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Comprehensive Analysis of Heavy Metal Aerosol Emissions and Health Risk from the Electrical Discharge Machining Process: A Control and Mitigation Approach for Green Manufacturing 全面分析放电加工过程中的重金属气溶胶排放和健康风险:绿色制造的控制与缓解方法
IF 4.2 3区 工程技术 Q1 ENGINEERING, MANUFACTURING Pub Date : 2024-05-07 DOI: 10.1007/s40684-024-00624-w
Gopal Ashok Gupta, Mahavir Singh, Janakarajan Ramkumar, Tarun Gupta, Sandip Patil

On a metal manufacturing shop floor, hazardous metal emissions are released from machines. These emissions remain suspended in the proximity of the working environment for an extended period despite the presence of a ventilation system and pose health risks to the workers. The present work discussed the need and demand for control and mitigation of emissions from the most demanding industrial shop floor electrical discharge machine (EDM) process for pollution-free manufacturing. The emissions of metal aerosols from the EDM process impose significant concerns for occupational safety. Health risk assessment of EDM emission reveals the presence of carcinogenic and non-carcinogenic elements in substantially high concentrations, causing several pulmonary and life-threatening diseases. The developed nanofiber-based multi-layer auxiliary filtration system reduces the PM1 particles of 170 × 105 per litre of air concentration using the non-coated and nano-coated composite nanofiber-based multi-layer filters with filtration efficiency of ~ 87% and 97.27%, respectively. Moreover, the filtration efficiency of varying sizes of PM particles (average diameter of > 0.35 µm) is estimated to be ~ 99% using the above-mentioned in-house developed filtration systems with less pressure drop comparable with commercial filters. A comparative assessment of in-house developed filtration systems reveals nearly equal filtration efficiency with low flow resistance, reusable and cost-effectiveness than the high-efficiency particulate air (HEPA) filters. The presented study examines hazardous emissions from shopfloor machines and proposes a control mitigation approach through technological innovation to promote green manufacturing.

在金属制造车间,机器会排放出有害的金属废气。尽管有通风系统,但这些排放物仍长时间悬浮在工作环境附近,对工人的健康构成威胁。本研究讨论了为实现无污染生产而控制和减少最苛刻的工业车间放电加工(EDM)过程中的排放物的必要性和需求。电火花加工过程中排放的金属气溶胶对职业安全造成了严重影响。对电火花加工排放物的健康风险评估显示,其中存在高浓度的致癌和非致癌元素,可导致多种肺部疾病和危及生命的疾病。所开发的基于纳米纤维的多层辅助过滤系统利用无涂层和纳米涂层复合纳米纤维多层过滤器降低了每升空气中浓度为 170 × 105 的 PM1 颗粒,过滤效率分别为 ~ 87% 和 97.27%。此外,使用上述内部开发的过滤系统,对不同大小的可吸入颗粒物(平均直径为 0.35 微米)的过滤效率估计约为 99%,压降小于商用过滤器。对内部开发的过滤系统进行比较评估后发现,与高效空气微粒(HEPA)过滤器相比,其过滤效率几乎相同,且流动阻力小,可重复使用,成本效益高。本研究对车间机器的有害排放物进行了研究,并提出了通过技术创新促进绿色制造的控制缓解方法。
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引用次数: 0
High Efficiency Preparation of Microdrill Edge by Shear Thickening Polishing 通过剪切增厚抛光高效制备微钻刃口
IF 4.2 3区 工程技术 Q1 ENGINEERING, MANUFACTURING Pub Date : 2024-05-05 DOI: 10.1007/s40684-024-00634-8
Yu Zhou, Jianpeng Zhang, Xuanda Shao, Yanfei Dai, Jiahuan Wang, Binghai Lyu

The microdrill serves as precision cutting tool employed in the drilling of printed circuit boards (PCBs). The edge defects, such as grinding marks and burrs resulting from the grinding process, significantly impairs both the drilling quality and service life. Hence, it is imperative to meticulously prepare the cutting edge to ensure optimal cutting performance. In this paper, the cutting edge of cemented carbide microdrill was prepared by shear thickening polishing (STP) method. To achieve efficient cutting edge preparation of microdrill, STP experiment was carried out to evaluate the polishing force and determine the suitable processing parameters. Furthermore, the electrolysis combined shear thickening polishing (E-STP) method was employed in microdrill edge preparation, and the influence of different electrolytic voltage on the edge preparation effect was studied. The experimental results indicate that cutting edge preparation efficiency of microdrill in the STP process can be successfully increased by increasing the polishing speed, the main cutting edge radius increases from the initial 2.77 ± 0.4 μm to the highest 3.9 ± 0.3 μm after 2 min processing (polishing speed v = 85 rpm). The E-STP method is proven as an effective way in removing microdrill edge defects with a smaller polishing speed (v = 55 rpm). But, drilling experiments show that the wear resistance and drilling accuracy of the E-STP prepared microdrill (r average 3.6 μm) is significantly worse than that of the STP prepared microdrill (r average 3.5 μm) due to the Co loss. Overall, our research provides a new idea for realizing efficient cutting edge preparation of microdrill.

