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An Integrated Quality Management System (QMS) Combined with AI/ML Guidelines for the Design and Development of Sustainable Products and Services for IT and Engineering R&D Companies Providing Solutions to Global Mining Organizations 综合质量管理体系(QMS)与人工智能/ML 指南相结合,为向全球矿业组织提供解决方案的 IT 和工程研发公司设计和开发可持续产品和服务提供指导
Q4 Energy Pub Date : 2024-07-22 DOI: 10.18311/jmmf/2024/44195
Praveen Harkawat
As per Nature1 , AI may act as an enabler on 134 targets (79%) across all Sustainable Development Goals (SDGs), generally through technological improvement and by putting the right processes in place to ensure compliance with applicable regulations, certifications, and standards. As the sustainability and green tech market2 is expected to grow at 21% CAGR and will reach $73 billion by 2023, it's the best time for IT and Engineering R&D (ERD) companies to strengthen their internal processes to ensure that mining customers are served in a better way. The mining solutions are driven by tightening regulations, shifting customer preferences, and higher compliance requirements. Mining companies must act on many fronts, changing supply networks, manufacturing processes, and business models. Companies are also rethinking how their products are designed, engineered, and used, looking for ways to meet performance and quality requirements while using fewer resources across the full life cycle of everything they make/implement/use. India is a leading software exporter, and many companies are supporting global mining customers across the world. It’s now the right time for IT and ERD companies to ensure that mining customers are supported in this fast-changing business and regulatory environment. For sustainable product development/services, companies need to put a strong internal Quality Management System (QMS), ensuring better compliance and usage of AI/ML and tools and related standards/certifications. So, the researcher is proposing a conceptual integrated QMS to support sustainable product development/services which can be used by IT and ERD companies developing mining solutions. The proposed system will provide a high-level view of the required standards, procedures, guidelines, templates etc., which will be compliant with the global sustainability standards/certifications requirements.
根据《自然》杂志1 的报道,人工智能可在所有可持续发展目标(SDGs)中的 134 个目标(79%)中发挥促进作用,一般是通过技术改进和建立正确的流程来确保符合适用的法规、认证和标准。由于可持续发展和绿色技术市场2 预计将以 21% 的复合年增长率增长,到 2023 年将达到 730 亿美元,因此现在是 IT 和工程研发 (ERD) 公司加强内部流程,确保以更好的方式为采矿客户提供服务的最佳时机。矿业解决方案的驱动力来自于不断收紧的法规、客户偏好的转变以及更高的合规性要求。矿业公司必须在多方面采取行动,改变供应网络、生产流程和业务模式。公司也在重新思考产品的设计、工程和使用方式,寻找各种方法来满足性能和质量要求,同时在其制造/实施/使用的所有产品的整个生命周期中使用更少的资源。印度是领先的软件出口国,许多公司都在为全球矿业客户提供支持。现在正是 IT 和企业资源开发公司确保在瞬息万变的商业和监管环境中为矿业客户提供支持的大好时机。为了实现可持续的产品开发/服务,公司需要建立强大的内部质量管理体系(QMS),确保更好地遵守和使用人工智能/ML 和工具以及相关标准/认证。因此,研究人员提出了一个支持可持续产品开发/服务的概念性综合质量管理系统,可供开发采矿解决方案的 IT 和 ERD 公司使用。建议的系统将提供所需的标准、程序、指南、模板等的高级视图,这些都将符合全球可持续发展标准/认证要求。
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引用次数: 0
A Review on Carbon Fiber Reinforced Metal Matrix Composites 碳纤维增强金属基复合材料综述
Q4 Energy Pub Date : 2024-07-22 DOI: 10.18311/jmmf/2024/44015
Samuel Dayanand, B. Satish Babu, Aravinda Telagu, Basawaraj, S. Mukunda, Ankit Kumar Singh, Madeva Nagaral
The manufacturing sector perpetually seeks high-quality materials capable of meeting the requirements for enhanced mechanical properties, thereby enabling their widespread application across various industries. Integrating Carbon Fibers (CFs) into metal matrices has demonstrated significant efficacy in augmenting the comprehensive attributes of the resultant composites. This comprehensive review focuses on the latest advancements and techniques involving the utilization of carbon fibers in conjunction with metal matrix material, aimed at augmenting a spectrum of mechanical attributes. Various methods used to synthesize carbon fiber reinforced metal composites have been discussed and summarized. Liquid metallurgy technique is playing important role in the fabrication of the carbon fiber reinforced metal composites.
