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Advances in automation and robotics: The state of the emerging future mining industry 自动化和机器人技术的进步:新兴的未来采矿业的现状
Pub Date : 2025-09-01 DOI: 10.1016/j.jsasus.2025.05.003
Mabel Obosu, Samuel Frimpong
The mining industry is undergoing a transformative evolution driven by novel intelligent technologies to eliminate fatalities within the next two decades. The integration of automation, robotic systems, artificial intelligence (AI), machine learning (ML), Internet of Things (IoT), drones, remote monitoring, and other intelligent systems is expected to significantly improve safety, efficiency, and sustainability. Autonomous vehicles, equipped with sensors and navigation systems enable continuous operation in hazardous environments while reducing the risk of accidents and injuries. These intelligent systems are vital in preventing, managing, and responding to mine accidents and emergencies. They enhance precision and reliability in drilling, excavation, and material handling, leading to higher productivity. These technologies contribute to a safer mining industry by improving risk management, expediting emergency responses, and reducing the frequency and severity of mine accidents. This paper provides a comprehensive review of the recent developments and applications of intelligent systems within the mining sector. It also demonstrates how these novel intelligent systems would shape the mining industry of the future. The main novelty of this work includes the exploration of the benefits, challenges, and prospects associated with the adoption of these intelligent systems in the mining industry of the future.
在新型智能技术的推动下,采矿业正在经历一场革命性的变革,以期在未来20年内消除死亡事故。自动化、机器人系统、人工智能(AI)、机器学习(ML)、物联网(IoT)、无人机、远程监控和其他智能系统的集成有望显著提高安全性、效率和可持续性。配备传感器和导航系统的自动驾驶汽车可以在危险环境中持续运行,同时降低事故和伤害的风险。这些智能系统在预防、管理和应对矿山事故和紧急情况方面至关重要。它们提高了钻井、挖掘和物料搬运的精度和可靠性,从而提高了生产率。这些技术通过改进风险管理、加快应急反应和减少矿山事故的频率和严重程度,有助于提高采矿业的安全性。本文全面回顾了智能系统在采矿部门的最新发展和应用。它还展示了这些新颖的智能系统将如何塑造未来的采矿业。这项工作的主要新颖之处包括探索在未来采矿业中采用这些智能系统的好处、挑战和前景。
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引用次数: 0
Safety properties of 3D framework loaded polyethylene glycol composite phase change materials with MXene MXene三维骨架加载聚乙二醇复合相变材料的安全性能
Pub Date : 2025-09-01 DOI: 10.1016/j.jsasus.2025.06.003
Changcheng Liu , Xue Bai , Qian Cao , Shengsi Wang , Que Huang
Phase change materials (PCMs) have been limited in their energy storage applications due to inherent defects, such as leakage and low thermal conductivity. Consequently, the development of highly efficient adsorptive PCMs has become a focal point of research. By constructing a three-dimensional (3D) porous aerogel support skeleton, a new composite PCM (CPCM) with a high loading rate (more tham 98%), leakage prevention, and multifunctional properties has been successfully developed. The system innovatively integrates a 3D MXene framework, constructed via the ice template method, which enhances the thermal conductivity from 0.374 W/(m·K) to 1.388 W/(m·K) and achieves 43 dB electromagnetic shielding efficiency in the Ku-band (12–18 GHz). Owing to the synergistic design, the material exhibits significant electro-thermal conversion, with a local temperature rise of 91 °C at an input voltage of 15 V. Additionally, its high energy storage density (latent heat value more than 175 J·g−1) and easy-to-shape characteristics offer potential for multi-scenario applications in electronic thermal safety management and smart energy storage systems.