微型钻头是用于印刷电路板(PCB)钻孔的精密切割工具。磨削过程中产生的磨痕和毛刺等刃口缺陷会严重影响钻孔质量和使用寿命。因此,必须对切削刃进行精心处理,以确保最佳的切削性能。本文采用剪切增厚抛光(STP)方法制备硬质合金微钻的切削刃。为实现微钻切削刃的高效制备,进行了 STP 实验,以评估抛光力并确定合适的加工参数。此外,还将电解联合剪切增厚抛光(E-STP)方法应用于微钻刃口制备,并研究了不同电解电压对刃口制备效果的影响。实验结果表明,通过提高抛光速度可以成功提高微钻在 STP 工艺中的切削刃制备效率,加工 2 min 后(抛光速度 v = 85 rpm),主切削刃半径从最初的 2.77 ± 0.4 μm 增加到最高的 3.9 ± 0.3 μm。事实证明,E-STP 方法能以较小的抛光速度(v = 55 rpm)有效去除微钻边缘缺陷。但钻孔实验表明,由于 Co 损失,E-STP 制备的微钻的耐磨性和钻孔精度(r 平均为 3.6 μm)明显低于 STP 制备的微钻(r 平均为 3.5 μm)。总之,我们的研究为实现微钻的高效切削刃制备提供了新思路。
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引用次数: 0
Green Manufacturing of Electrically-Tunable Smart Light-Weight Planar Optics: A Review 电可调智能轻量平面光学器件的绿色制造:综述
IF 4.2 3区 工程技术 Q1 ENGINEERING, MANUFACTURING Pub Date : 2024-05-04 DOI: 10.1007/s40684-024-00621-z
Dongwook Yang, Younggeun Lee, Hyeokin Kang, Quang Huy Vu, Guseon Kang, Seung Eon Lee, Hyogeun Han, Seunghwan Kim, Han Ku Nam, Soongeun Kwon, Hyug-Gyo Rhee, Joohyung Lee, Hongki Yoo, Hyosang Yoon, Young-Jin Kim

Evolving demands for compact, light-weight, and versatile optical systems across various industries require the facile integration of planar diffractive optics. For the manufacturing of diffractive optics, green manufacturing becomes the prerequisite with timely considerations of Environmental, Social, and Governance (ESG). Conventional manufacturing processes such as semiconductor lithography or nano /micro imprinting utilize a large amount of harmful chemicals. Meanwhile, direct laser writing emerges as one of the key solution candidates, offering clear advantages over others, especially in terms of eco-friendliness due to the simple manufacturing process with less chemical usage. In this comprehensive review, we present recent advances in the analytical design, green manufacturing of electrically tunable smart light-weight planar optics, and their promising applications in space optics, photovoltaics, and optical imaging, highlighting the necessity for tunability in focal length, aberration, transparency, and beam propagation direction. Various types of electrically tunable diffractive optical elements utilizing active modulation of refractive index, geometrical shape, and bandgap have been discussed. Finally, this review concludes by proposing the integration of ultra-thin and light-weight diffractive optics presenting potential applications in micro-electronics, biomedical imaging, space exploration, and extended reality.

各行各业对结构紧凑、重量轻、功能多的光学系统的要求不断提高,这就需要平面衍射光学器件的便捷集成。对于衍射光学器件的制造而言,绿色制造已成为先决条件,并需要及时考虑环境、社会和治理(ESG)问题。半导体光刻或纳米/微压印等传统制造工艺需要使用大量有害化学物质。与此同时,激光直接写入技术成为关键的候选解决方案之一,与其他技术相比,它具有明显的优势,尤其是在生态友好方面,因为其制造工艺简单,化学用量少。在这篇综述中,我们介绍了电可调智能轻质平面光学器件在分析设计、绿色制造方面的最新进展,以及它们在空间光学、光伏和光学成像领域的广阔应用前景,强调了焦距、像差、透明度和光束传播方向可调的必要性。此外,还讨论了利用主动调制折射率、几何形状和带隙的各类电可调衍射光学元件。最后,本综述提出了超薄、轻质衍射光学元件的集成方案,这些元件在微电子学、生物医学成像、太空探索和扩展现实中具有潜在的应用价值。
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引用次数: 0
Energy Consumption and Tool Condition in Friction Stir Processing of Aluminum Alloys 铝合金摩擦搅拌加工中的能耗与工具条件
IF 4.2 3区 工程技术 Q1 ENGINEERING, MANUFACTURING Pub Date : 2024-05-04 DOI: 10.1007/s40684-024-00633-9
Alessia Teresa Silvestri, Andrea El Hassanin, Giorgio de Alteriis, Antonello Astarita