制造业一直在寻求能够满足增强机械性能要求的优质材料,从而使其在各行各业得到广泛应用。将碳纤维(CF)与金属基材相结合,在增强复合材料的综合属性方面具有显著功效。本综述重点介绍碳纤维与金属基体材料结合使用的最新进展和技术,旨在增强各种机械属性。文中讨论并总结了用于合成碳纤维增强金属复合材料的各种方法。液态冶金技术在碳纤维增强金属复合材料的制造中发挥着重要作用。
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引用次数: 0
A Case Study on the Mining Accidents Due to Unsafe Behaviour of Machinery Operators 机械操作员不安全行为导致采矿事故的案例研究
Q4 Energy Pub Date : 2024-07-22 DOI: 10.18311/jmmf/2024/44685
J. John Gladious, S. Abishek, T. Prashanth, B. Praveen, Earnest R. Kirubagaran
The main objective of this study was to investigate the underlying factors contributing to unsafe behavior among machinery operators through questionnaires distributed among a sample of 48 operators. Data analysis conducted via SPSS software and Spearman analysis revealed several key contributors to unsafe behavior. These factors encompassed demographical aspects (such as age and educational background), job-related stress, dissatisfaction at work, social support, and the impact of addictive behaviors. Spearman correlation analysis further elucidated the interconnectedness among these variables offering insights valuable in mitigating unsafe behaviors.
本研究的主要目的是通过向 48 名操作员发放调查问卷,调查导致机械操作员不安全行为的潜在因素。通过 SPSS 软件和斯皮尔曼分析法进行的数据分析揭示了导致不安全行为的几个关键因素。这些因素包括人口统计学方面(如年龄和教育背景)、与工作相关的压力、对工作的不满、社会支持以及成瘾行为的影响。斯皮尔曼相关分析进一步阐明了这些变量之间的相互联系,为减轻不安全行为提供了有价值的见解。
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引用次数: 0
Effects of CNT Nanoparticles' on the Performance and Emission Study of CI Engines Utilizing a Combination of Diesel and Waste Cooking Oil Biodiesel 碳纳米管纳米颗粒对使用柴油和废食用油生物柴油组合的 CI 发动机性能和排放研究的影响
Q4 Energy Pub Date : 2024-07-22 DOI: 10.18311/jmmf/2024/44511
Rohit Singh, R. Porwal, Vijay Verma
In this work, the effects of adding Multi-Walled Carbon Nanotubes (MWCNT) along with leftover cooking oil on a diesel engine's efficiency, emissions, and combustion properties were studied. After TEM examination, using an ultrasonicator, the MWCNT was combined with biodiesel fuel made from leftover cooking oil at concentrations of 0 and 25, parts per million. A constant speed of 1500 rpm was used to test these blends while varying engine loads. The experimental results indicated that the cylinder peak pressure, peak pressure rise rate, and heat release rate were slightly lower when MWCNTs were added to WCO fuel compared to pure WCO fuel. The innovative fuel mix significantly decreased CO and BSFC. Not only that, but the specific fuel consumption was lower than with pure WCO fuel, and the brake thermal efficiency was significantly altered.25 ppm was found to be the proper dose level of MWCNTs with WCO fuel based on engine capability and pollutant comparisons. All engine performance metrics significantly increased as a result.
