for each participant at T1 (pre-discharge) and at T2 (follow-up). The dotted lines link the folate concentrations for each patient at each time point. Concentrations were significantly higher at T2 (n = 37 pairs, T1 mean 38.9, SD 9.1 nmol/L; T2 mean 43.0, SD 4.2 nmol/L, <span class="html-italic">p</span> = 0.01, repeated measures <span class="html-italic">t</span>-test). (<b>2</b>) Percentage and number of participants with folate concentrations that were normal, elevated at one time point, or elevated at both time points are represented by the white, light gray, and dark gray areas on the bars, respectively. (<b>3</b>) Serum folate concentrations according to feeding type at T1 and T2. Each individual symbol (x, ✴, +, ★) represents one data point for each feeding category. Lines and error bars represent medians and interquartile ranges, respectively. Mother’s Own Milk (MOM).</p>
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12 pages, 590 KiB  
Article
Routine Immunization Microplanning Challenges and Opportunities in Low- and Middle-Income Countries: A Mixed-Method Landscape Analysis
by Nicole Salisbury, Iqbal Hossain, Parysa Oskouipour, Audry Hong, Elan Ebeling, Jessica C. Shearer and Emily Grapa
Vaccines 2024, 12(12), 1370; https://doi.org/10.3390/vaccines12121370 - 4 Dec 2024
Viewed by 1656
Abstract
Background: Microplanning is widely recognized as a critical tool for improving immunization coverage and equity and is considered a core component of routine immunization. However, there is limited evidence on how microplans are developed and implemented and the effectiveness of microplanning. As such, [...] Read more.
Background: Microplanning is widely recognized as a critical tool for improving immunization coverage and equity and is considered a core component of routine immunization. However, there is limited evidence on how microplans are developed and implemented and the effectiveness of microplanning. As such, this study sought to review the existing evidence on implementation and institutionalization of microplanning; identify strategies to improve microplanning; and document evidence on new approaches to microplanning, including digitally enhanced and integrated microplanning. Methods: We employed a three-stage mixed-method approach. First, we conducted a literature review on microplanning for routine immunization. Second, we administered an online survey to gather insights into the factors that constrained and enabled microplanning in low-resource settings. Third, we conducted key informant interviews to better understand the barriers and enablers. Results: We found a paucity of published literature describing the drivers and effectiveness of microplanning and how to sustain it over time. Our review indicates that factors at both the development and implementation stages influence implementation and whether the process is sustained over time. These include the level of community engagement and health care worker ownership, access to data, the complexity of the microplanning tools, and the extent to which supervisors follow up on the plans. Conclusion: Our review indicates that microplanning is successful when health care workers and communities are engaged in the development process. While these findings highlight the benefits of a ‘bottom-up’ approach to microplanning, this may be more resource-intensive, and there remains a need for more research on the costs and benefits. Full article
(This article belongs to the Special Issue 50 Years of Immunization—Steps Forward)
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<p>Flow chart diagram of article selection.</p>
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<p>Survey respondents by country.</p>
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14 pages, 273 KiB  
Article
Emergency Services During the SARS-CoV-2 Pandemic: A Gender Comparison of Burnout Risk and Personality Traits in the Kharkiv City Sample
by Igor Zavgorodnii, Beatrice Thielmann, Olena Litovchenko, Victor Zabashta, Valerij Kapustnyk, Robin Schwarze and Irina Böckelmann
Healthcare 2024, 12(23), 2356; https://doi.org/10.3390/healthcare12232356 - 25 Nov 2024
Viewed by 656
Abstract
Introduction: The SARS-CoV-2 pandemic presented unique challenges to the health-care system and prehospital emergency medical services. An increasing prevalence of burnout has been described, which in turn is associated with mental illness. The aim of this paper was to evaluate burnout through [...] Read more.