Friction Stir Welding (FSW) and Friction Stir Processing (FSP) are solid-state joining and material processing techniques that have garnered considerable attention for their versatility and industrial applicability. In the present work, FSP was performed on AA 6056 T4, dealing with the issue of monitoring tool wear and assessing its impact on the process. The impact of tool wear on power requirements was analyzed, and it was expanded the understanding of tool behavior and its implications for the overall process performance. Specifically, variations in energy consumption, temperatures, and vibrations are observed with changing tool conditions. Further insights are provided by analyzing the microhardness and the pin volume ratio, which show distinct trends as the tool wears. Two tool maintenance ways are proposed, that are cleaning the tool with a sodium hydroxide solution and increasing the tool’s rotational speed. Both the strategies exhibit the potential to partially restore the tool’s initial characteristics. This study highlights the critical importance of assessing tool condition, energy consumption, and process sustainability, particularly in industrial settings where material processing requires efficiency and quality assurance.

摩擦搅拌焊接(FSW)和摩擦搅拌加工(FSP)是固态连接和材料加工技术,因其多功能性和工业适用性而备受关注。在本研究中,FSP 在 AA 6056 T4 上进行,处理的问题是监测工具磨损并评估其对工艺的影响。分析了工具磨损对电力需求的影响,并加深了对工具行为及其对整体工艺性能影响的理解。具体来说,随着工具条件的变化,能耗、温度和振动也会发生变化。通过分析显微硬度和销钉体积比,可以进一步了解刀具磨损时的明显趋势。我们提出了两种工具维护方法,即用氢氧化钠溶液清洗工具和提高工具转速。这两种方法都有可能部分恢复刀具的初始特性。这项研究强调了评估工具状况、能源消耗和过程可持续性的重要性,尤其是在材料加工需要效率和质量保证的工业环境中。
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引用次数: 0
Additive Manufacturing of Sensors: A Comprehensive Review 传感器的添加制造:全面回顾
IF 4.2 3区 工程技术 Q1 ENGINEERING, MANUFACTURING Pub Date : 2024-05-02 DOI: 10.1007/s40684-024-00629-5
Md Jarir Hossain, Bahareh Tavousi Tabatabaei, Mazen Kiki, Jae-Won Choi

The development and manufacturing of sensors are of great importance to modern engineering, as sensors are essential for detecting environmental changes and for the monitoring of various systems. While conventional manufacturing is the most common method for fabricating sensors, additive manufacturing (commonly known as 3D printing) has gained popularity as an efficient alternative. Although additively manufactured sensors are applicable in many engineering fields, building an entire sensor (including the housing structure and sensing components) by additive manufacturing remains challenging. This work presents a comprehensive analysis of the additive manufacturing processes, materials, and applications for sensors that are either fully or partially produced by additive manufacturing. Key issues in material development and processes that limit the development of fully 3D-printed sensors are highlighted. Additionally, the role of additively manufactured sensors plays in green technology has been explored. This review is expected to provide the researchers with a comprehensive understanding of the processes and materials used to produce sensors for various applications.

传感器是检测环境变化和监控各种系统的关键,因此传感器的开发和制造对现代工程学具有重要意义。传统制造是制造传感器最常用的方法,而快速成型制造(俗称三维打印)作为一种高效的替代方法,已经越来越受欢迎。虽然增材制造传感器适用于许多工程领域,但用增材制造方法制造整个传感器(包括外壳结构和传感元件)仍然具有挑战性。本作品全面分析了增材制造工艺、材料以及全部或部分采用增材制造工艺生产的传感器的应用。重点介绍了限制完全三维打印传感器发展的材料开发和工艺方面的关键问题。此外,还探讨了增材制造传感器在绿色技术中发挥的作用。本综述有望让研究人员全面了解用于生产各种应用传感器的工艺和材料。
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引用次数: 0
Surface Integrity of Binderless WC Using Dry Electrical Discharge Assisted Grinding 利用干式放电辅助磨削技术实现无粘结剂 WC 的表面完整性
IF 4.2 3区 工程技术 Q1 ENGINEERING, MANUFACTURING Pub Date : 2024-04-29 DOI: 10.1007/s40684-024-00630-y
Yanjun Lu, Xingyu Mou, Huapan Xiao, Kangsen Li, Chunjin Wang