在这项工作中,研究了在剩烹饪油中添加多壁碳纳米管(MWCNT)对柴油发动机的效率、排放和燃烧性能的影响。经过 TEM 检验后,使用超声波发生器将多壁碳纳米管与由剩烹饪油制成的生物柴油燃料结合在一起,浓度分别为百万分之 0 和百万分之 25。在改变发动机负荷的同时,以每分钟 1500 转的恒定转速对这些混合物进行测试。实验结果表明,与纯 WCO 燃料相比,在 WCO 燃料中添加 MWCNT 时,气缸峰值压力、峰值压力上升率和热释放率略低。创新的混合燃料大大降低了 CO 和 BSFC。不仅如此,比油耗也比纯 WCO 燃料低,制动热效率也有明显改变。根据发动机性能和污染物比较,发现 25 ppm 是 WCO 燃料中添加 MWCNTs 的适当剂量水平。因此,所有发动机性能指标都明显提高。
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引用次数: 0
Optimization of Chemical Engineering Processes in the Mining and Metal Industry 优化采矿和金属工业的化学工程流程
Q4 Energy Pub Date : 2024-07-22 DOI: 10.18311/jmmf/2024/43879
Santosh Walke, M. Naniwadekar, Chetan M. Thakar, M. Mandake, Ravi W. Tapre, Sandhya D. Jadhav
Process optimization is an important area of research in the mining and metal industries. The application of mathematical models and optimization techniques has led to significant improvements in process efficiency, reduced operating costs, and improved product quality. The use of simulation tools has also allowed for the development of virtual plants that can be used to test different process scenarios and optimize plant performance. To completely reap the rewards of process optimisation, there are still several issues that need to be resolved. The integration of sustainability and environmental impact assessments into the optimisation process is one of the major issues. This necessitates the creation of models that can take the environmental impact of various process factors into consideration and enable process optimisation using environmental standards. The creation of more complicated mathematical models that can capture the intricate interconnections between various process factors presents another difficulty. Advanced machine learning and data analytics methods like neural networks and genetic algorithms must be used for this. Despite these challenges, the future of process optimization looks promising. Emerging technologies, such as the Internet of Things and big data analytics, are opening up new opportunities for process optimization. The use of sensors and real-time data analytics can provide plant operators with the information they need to make real-time decisions and optimize plant performance. Process optimization is a critical area of research for the mining and metal industries. The use of mathematical models, optimization techniques, and simulation tools has led to significant improvements in process efficiency and product quality.
工艺优化是采矿和金属行业的一个重要研究领域。数学模型和优化技术的应用大大提高了工艺效率,降低了运营成本,提高了产品质量。模拟工具的使用也使得虚拟工厂的开发成为可能,可以用来测试不同的工艺方案并优化工厂性能。要完全获得工艺优化的回报,仍有几个问题需要解决。将可持续发展和环境影响评估纳入优化流程是主要问题之一。这就需要建立模型,将各种工艺因素对环境的影响考虑在内,并利用环境标准实现工艺优化。创建更复杂的数学模型,以捕捉各种工艺因素之间错综复杂的相互联系,是另一个难题。为此,必须使用神经网络和遗传算法等先进的机器学习和数据分析方法。尽管存在这些挑战,工艺优化的未来仍充满希望。物联网和大数据分析等新兴技术正在为工艺优化带来新的机遇。传感器和实时数据分析的使用可为工厂操作人员提供实时决策和优化工厂绩效所需的信息。工艺优化是采矿和金属行业的一个重要研究领域。数学模型、优化技术和仿真工具的使用大大提高了工艺效率和产品质量。
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引用次数: 0
Enhancement of Truck Transportation Efficiency Through Remote Monitoring of Route and Mineral Load 通过远程监控路线和矿物负载提高卡车运输效率
Q4 Energy Pub Date : 2024-07-22 DOI: 10.18311/jmmf/2024/44224
J. John Gladious, S. Ajithraj, R. Arunkumar, N. Sridharan, K. Rajeshraj
The mining industry faces significant challenges when it comes to ensuring the safety and security of heavy-duty trucks operating outside the boundaries of the mine through remote routes and mineral load monitoring. To address these concerns, this study proposes an approach to enhance safety and surveillance by utilizing the Global Positioning System (GPS) and load cell technology to track trucks beyond the mine boundary and mineral load monitoring. The developed system will provide real-time information about truck location, speed, mass theft, and idle routes. To achieve this, a GPS tracker is installed on the truck, providing accurate and reliable location data, and a load cell is installed to monitor the mineral load. This will help ensure compliance with safety regulations and prevent unauthorized stopping and mineral theft. To monitor the location, speed, mass theft, load monitoring, and unauthorized stoppings BLYNK application is used. This system will facilitate improved decision-making, enable timely response to emergencies, enhance operational efficiency, and reduce the risks associated with truck operations outside the mine.