相变材料(PCMs)由于其固有的缺陷,如泄漏和低导热性,限制了其储能应用。因此,高效吸附PCMs的开发已成为研究的热点。通过构建三维(3D)多孔气凝胶支撑骨架,成功开发出一种具有高加载率(98%以上)、防泄漏和多功能性能的新型复合材料PCM (CPCM)。该系统创新性地集成了3D MXene框架,通过冰模板法构建,将导热系数从0.374 W/(m·K)提高到1.388 W/(m·K),并在ku波段(12-18 GHz)实现了43 dB的电磁屏蔽效率。由于协同设计,该材料表现出显著的电热转换,在输入电压为15 V时,局部温升为91℃。此外,其高储能密度(潜热值超过175 J·g−1)和易于成型的特性为电子热安全管理和智能储能系统的多场景应用提供了潜力。
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引用次数: 0
Dynamic acoustic emission source localization and damage evolution analysis of rock under compressive loading 岩石压缩加载下动态声发射源定位与损伤演化分析
Pub Date : 2025-09-01 DOI: 10.1016/j.jsasus.2025.07.001
Longjun Dong , Shen Zhang , Longbin Yang , Daoyuan Sun , Jianqing Xiao , Hongwei Wang
Understanding the dynamic damage evolution of rock is crucial for ensuring underground engineering stability. However, traditional acoustic emission (AE) source localization methods that rely on pre-measured velocity models introduce significant errors under heterogeneous media evolution. This study uses a self-developed AE monitoring system to investigate dynamic AE source localization and damage evolution in rock subjected to compressive loading. AE sensors captured spatiotemporal acoustic signals while velocity field inversion was performed by traveltime tomography to track crack propagation across four loading stages: crack closure, elastic deformation, stable crack propagation, and unstable crack propagation. Results, as visualized in Section 4, demonstrate that the velocity field increases dominantly during the initial stages, then exhibits localized attenuation as damage accumulates. A velocity-free localization method simultaneously solves for event locations and effective velocities, eliminates dependence on pre-measured velocity models, and achieves high-precision AE localization. The deduced localization results align with the X-shaped shear failure pattern of the specimen. This combined localization and tomography approach provides a reliable tool for real-time characterization of rock damage evolution, advancing fracture mechanism analysis and engineering monitoring under complex conditions.
了解岩石的动态损伤演化过程对保证地下工程的稳定性至关重要。然而,传统的声发射(AE)震源定位方法依赖于预测速度模型,在非均质介质演化条件下存在较大误差。利用自主开发的声发射监测系统,研究岩石在压缩载荷作用下声发射源的动态定位和损伤演化过程。声发射传感器捕获时空声信号,同时通过行时断层扫描进行速度场反演,跟踪裂纹在四个加载阶段的扩展:裂纹闭合、弹性变形、稳定裂纹扩展和不稳定裂纹扩展。结果,如第4节所示,表明速度场在初始阶段主要增加,然后随着损伤的积累呈现局部衰减。无速度定位方法同时求解了事件位置和有效速度,消除了对预测速度模型的依赖,实现了高精度声发射定位。推导出的局部化结果与试件的x形剪切破坏模式一致。这种结合了定位和层析成像的方法为岩石损伤演化的实时表征提供了可靠的工具,推进了复杂条件下的断裂机制分析和工程监测。
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引用次数: 0
Proposal of a safety maturity framework in construction: Implementing leading indicators for proactive safety management 提出建设安全成熟度框架:实施主动安全管理的领先指标
Pub Date : 2025-09-01 DOI: 10.1016/j.jsasus.2025.06.001
Hamidreza Golabchi , Estacio Pereira , Lianne Lefsrud , Yasser Mohamed
The construction industry remains among the most hazardous sectors globally, despite significant advancements in regulatory standards over the past decades. Traditional safety management practices often rely on lagging indicators which fail to prevent future incidents or foster a proactive safety culture. Safety leading indicators, in contrast, offer a forward-looking approach by identifying risks before incidents occur. However, the effective integration of these indicators remains underexplored, with a lack of structured frameworks to guide their implementation. This research addresses this gap by developing a safety maturity framework (SMF) specifically designed for construction organizations. The SMF provides a systematic model for assessing and enhancing safety performance through five progressive stages, moving from basic compliance to advanced, data-driven practices focused on continuous improvement. Building on and extending prior maturity models that emphasize cultural evolution, the SMF explicitly incorporates leading indicators as operational benchmarks at each stage of maturity, linking organizational culture with measurable safety practices. A rigorous methodology was employed, beginning with a systematic literature review to extract safety leading indicators. This was followed by semi-structured interviews with safety professionals. Thematic and content analysis revealed key patterns, including the critical role of leadership commitment, organizational learning, and workforce engagement in embedding leading indicators into day-to-day operations. Key findings also underscored the interdependent nature of leading indicators and safety culture, demonstrating how factors like leadership and culture interact dynamically to drive safety performance. The SMF serves as a practical tool for construction firms to transition from reactive safety measures to a proactive safety culture, enhancing risk anticipation, operational efficiency, and overall sustainability. The research contributes theoretically by integrating qualitative and quantitative insights into a cohesive framework and practically by providing actionable guidance for industry professionals.