Introduction: The SARS-CoV-2 pandemic presented unique challenges to the health-care system and prehospital emergency medical services. An increasing prevalence of burnout has been described, which in turn is associated with mental illness. The aim of this paper was to evaluate burnout through a sex comparison and to analyze associations of burnout with personality traits during the SARS-CoV-2 pandemic. Methods: Eighty-eight emergency physicians and field shearers of Kharkiv City (Ukraine) emergency medical services (52% women) participated in the quantitative cross-sectional study. In addition to sociodemographic and occupational data, the Maslach Burnout Inventory (MBI) and the Freiburg Personality Inventory (FPI) were applied and analyzed in the sex comparison. Correlation analyses were performed to describe the relationships between the MBI dimensions and FPI traits. Results: The average age of the respondents was 35.1 ± 13.5 years. The prevalence of burnout during the pandemic was 6.5% in women and 2.4% in men. Only the scores on the MBI dimension cynicism were significantly (p = 0.027) higher in women than in men. Two personality traits differed between sexes: inhibition and male/female self-reports. Predominantly moderate correlations were found between the FPI traits and the MBI dimensions. Conclusions: Although the prevalence of burnout in this occupational group during the pandemic was similar to prepandemic figures reported in the literature, more than half of the male and female paramedics showed average-to-high scores on the three MBI dimensions. Because burnout is associated with other mental illnesses and prolonged incapacity, workplace-based interventions should be implemented. Full article
8 pages, 905 KiB  
Brief Report
Seroprevalence and Risk Factors for Cysticercosis in Mexican Americans in Starr County, Texas
by Megan M. Duffey, Elise M. O’Connell, Morgan Jibowu, Fanny E. Moron, Lauren M. Leining, Nina L. Tang, Craig L. Hanis, Eric L. Brown and Sarah M. Gunter
Pathogens 2024, 13(11), 988; https://doi.org/10.3390/pathogens13110988 - 12 Nov 2024
Viewed by 923
Abstract
Cysticercosis is a parasitic infection and neglected tropical disease caused by Taenia solium, or the pork tapeworm. Cysticercosis with central nervous system involvement, or neurocysticercosis, is a leading cause of chronic headaches and epilepsy in endemic regions, including Latin America and Asia. [...] Read more.
Cysticercosis is a parasitic infection and neglected tropical disease caused by Taenia solium, or the pork tapeworm. Cysticercosis with central nervous system involvement, or neurocysticercosis, is a leading cause of chronic headaches and epilepsy in endemic regions, including Latin America and Asia. In the United States, the epidemiology of cysticercosis has not been well described. We conducted a cross-section serosurvey of Mexican-American adults residing along the Texas–Mexico border (Starr County, Texas) and identified an overall seroprevalence of 7.4% (45/605) for cysticercosis. Brain imaging studies conducted on seropositive study participants identified lesions consistent with calcified neurocysticercosis in 2 of the 45 seropositive individuals. Female sex (p = 0.021), employment in healthcare, caregiving, or social service (p = 0.002), and indoor occupation (p < 0.001) were found to be significantly associated with seropositivity. Further study is needed to evaluate the burden of neurocysticercosis and local transmission risk in this community. Full article
(This article belongs to the Special Issue Feature Papers on the Epidemiology of Infectious Diseases)
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<p>MRI images: (<b>a</b>) the susceptibility-weighted image shows a round hypointense calcification (arrow) in the right anterior frontal lobe, with no surrounding edema or mass effect, consistent with the calcified nodular stage of NCC; (<b>b</b>) the susceptibility-weighted image shows a round hypointense calcification (arrow) in the right superior parietal lobule, with no surrounding edema or mass effect, consistent with the calcified nodular stage of NCC.</p>
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15 pages, 4495 KiB  
Article
Fabrication of Cu-Doped Diamond-like Carbon Film for Improving Sealing Performance of Hydraulic Cylinder of Shearers
by Yanrong Yang, Xiang Yu, Zhiyan Zhao and Lei Zhang
C 2024, 10(4), 93; https://doi.org/10.3390/c10040093 - 30 Oct 2024
Viewed by 900
Abstract
During shearer operation, the piston rod is susceptible to wear from the invasion of pollutants, thus ruining the sealing ring in the hydraulic cylinder. This work attempts to conduct a systematic investigation of Cu-doped diamond-like carbon (Cu-DLC) film to improve the seal performance. [...] Read more.