采矿业在通过远程路线和矿物装载监控确保矿区外重型卡车的安全和安保方面面临巨大挑战。为了解决这些问题,本研究提出了一种方法,利用全球定位系统(GPS)和称重传感器技术来跟踪矿区边界外的卡车和矿物载荷监控,从而加强安全和监控。所开发的系统将提供有关卡车位置、速度、大量失窃和闲置路线的实时信息。为此,将在卡车上安装一个 GPS 跟踪器,提供准确可靠的位置数据,并安装一个称重传感器来监测矿物负载。这将有助于确保遵守安全规定,防止未经授权的停车和矿石盗窃。使用 BLYNK 应用程序来监控位置、速度、矿石盗窃、装载监控和未经授权的停车。该系统将有助于改进决策,及时应对紧急情况,提高运营效率,并降低卡车在矿区外运营的相关风险。
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引用次数: 0
Modelling and Analysis of a Single Slope Solar Still for Desalination of Water 用于海水淡化的单坡太阳能蒸馏器的建模与分析
Q4 Energy Pub Date : 2024-07-22 DOI: 10.18311/jmmf/2024/44523
G. S. Girishkumar, M. R. Kamesh, S. Rohith, D. Yogaraj, M. Abhilash, H. Sathish, R. Vinayakumar, C. Somashekar
Nowadays, brackish water/seawater desalination is a subject of concern to many researchers all over the world. Solar desalination is a renewable energy-driven method that produces freshwater from saline/brackish water. Many coastal countries suffer from a scarcity of freshwater. Solar-driven desalination is an optimistic and sustainable method to reduce the shortage of potable water in remote regions. Solar desalination is a viable way to produce potable water from any type of non-drinkable water. The recourse to use of solar energy in desalination by distillation, represents as appreciable part of water resources and is realizable, simple, cost-effective, operational solution technically. In this work, Modelling and simulation analysis of single-slope solar still for desalination of water is investigated in CFD-Ansys by considering solar radiation data at 12.8852°N, 77.572625°E in Bengaluru, Karnataka, India. The simulation results found that, the solar still yields the distillate at the rate is 2 litres/m2 for 10 litres of saline water that runs for 12 hours a day (from 7:00 am to 6:00 pm). A comparison between various inclination angles were performed. Solar still yields thermal efficiency of 24% at the inclination angle of 38° when compared with the inclination angles of 22°, 28°, 32° and 44°.