尽管过去几十年来监管标准取得了重大进展,但建筑业仍然是全球最危险的行业之一。传统的安全管理实践往往依赖于滞后的指标,这些指标无法预防未来的事故或培养积极主动的安全文化。相比之下,安全领先指标通过在事故发生之前识别风险,提供了一种前瞻性的方法。然而,这些指标的有效整合仍未得到充分探讨,缺乏指导其实施的结构性框架。本研究通过开发专门为施工组织设计的安全成熟度框架(SMF)来解决这一差距。SMF提供了一个系统的模型,通过五个渐进的阶段来评估和提高安全性能,从基本的合规性到专注于持续改进的高级数据驱动实践。SMF建立并扩展了先前强调文化演变的成熟度模型,明确地将领先指标作为每个成熟度阶段的操作基准,将组织文化与可测量的安全实践联系起来。采用了严格的方法,从系统的文献综述开始提取安全领先指标。随后是与安全专业人员的半结构化访谈。专题和内容分析揭示了关键模式,包括领导承诺、组织学习和员工参与在将领先指标嵌入日常运营中的关键作用。主要研究结果还强调了领先指标和安全文化之间的相互依存性质,展示了领导力和文化等因素如何动态互动,以推动安全绩效。SMF是建筑公司从被动安全措施过渡到主动安全文化的实用工具,可以提高风险预测、运营效率和整体可持续性。该研究的理论贡献在于将定性和定量的见解整合到一个有凝聚力的框架中,而实践贡献在于为行业专业人士提供可操作的指导。
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引用次数: 0
Investigating the dynamic characteristics of crack formation of Jiangxi lateritic soil subjected to drying-wetting cycles 研究干湿循环作用下江西红土裂缝形成的动态特征
Pub Date : 2025-09-01 DOI: 10.1016/j.jsasus.2025.06.005
Yu Su , Pengshao Zeng , Wenliang Yao , Jianglin Gao , Chuangbing Zhou , Junyi Duan , Yue Zhang , Bo Han , Wenzhe Zhu , Tianpeng Chen , Weiping Liu , Yan Li
Earthen dams made of Jiangxi lateritic soil are widely built in Jiangxi Province, China. Field observations showed uneven settlements and cracks in the earthen dams, which were attributed to the dynamic water-level fluctuation in the reservoir. Under this circumstance, the initiation and propagation of cracks of Jiangxi lateritic soil can be accelerated by the drying-wetting (D-W) cycles, threatening the safety and stability of earthen dams. For this reason, the dynamic characteristics of cracks in Jiangxi lateritic soil under D-W cycles and its microstructure mechanism were investigated in this study, for up to 5 cycles (N = 5). The microstructure of Jiangxi lateritic soil was measured using mercury intrusion porosimetry (MIP) and scanning electron microscopy (SEM), and its effect on the crack patterns was quantitatively analyzed through image processing technique. The results showed that: (1) The drying-induced desiccation cracks with increasing N was divided into three stages: the crack-generating stage (N ​= ​0–1), the crack-propagating stage (N ​= ​1–3) and the crack-stable stage (N ​= ​3–5). The initiation and propagation of cracks showed a strong correlation with microstructure damage (e.g., aggregate decomposition and pore expansion), which resulted from D-W cycles. With the penetration of large pores, the cracks were generated; (2) The wetting-induced healing behavior was categorized into two zones: the first zone corresponded to the healing of sub-cracks, while the second zone corresponded to that of primary cracks. With increasing N, the full-healing of primary cracks (N ​= ​2) was converted to the partial healing of primary cracks (N ​= ​3–4) and wetting-induced cracks (N ​= ​5); (3) The crack dynamic hysteresis (CDH) behavior consists of two stages, which were separated by a threshold water content (wth). With increasing N, the wth value decreased, indicating that more residual cracks, which were not healed in the wetting process, were accumulated. This study addressed the effect of D-W cycles on the cracks dynamic characteristics of Jiangxi lateritic soil, which can be helpful in the design of geotechnical engineering.