During shearer operation, the piston rod is susceptible to wear from the invasion of pollutants, thus ruining the sealing ring in the hydraulic cylinder. This work attempts to conduct a systematic investigation of Cu-doped diamond-like carbon (Cu-DLC) film to improve the seal performance. The failure process of the cylinder was analyzed, and relevant parameters were determined. Several Cu-DLC films were deposited on the substrate of the piston rod in a multi-ion beam-assisted system, and their structures and combined tribological performances were investigated. The hardness of the film ranges from 27.6 GPa to 14.8 GPa, and the internal stress ranges from 3500 MPa to 1750 MPa. The steady-state frictional coefficient of the film ranges from 0.04 to 0.15; the wear rate decreases first and then increases, and it reaches its lowest (5.0 × 10−9 mm3/N·m) at 9.2 at.% content. a:C-Cu9.2% film presents optimal combined tribological performances in this experiment. The modification mechanism of Cu-DLC film for the seal performance may come from the synergistic effects of (i) the contact force and friction-heat-induced film graphitization, (ii) Cu doping improves the toughness of the film and acts as a solid lubricant, and (iii) the transfer layer plays a role in self-lubrication. Full article
(This article belongs to the Special Issue Micro/Nanofabrication of Carbon-Based Devices and Their Applications)
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<p>Structure diagram of a hydraulic cylinder of shearer: (1) guide ring; (2) seal ring; (3) piston rod; (4) rod chamber; (5) cylinder block; (6) piston; (7) nonrod chamber.</p>
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<p>XRD spectra of Cu-DLC film with six Cu contents.</p>
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<p>Hardness of Cu-DLC film with six Cu contents.</p>
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<p>Variation in internal stress of Cu-DLC film with six Cu contents.</p>
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<p>Friction coefficient of DLC Film with six Cu contents.</p>
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<p>Wear rate of DLC films with different Cu content.</p>
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<p>Photographs of wear scar morphology of a:C-Cu<sub>9.2%</sub> film during friction test: (<b>a</b>) 10 min/film; (<b>b</b>) 20 min/film; (<b>c</b>) 50 min/film; (<b>d</b>) 50 min/the ring.</p>
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<p>SEM and local EDS mapping images of wear scar for a:C-Cu<sub>9.2%</sub> film: (<b>a</b>,<b>b</b>) SEM images; (<b>c</b>–<b>f</b>) EDS mapping images of C (<b>c</b>), Cu (<b>d</b>), Fe (<b>e</b>), and Cr (<b>f</b>).</p>
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<p>Raman spectra of a:C-Cu<sub>0%</sub> and a:C-Cu<sub>9.2%</sub> film: (<b>a</b>) undoped DLC (a:C-Cu<sub>0%</sub>) film; a:C-Cu<sub>9.2%</sub> film (<b>b</b>) deposited film (No wear), (<b>c</b>) wear track (Track 5N), and (<b>d</b>) wear debris (Debris).</p>
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<p>Core level XPS spectra of (<b>a</b>) C 1s and (<b>b</b>) Cu 2p of a:C-Cu<sub>9.2%</sub> film.</p>
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<p>Mechanism of Cu-DLC film improving sealability of the hydraulic cylinders (<b>a</b>) schematic model; (<b>b</b>) section view of friction portion; (<b>c</b>) image of contact surfaces; (<b>d</b>) microscopic diagram of transfer layer.</p>
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16 pages, 19537 KiB  
Article
Development of an Intelligent Coal Production and Operation Platform Based on a Real-Time Data Warehouse and AI Model
by Yongtao Wang, Yinhui Feng, Chengfeng Xi, Bochao Wang, Bo Tang and Yanzhao Geng
Energies 2024, 17(20), 5205; https://doi.org/10.3390/en17205205 - 19 Oct 2024
Viewed by 1145
Abstract
Smart mining solutions currently suffer from inadequate big data support and insufficient AI applications. The main reason for these limitations is the absence of a comprehensive industrial internet cloud platform tailored for the coal industry, which restricts resource integration. This paper presents the [...] Read more.