如今,咸水/海水淡化是全世界许多研究人员关注的课题。太阳能海水淡化是一种可再生能源驱动的方法,它能从盐水/咸水中产生淡水。许多沿海国家都面临淡水匮乏的问题。太阳能驱动的海水淡化是减少偏远地区饮用水短缺的一种乐观和可持续的方法。太阳能海水淡化是利用任何类型的非饮用水生产饮用水的可行方法。利用太阳能进行蒸馏海水淡化是水资源的重要组成部分,在技术上是可实现的、简单的、具有成本效益的可操作解决方案。在这项工作中,考虑到印度卡纳塔克邦班加罗尔市北纬 12.8852°,东经 77.572625°的太阳辐射数据,在 CFD-Ansys 中对用于海水淡化的单斜太阳能蒸馏器进行了建模和模拟分析。模拟结果表明,太阳能蒸馏器每天运行 12 小时(上午 7:00 至下午 6:00),在 10 升盐水的条件下,蒸馏水的产量为 2 升/平方米。对不同的倾斜角度进行了比较。与 22°、28°、32° 和 44°倾角相比,太阳能蒸发器在 38°倾角时的热效率为 24%。
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引用次数: 0
A Comparative Study to Assess the Efficiency of Wet Beneficiation Techniques for Treatment of Low-Grade and High-Grade Bauxite Ore 评估湿法选矿技术处理低品位和高品位铝土矿效率的比较研究
Q4 Energy Pub Date : 2024-07-22 DOI: 10.18311/jmmf/2024/43659
Manoj Modi, Pankaj Dewangan
Bauxite is the basic raw material of aluminium used to extract alumina in Bayer’s process. With the huge demand and the rapid development of the global alumina industry, bauxite consumption is rising and has reached more than 160 million tonnes per year. With such a high demand for aluminium, it is becoming more difficult to meet the consumption due to the gradual global decline of high-grade bauxite resources. In the current market scenario, treating bauxites containing more than 5% reactive silica (SiO2) is generally considered uneconomic due to excessive soda consumption in Bayer’s process. The present study is conducted to examine the influence of the wet beneficiation process in the pre-treatment of low-grade and high-grade bauxite ores and a comparative analysis of the results obtained regarding alumina recovery and silica reduction. For this study, High-Grade (HG) and Low-Grade (LG) bauxite ore samples were collected from different bauxite mines of the East Coast region and subjected to wet beneficiation. Comparative chemical analysis of the before and after beneficiation samples revealed the wet beneficiation process to be significantly effective in the pre-treatment of LG bauxite samples with an average increment of 10.84% in the alumina content and 18.38% average reduction in silica after wet beneficiation.
铝土矿是拜耳工艺中用于提取氧化铝的基本铝原料。随着全球氧化铝工业的巨大需求和快速发展,铝土矿的消耗量不断上升,目前已达到每年 1.6 亿吨以上。在铝需求量如此之大的情况下,由于全球高品位铝土矿资源逐渐减少,满足铝消耗量变得越来越困难。在目前的市场情况下,由于拜耳法工艺消耗过多的苏打,处理活性二氧化硅(SiO2)含量超过 5%的铝土矿通常被认为是不经济的。本研究旨在考察湿法选矿工艺对低品位和高品位铝土矿预处理的影响,并对氧化铝回收率和二氧化硅减少量的结果进行比较分析。在这项研究中,从东海岸地区的不同铝土矿采集了高品位(HG)和低品位(LG)铝土矿样品,并对其进行了湿法选矿。对选矿前后样品的化学分析比较显示,湿法选矿工艺对 LG 铝土矿样品的预处理效果显著,湿法选矿后氧化铝含量平均增加 10.84%,二氧化硅平均减少 18.38%。
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引用次数: 0
Influence of Welding Parameters on Weld Timings, Temperature Variation and Mechanical Strength of Friction Stir Welded AA6061 and AA6082 Alloy 焊接参数对摩擦搅拌焊接 AA6061 和 AA6082 合金的焊接时间、温度变化和机械强度的影响
Q4 Energy Pub Date : 2024-07-22 DOI: 10.18311/jmmf/2024/44426
S. Prashantha, B. R. Omkaresh
Friction stir welding is a type of welding that creates friction using a stirring tool while the work-pieces are held together in the welding joint configuration. Friction stir welding is a solid-state welding process. It is one of the efficient ways of joining technology of materials. The friction forces at a microscopic level to change the inner structure of metal properties and it is done by using the kinetic energy of friction in welding methods. This work is majorly carried out to optimize the process parameters like tool rotational speed, Feed, ultimate tensile strength of friction stir welded joint on AA6061 and AA6082 alloy. Welding speed and temperature variation in the workpiece during the welding is recorded for different trials. Failure analysis was carried out for different fractured surfaces by using Scanning Electron Microscope (SEM) revels ductile fracture due to micro void coalescence. The maximum ultimate tensile strength was at a speed of 900 rpm, feed 31.5 mm/min indicates high joint efficiency. Welding speed is more at the feed 90mm/min. Maximum rise in the temperature is at speed 2000 rpm and feed 90 mm/min.