江西红土坝在中国江西省广泛修建。现场观测发现土坝沉降不均匀,出现裂缝,这是由于库区动态水位波动造成的。在这种情况下,干湿循环会加速江西红土裂缝的萌生和扩展,威胁土坝的安全稳定。为此,本研究选取5个循环(N = 5),研究了D-W循环作用下江西红土裂缝的动力特性及其微观结构机制。采用压汞孔隙法(MIP)和扫描电镜(SEM)对江西红土的微观结构进行了测量,并通过图像处理技术定量分析了压汞对裂纹形态的影响。结果表明:(1)随着N的增大,干致干裂可分为裂纹产生阶段(N = 0 ~ 1)、裂纹扩展阶段(N = 1 ~ 3)和裂纹稳定阶段(N = 3 ~ 5)三个阶段。裂缝的萌生和扩展与微观结构损伤(如团聚体分解和孔隙扩张)有很强的相关性,这是由D-W循环引起的。随着大孔隙的渗透,产生裂纹;(2)湿致愈合行为分为两个区域,第一个区域对应于子裂缝的愈合,第二个区域对应于主裂缝的愈合。随着N的增大,原始裂纹(N = 2)的完全愈合转变为原始裂纹(N = 3 ~ 4)和润湿裂纹(N = 5)的部分愈合;(3)裂缝动态迟滞(CDH)行为分为两个阶段,以阈值含水率为分隔。随着N的增加,With值减小,说明在润湿过程中积累了更多未愈合的残余裂纹。研究了D-W循环对江西红土裂缝动力特性的影响,为岩土工程设计提供了理论依据。
{"title":"Investigating the dynamic characteristics of crack formation of Jiangxi lateritic soil subjected to drying-wetting cycles","authors":"Yu Su ,&nbsp;Pengshao Zeng ,&nbsp;Wenliang Yao ,&nbsp;Jianglin Gao ,&nbsp;Chuangbing Zhou ,&nbsp;Junyi Duan ,&nbsp;Yue Zhang ,&nbsp;Bo Han ,&nbsp;Wenzhe Zhu ,&nbsp;Tianpeng Chen ,&nbsp;Weiping Liu ,&nbsp;Yan Li","doi":"10.1016/j.jsasus.2025.06.005","DOIUrl":"10.1016/j.jsasus.2025.06.005","url":null,"abstract":"<div><div>Earthen dams made of Jiangxi lateritic soil are widely built in Jiangxi Province, China. Field observations showed uneven settlements and cracks in the earthen dams, which were attributed to the dynamic water-level fluctuation in the reservoir. Under this circumstance, the initiation and propagation of cracks of Jiangxi lateritic soil can be accelerated by the drying-wetting (D-W) cycles, threatening the safety and stability of earthen dams. For this reason, the dynamic characteristics of cracks in Jiangxi lateritic soil under D-W cycles and its microstructure mechanism were investigated in this study, for up to 5 cycles (<em>N</em> = 5). The microstructure of Jiangxi lateritic soil was measured using mercury intrusion porosimetry (MIP) and scanning electron microscopy (SEM), and its effect on the crack patterns was quantitatively analyzed through image processing technique. The results showed that: (1) The drying-induced desiccation cracks with increasing <em>N</em> was divided into three stages: the crack-generating stage (<em>N</em> ​= ​0–1), the crack-propagating stage (<em>N</em> ​= ​1–3) and the crack-stable stage (<em>N</em> ​= ​3–5). The initiation and propagation of cracks showed a strong correlation with microstructure damage (e.g., aggregate decomposition and pore expansion), which resulted from D-W cycles. With the penetration of large pores, the cracks were generated; (2) The wetting-induced healing behavior was categorized into two zones: the first zone corresponded to the healing of sub-cracks, while the second zone corresponded to that of primary cracks. With increasing <em>N</em>, the full-healing of primary cracks (<em>N</em> ​= ​2) was converted to the partial healing of primary cracks (<em>N</em> ​= ​3–4) and wetting-induced cracks (<em>N</em> ​= ​5); (3) The crack dynamic hysteresis (CDH) behavior consists of two stages, which were separated by a threshold water content (<em>w</em><sub><em>th</em></sub>). With increasing <em>N</em>, the <em>w</em><sub><em>th</em></sub> value decreased, indicating that more residual cracks, which were not healed in the wetting process, were accumulated. This study addressed the effect of D-W cycles on the cracks dynamic characteristics of Jiangxi lateritic soil, which can be helpful in the design of geotechnical engineering.</div></div>","PeriodicalId":100831,"journal":{"name":"Journal of Safety and Sustainability","volume":"2 3","pages":"Pages 195-206"},"PeriodicalIF":0.0,"publicationDate":"2025-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145183566","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Integrating knowledge management and large language models to advance construction Job Hazard Analysis: A systematic review and conceptual framework 整合知识管理与大型语言模型以推进建筑作业危害分析:系统回顾与概念架构