Smart mining solutions currently suffer from inadequate big data support and insufficient AI applications. The main reason for these limitations is the absence of a comprehensive industrial internet cloud platform tailored for the coal industry, which restricts resource integration. This paper presents the development of an innovative platform designed to enhance safety, operational efficiency, and automation in fully mechanized coal mining in China. This platform integrates cloud edge computing, real-time data processing, and AI-driven analytics to improve decision-making and maintenance strategies. Several AI models have been developed for the proactive maintenance of comprehensive mining face equipment, including early warnings for periodic weighting and the detection of common faults such as those in the shearer, hydraulic support, and conveyor. The platform leverages large-scale knowledge graph models and Graph Retrieval-Augmented Generation (GraphRAG) technology to build structured knowledge graphs. This facilitates intelligent Q&A capabilities and precise fault diagnosis, thereby enhancing system responsiveness and improving the accuracy of fault resolution. The practical process of implementing such a platform primarily based on open-source components is summarized in this paper. Full article
(This article belongs to the Section K: State-of-the-Art Energy Related Technologies)
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<p>Overall architecture of the intelligent operation and maintenance platform.</p>
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<p>Cloud-native platform architecture design.</p>
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<p>HarmonyOS cloud–edge composition.</p>
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<p>Cloud–edge collaboration—application remote synchronization.</p>
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<p>Cloud–edge collaboration—data synchronization.</p>
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<p>Data flow diagram of the intelligent operation and maintenance platform for mining.</p>
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<p>Real-time data warehouse data flow for mining.</p>
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<p>Application architecture of AI computing frameworks.</p>
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<p>(<b>a</b>) Big data analysis of miner work statistics and guidance for coal cutting planning. (<b>b</b>) Big data analysis and visualization of mining hydraulic supports.</p>
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<p>Interactive equipment AI fault diagnosis expert system.</p>
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28 pages, 26739 KiB  
Article
Method of Motion Planning for Digital Twin Navigation and Cutting of Shearer
by Bing Miao, Shirong Ge, Yunwang Li and Yinan Guo
Sensors 2024, 24(18), 5878; https://doi.org/10.3390/s24185878 - 10 Sep 2024
Viewed by 821
Abstract
To further enhance the intelligence level of coal mining faces and achieve the autonomous derivation, learning, and optimization of shearer navigation cutting, this paper proposes the methods of shearer digital twin navigation cutting motion planning based on the concept of shearer autonomous navigation [...] Read more.
To further enhance the intelligence level of coal mining faces and achieve the autonomous derivation, learning, and optimization of shearer navigation cutting, this paper proposes the methods of shearer digital twin navigation cutting motion planning based on the concept of shearer autonomous navigation cutting technology and intelligent coal mining face digital twins. This study includes the digital twin theory and the construction method of the shearer digital twin navigation cutting motion planning system based on this theory. Based on the digital twin theory, a shearer digital twin navigation cutting motion planning system was constructed. This system supports the service functions of the shearer cutting digital twin, dynamic navigation map digital twin, reinforcement learning environment construction, and motion planning through the physical perception layer, comprehensive data layer, and digital–model fusion analysis layer. Finally, by comparing the effects of the DQN-NAF and DDPG deep reinforcement learning algorithms in the shearer motion planning task within the constructed digital twin environment, the results show that the DQN-NAF algorithm demonstrates better performance and stability in solving the shearer digital twin motion planning task. Full article
(This article belongs to the Section Navigation and Positioning)
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<p>The coal mining workface scenario.</p>
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<p>Technical architecture of digital twin navigation and cutting path planning for shearer.</p>
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<p>Digital twin navigation cutting motion planning system architecture for the shearer.</p>
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<p>The dual-space interactive logic model.</p>
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<p>The construction principle of the digital twin dynamic navigation map.</p>
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<p>The construction of the initial three-dimensional coal seam.</p>
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<p>The initial three-dimensional volumetric model of the coal seam.</p>
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<p>The architecture of constructing a dynamic 3D geological model.</p>
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<p>The related coordinate systems of the shearer.</p>
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<p>(<b>a</b>) The yaw angle; (<b>b</b>) the roll angle; (<b>c</b>) the pitch angle.</p>
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<p>The shearer’s height adjustment mechanism.</p>
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<p>Geological slicing along (<b>a</b>) the direction Y<sub>n</sub> and (<b>b</b>) the direction X<sub>n</sub>.</p>
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<p>The constraints on the cutting path of the shearer.</p>
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<p>The architecture of the path planning module.</p>
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<p>The interaction process between the agent and the environment.</p>
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<p>The architecture of the value functions and policy gradients.</p>
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<p>The schematic of the DQN-NAF algorithm.</p>
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<p>(<b>a</b>) The feedforward neural network; (<b>b</b>) the network of the DQN-NAF algorithm.</p>
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<p>The schematic of the Deep Deterministic Policy Gradient (DDPG) algorithm.</p>