搅拌摩擦焊是一种利用搅拌工具产生摩擦力的焊接方式,同时工件以焊接接头的形式固定在一起。搅拌摩擦焊是一种固态焊接工艺。它是材料连接技术的有效方法之一。摩擦力在微观层面上改变了金属的内部结构,它是利用焊接方法中的摩擦动能实现的。这项工作的主要目的是优化工艺参数,如工具转速、进料量、AA6061 和 AA6082 合金搅拌摩擦焊接接头的极限拉伸强度。记录了不同试验的焊接速度和焊接过程中工件的温度变化。使用扫描电子显微镜(SEM)对不同断裂表面进行了断裂分析,结果表明,由于微空隙凝聚,断裂呈韧性。在转速为 900 rpm、进料速度为 31.5 mm/min 时,极限拉伸强度最大,这表明焊接效率很高。焊接速度在进料 90 毫米/分钟时更快。在转速为 2000 rpm、进给速度为 90 mm/min 时,温度升幅最大。
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引用次数: 0
Sliding Wear Characteristics of Zn-15Sn Alloy with Nano B4C Reinforced Composites 纳米 B4C 增强复合材料 Zn-15Sn 合金的滑动磨损特性
Q4 Energy Pub Date : 2024-07-22 DOI: 10.18311/jmmf/2024/44052
Santosh.V. Janamatti, Raju Jadar, S. B. Angadi, Nagaraj Namdev, Subbaraya M. Kumar, Madeva Nagaral, A. N. Prashanth
In the current investigation, high pin-on-disc wear testing equipment was used to examine the impact of modest additions of nano B4C on the wear behaviour of a Zn alloy (85Zn-15Sn). Zn-Sn alloy behaviour at a constant SD of 2000m under pressures (10N, 20N, 30N, and 40N) and sliding speeds (1.4, 1.8, 2.3 and 2.8 m/s) was investigated. Microanalysis with SEM/EDX was used to characterise the matrix and worn surfaces. According to the results, the wear rate of Zn alloy rises with rising pressures, sliding speeds and distances in all situations examined and lowers with an additional level of 8 weight per cent B4C to the Zn alloy when tested. This is brought on by the partial refinement of Zn dendrites, as well as the precipitation hardening of solid solutions. The worn surface investigation suggests that the creation of a thick oxide layer during sliding enhances tribological features.
在本次研究中,使用了高针盘磨损测试设备来研究适量添加纳米 B4C 对锌合金(85Zn-15Sn)磨损行为的影响。在压力(10N、20N、30N 和 40N)和滑动速度(1.4、1.8、2.3 和 2.8 米/秒)条件下,研究了 Zn-Sn 合金在 2000 米恒定标距下的行为。使用 SEM/EDX 显微分析法对基体和磨损表面进行了表征。结果表明,在所有测试条件下,锌合金的磨损率都会随着压力、滑动速度和距离的增加而增加,当锌合金中添加 8% 的 B4C 时,磨损率会降低。这是由于锌枝晶的部分细化以及固溶体的沉淀硬化造成的。磨损表面调查表明,滑动过程中产生的厚氧化层可增强摩擦学特性。
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引用次数: 0
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Journal of Mines, Metals and Fuels
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