Pub Date : 2025-09-01 DOI: 10.1016/j.jsasus.2025.05.004
Abbey Dale Abellanosa , Estacio Pereira , Lianne Lefsrud , Yasser Mohamed
Conducting a Job Hazard Analysis (JHA) remains essential for managing safety risks in construction; however, the process is often manual, subjective, and knowledge-intensive. While numerous studies have proposed tools and techniques to enhance JHA, a comprehensive synthesis through the lens of construction safety knowledge management (CSKM) has been lacking. This systematic review fills that gap by: (1) Critically examining recent advancements in JHA practices with a focus on how tacit and explicit safety knowledge is acquired, integrated, and applied; (2) Analyzing the emerging role of interoperable and semantic technologies – such as building information modeling (BIM), ontologies, knowledge graphs (KGs), and semantic reasoning – in supporting JHA through CSKM; and (3) Proposing a novel conceptual framework that outlines the potential integration of large language models (LLMs) to automate and enhance JHA processes. Using the preferred reporting items for systematic reviews and meta-analyses (PRISMA) methodology, 90 peer-reviewed studies were systematically reviewed and thematically analyzed. The results reveal actionable patterns in how digital technologies and knowledge management strategies are converging to address longstanding issues in hazard identification and decision-making. By embedding institutional knowledge into LLM-supported CSKM, this review contributes to developing safer, more adaptive, and ultimately more sustainable construction practices.
进行工作危害分析(JHA)对管理建筑安全风险至关重要;然而,这个过程往往是手工的、主观的和知识密集型的。虽然许多研究提出了提高JHA的工具和技术,但缺乏从建筑安全知识管理(CSKM)的角度进行全面综合。本系统综述通过以下方式填补了这一空白:(1)严格审查JHA实践的最新进展,重点关注如何获得、整合和应用隐性和显性安全知识;(2)分析互操作和语义技术(如建筑信息建模(BIM)、本体、知识图(KGs)和语义推理)在通过CSKM支持JHA中的新兴作用;(3)提出一个新的概念框架,概述大型语言模型(llm)的潜在集成,以自动化和增强JHA过程。采用首选报告项目进行系统评价和荟萃分析(PRISMA)方法,对90项同行评议的研究进行了系统评价和主题分析。结果揭示了数字技术和知识管理战略如何融合以解决危害识别和决策中长期存在的问题的可操作模式。通过将制度知识嵌入法学硕士支持的CSKM,本综述有助于开发更安全、更适应性、最终更可持续的建筑实践。
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引用次数: 0
Consequences of facilities, vehicle, and equipment failures in United States federal wildland firefighter retention and morale 设施、车辆和设备故障对美国联邦野地消防员保留和士气的影响
Pub Date : 2025-06-01 DOI: 10.1016/j.jsasus.2025.02.005
Grace DeBusschere , Heather Byrne , Victoria Augustino , Rachel Granberg , Seth Pearson , Robin Verble
Equipment malfunctions and failures are a common cause of workplace injury. Here, we examined experiences with equipment, vehicles, and infrastructure malfunctions and failures, associated injuries, illnesses and casualties, and confidence in repair and reporting mechanisms in United States federal wildland firefighters. Respondents reported that equipment, facilities, and vehicles malfunction and failures often resulted in impaired work performance, and over 25% of respondents reported at least one injury, illness, or death associated with these malfunctions and failures. Over 75% of respondents lacked confidence that repairs would occur, and that reporting would positively impact outcomes.