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<p>The neural network of the DDPG algorithm: (<b>a</b>) the Actor; (<b>b</b>) the Critic.</p>
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<p>The interaction between RL algorithm and ML-Agents software.</p>
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<p>The principles of reinforcement learning environment construction.</p>
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<p>The principle of gravity in physical engine functioning.</p>
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<p>The 3D coal seam model.</p>
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<p>The curve of the coal seam roof at the workface.</p>
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<p>The structural relationships of the shearer.</p>
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<p>The configuration of the collider: (<b>a</b>) the BoxCollider; (<b>b</b>) the left CapsuleCollider; (<b>c</b>) the right CapsuleCollider.</p>
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<p>The rotation of the shearer’s drum: (<b>a</b>) the angles θ1; (<b>b</b>) the angles θ2.</p>
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<p>(<b>a</b>) The joint configuration of digital twin hydraulic supports; (<b>b</b>) the state of the hydraulic supports after being lifted.</p>
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<p>The S-shaped bend of the scraper conveyor.</p>
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<p>The scraper conveyor varies with the undulation of the coal seam.</p>
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<p>The towing target and cutting task setting of the shearer.</p>
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<p>The environment for the shearer drum top and bottom tracking task setting.</p>
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<p>The ML-Agents four-scene parallel accelerated training.</p>
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<p>The Environment/Cumulative Reward_hist: (<b>a</b>) the DQN-NAF; (<b>b</b>) the DDPG.</p>
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<p>The DQN-NAF and DDPG algorithm performance comparison: (<b>a</b>) the policy loss; (<b>b</b>) the cumulative reward; (<b>c</b>) the value loss.</p>
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15 pages, 6470 KiB  
Article
The Construction and Application of a Digital Coal Seam for Shearer Autonomous Navigation Cutting
by Xuedi Hao, Jiajin Zhang, Rusen Wen, Chuan Gao, Xianlei Xu, Shirong Ge, Yiming Zhang and Shuyang Wang
Sensors 2024, 24(17), 5766; https://doi.org/10.3390/s24175766 - 5 Sep 2024
Viewed by 881
Abstract
Accurately obtaining the geological characteristic digital model of a coal seam and surrounding rock in front of a fully mechanized mining face is one of the key technologies for automatic and continuous coal mining operation to realize an intelligent unmanned working face. The [...] Read more.
Accurately obtaining the geological characteristic digital model of a coal seam and surrounding rock in front of a fully mechanized mining face is one of the key technologies for automatic and continuous coal mining operation to realize an intelligent unmanned working face. The research on how to establish accurate and reliable coal seam digital models is a hot topic and technical bottleneck in the field of intelligent coal mining. This paper puts forward a construction method and dynamic update mechanism for a digital model of coal seam autonomous cutting by a coal mining machine, and verifies its effectiveness in experiments. Based on the interpolation model of drilling data, a fine coal seam digital model was established according to the results of geological statistical inversion, which overcomes the shortcomings of an insufficient lateral resolution of lithology and physical properties in a traditional geological model and can accurately depict the distribution trend of coal seams. By utilizing the numerical derivation of surrounding rock mining and geological SLAM advanced exploration, the coal seam digital model was modified to achieve a dynamic updating and optimization of the model, providing an accurate geological information guarantee for intelligent unmanned coal mining. Based on the model, it is possible to obtain the boundary and inclination information of the coal seam profile, and provide strategies for adjusting the height of the coal mining machine drum at the current position, achieving precise control of the automatic height adjustment of the coal mining machine. Full article
(This article belongs to the Section Navigation and Positioning)
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<p>Coal thickness prediction process based on geostatistical inversion.</p>
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<p>Detailed explanation of the position of the roof and floor of the coal seam.</p>
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<p>Flow chart for constructing refined coal seam digital model.</p>
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<p>Geographical location and mining situation of coal mine.</p>
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<p>Schematic diagram of initial coal seam model of 110,301 working faces.</p>
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<p>The 4-1 coal seam lithology inversion results.</p>
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<p>The 4-1 overlapping distribution model of the coal roof and floor lithology and thickness.</p>
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<p>Schematic diagram of fine coal seam model of 110,301 working faces.</p>
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<p>Prediction and comparison curve of coal thickness of 5 m in working face (<b>a</b>); prediction and comparison curve of coal thickness of 105 m in working face (<b>b</b>).</p>
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<p>Schematic diagram of coal seam grid index.</p>
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<p>The simulated pressure variation curve of the surrounding rock at a mine (<b>a</b>); the simulated deformation variation in the monitoring points of the surrounding rock at a mine (<b>b</b>).</p>
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<p>Schematic diagram of coal mining on multiple seam models.</p>
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<p>Shendong Jinjie Coal Mine exploration experiment.</p>
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<p>The working face advances the roof and floor line of the 200 m coal seam.</p>
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<p>The original floor line and segment display of the coal seam (900–1500 m).</p>
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<p><math display="inline"><semantics> <mrow> <mi mathvariant="sans-serif">Δ</mi> <mi>h</mi> <mo> </mo> </mrow> </semantics></math>= 0.01 m data display of inclination angle of coal seam floor.</p>
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