设备故障和故障是工作场所伤害的常见原因。在这里,我们研究了设备、车辆和基础设施的故障和失败,相关的伤害、疾病和伤亡,以及美国联邦野地消防员对修复和报告机制的信心。答复者报告说,设备、设施和车辆的故障和故障经常导致工作绩效受损,超过25%的答复者报告说,至少有一次与这些故障和故障有关的伤害、疾病或死亡。超过75%的受访者对维修会发生以及报告会对结果产生积极影响缺乏信心。
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引用次数: 0
Mitigating road risks in the oil & gas industry: A comprehensive approach through journey risk management plans 降低油气行业的道路风险:通过旅程风险管理计划的综合方法
Pub Date : 2025-06-01 DOI: 10.1016/j.jsasus.2025.03.002
Ajith Subbiah , Sudha Subburaj , Sivaprakash Muthukrishnan , Shatrudhan Pandey , Pradyut Anand
Road accidents of hazardous chemical vehicles correlate with environmental impact and human loss. Precisely predicting accidental chemical leaks during transportation is crucial in improving accident management. It helps augment the safety of roadways, infrastructures, and human life. This study focuses on identifying the best route for the transportation of ammonia and liquefied natural gas (LNG), identifying possible hazards in the route, quantifying the risk, and providing controls to reduce the risk to as low as possible. The quantification of risk is estimated through dispersion modeling of accidental scenarios. Based on the risk assessment results and the consequence evaluations, controls are recommended to reduce the number of accidents and their impacts on people, property, and the environment. The result shows that driving through major roads, narrow bridges, and accident zones contributes to high risk. The controls include a vehicle monitoring and tracking system, maintaining the competency of drivers, and emergency response planning in the form of a journey management system. This journey management system focuses on four aspects: people, processes, equipment, and technology. After implementing this journey management system, accidents dropped from 48 to 3 in 3 years, demonstrating its potential for significant risk reduction. With every successful trip, the number of accidents reduced along with their severity, and the industry’s reputation has increased significantly.
危险化学品车辆的道路事故与环境影响和人员损失有关。准确预测运输过程中化学品泄漏事故是提高事故管理水平的关键。它有助于提高道路、基础设施和人类生活的安全性。本研究的重点是确定氨和液化天然气(LNG)运输的最佳路线,识别路线中可能存在的危险,量化风险,并提供控制措施,以尽可能降低风险。通过对事故情景的离散建模来估计风险的量化。根据风险评估结果和后果评价,建议采取控制措施,以减少事故数量及其对人员、财产和环境的影响。结果表明,开车经过主要道路、狭窄的桥梁和事故区域会增加风险。这些控制措施包括车辆监控和跟踪系统,维护驾驶员的能力,以及以旅程管理系统的形式制定应急响应计划。该行程管理系统主要从人员、流程、设备、技术四个方面进行设计。在实施这一行程管理系统后,事故在三年内从48起下降到3起,显示出其显著降低风险的潜力。随着每一次成功的航行,事故的数量和严重程度都有所减少,行业的声誉也大大提高。
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引用次数: 0
Human thermal comfort indicator in high-temperature environments in deep mining 深部开采高温环境人体热舒适指标
Pub Date : 2025-06-01 DOI: 10.1016/j.jsasus.2025.03.001
Naiping Li , Hongmei Shu , Daoyuan Sun
With the continuous advancement of deep mining, high-temperature environments pose severe challenges to miners' thermal comfort and occupational health. This study systematically summarizes the primary analytical indicators for studying human thermal comfort in deep mining high-temperature environments, compares the advantages and limitations of existing models, and addresses the difficulty in dynamically measuring thermal comfort parameters. A novel wearable pulse monitoring device is proposed, utilizing easily trackable pulse parameters as a critical indicator of thermal comfort. The dynamic quantitative relationships between environmental temperature and physiological responses are analyzed, establishing a dynamic thermal comfort prediction framework based on pulse parameters. This method offers real-time feedback and enhanced accuracy in reflecting miners’ heat stress states. Results demonstrate that the proposed framework significantly outperforms traditional approaches in high-temperature conditions, providing theoretical and technical foundations for optimizing thermal environments, enhancing heat stress protection, and enabling intelligent mine safety management. Future research will integrate multi-source data fusion and multi-field coupling analysis to advance precision and intelligence in deep mining thermal comfort studies.
随着深部开采的不断推进,高温环境对矿工的热舒适和职业健康提出了严峻的挑战。本研究系统总结了深采高温环境下人体热舒适研究的主要分析指标,比较了现有模型的优点和局限性,解决了热舒适参数动态测量的难点。提出了一种新型的可穿戴式脉搏监测装置,利用易于跟踪的脉搏参数作为热舒适的关键指标。分析了环境温度与生理反应之间的动态定量关系,建立了基于脉冲参数的动态热舒适预测框架。该方法提供了实时反馈,提高了反映矿工热应激状态的准确性。结果表明,该框架在高温条件下显著优于传统方法,为优化热环境、加强热应力防护、实现矿山安全智能管理提供了理论和技术基础。未来的研究将结合多源数据融合和多场耦合分析,提高深部开采热舒适研究的精密化和智能化水平。
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引用次数: 0
Drying characteristics of green pellets based on the Weibull and Dincer models 基于Weibull和Dincer模型的绿色颗粒干燥特性
Pub Date : 2025-06-01 DOI: 10.1016/j.jsasus.2025.05.001
Xiaoping Zhang , Zihao Fan , Hongliang Wu , Junqiang Cong , Jialong Yang , Baoliang Wen
The drying of green pellets is a critical step in the pellet production process. To optimize and control the drying process of green pellets, it is essential to understand the green pellets moisture variation over time under different drying conditions. This study investigates the impact of various drying conditions on the drying characteristic of green pellets and evaluates the applicability of the Weibull and Dincer models in describing the drying process of green pellets. The results show that the drying process of green pellets can be divided into acceleration and deceleration periods, with no constant-rate period. Increasing the drying air temperature and air velocity, decreasing the drying layer weight, and reducing the green pellets diameter help shorten the drying completion time of green pellets. The Weibull and Dincer models can accurately describe the drying behavior of green pellets, providing a simple yet reliable method for determining the moisture diffusivity and mass transfer coefficient values during the drying process of green pellets. The calculations of β and Bi values suggest that the drying process of green pellets is limited by both internal and external moisture transfer resistances. The activation energy Ea value for the drying process of green pellets is calculated to be 13.56 ​kJ ​mol−1.
绿色颗粒的干燥是颗粒生产过程中的关键步骤。为了优化和控制生料颗粒的干燥过程,有必要了解不同干燥条件下生料颗粒水分随时间的变化。本研究考察了不同干燥条件对绿色颗粒干燥特性的影响,并评价了Weibull和Dincer模型在描述绿色颗粒干燥过程中的适用性。结果表明:青粒的干燥过程可分为加速和减速两个阶段,不存在恒速率阶段;提高干燥空气温度和风速,减小干燥层重,减小生粒直径,有利于缩短生粒的干燥完成时间。Weibull和Dincer模型可以准确地描述绿色颗粒的干燥行为,为确定绿色颗粒干燥过程中的水分扩散系数和传质系数值提供了一种简单可靠的方法。β和Bi值的计算表明,绿色颗粒的干燥过程受到内部和外部水分传递阻力的限制。计算得到绿色颗粒干燥过程的活化能Ea值为13.56 kJ mol−1。
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Journal of Safety and Sustainability
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