Binderless tungsten carbide (WC) is preferred for manufacturing tools, mould, and wear-resistant components. However, due to its high brittleness and hardness, the machined binderless WC surface is prone to generate microcracks and the machining efficiency is extremely low. Aiming at this difficulty, a clean and eco-friendly dry electrical discharge assisted grinding (DEDAG) method without any liquid medium was proposed for the processing of binderless WC. DEDAG principle was revealed and the DEDAG platform was first developed. A series of DEDAG, conventional dry grinding (CDG), and conventional wet grinding (CWG) experiments were conducted on binderless WC under different processing parameters. The current and voltage waveforms during the DEDAG process were observed, and the discharge properties were analyzed. The chip morphologies, surface hardness, residual stress, as well as surface and subsurface morphologies were analyzed. The results show that the surface hardness and roughness obtained by DEDAG are smaller than that by CDG or CWG. The measured residual tensile stress after CDG is larger against DEDAG. The ground surface by DEDAG has better crystal integrity than that by CDG. DEDAG can soften/melt workpiece material and diminish grinding chips, thereby promoting plastic removal and increasing processing efficiency. The influences of DEDAG parameters on the ground surface quality are also investigated, and the optimal DEDAG parameters are determined. With the increase of open-circuit voltage or grinding depth, the surface quality improves first and then worsens. The optimal open-circuit voltage is 40 V and the grinding depth ranges from 10 µm to 15 µm. This research provides a new idea for promoting the efficient and low-damage processing of binderless WC.

无粘结剂碳化钨(WC)是制造工具、模具和耐磨部件的首选材料。然而,由于其脆性和硬度较高,加工后的无粘结剂碳化钨表面容易产生微裂纹,加工效率极低。针对这一难题,研究人员提出了一种无需任何液体介质、清洁环保的干法放电辅助磨削(DEDAG)方法,用于加工无粘结剂 WC。揭示了 DEDAG 原理,并首次开发了 DEDAG 平台。在不同的加工参数下,对无粘结剂 WC 进行了一系列 DEDAG、传统干磨(CDG)和传统湿磨(CWG)实验。观察了 DEDAG 过程中的电流和电压波形,并分析了放电特性。分析了切屑形态、表面硬度、残余应力以及表面和次表面形态。结果表明,DEDAG 所获得的表面硬度和粗糙度均小于 CDG 或 CWG。CDG 后测得的残余拉伸应力比 DEDAG 大。DEDAG 磨削的表面比 CDG 磨削的表面具有更好的晶体完整性。DEDAG 可以软化/熔化工件材料,减少磨屑,从而促进塑性去除,提高加工效率。此外,还研究了 DEDAG 参数对磨削表面质量的影响,并确定了最佳 DEDAG 参数。随着开路电压或磨削深度的增加,表面质量先改善后恶化。最佳开路电压为 40 V,磨削深度为 10 µm 至 15 µm。这项研究为促进无粘结剂碳化钨的高效、低损耗加工提供了新思路。
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引用次数: 0
Recent Progress in High-Efficiency Transparent Vacuum Insulation Technologies for Carbon Neutrality 实现碳中和的高效透明真空绝热技术的最新进展
IF 4.2 3区 工程技术 Q1 ENGINEERING, MANUFACTURING Pub Date : 2024-04-20 DOI: 10.1007/s40684-024-00623-x
Wonyeong Jung, Dohyung Kim, Seung Hwan Ko

Enhancing energy efficiency in buildings is a pivotal strategy for reducing energy consumption and mitigating greenhouse gas emissions. As part of global efforts to achieve carbon neutrality by 2050, there is a heightened focus on improving window insulation because windows are a significant source of thermal loss, representing nearly 40% of a building's heat dissipation. This study explores the development and application of vacuum insulation glazing (VIG), a cutting-edge insulation technology, to substantially reduce heat transfer through windows, thereby contributing to building energy savings. With its superior insulation performance, achieving thermal transmittance levels around 0.5W/m2·K, VIG technology presents a promising advancement over traditional double-glazed or gas-filled insulating glass units (IGUs). However, the adoption of VIG is challenged by economic factors, with costs significantly higher than standard IGUs and triple-glazed windows meeting passive house standards. The production of VIG, characterized by lengthy evacuation times and high processing temperatures, contributes to its elevated price. This research identifies the potential for cost reduction through optimizing manufacturing processes, including using low-melting-point solders for hermetic sealing and localized heating techniques to shorten production times. Despite the high initial cost, the potential for integrating VIG with other smart technologies suggests a promising future for achieving carbon neutrality in buildings. The study calls for further research and standardization in VIG production to overcome current technical and economic barriers, paving the way for its wider adoption and realizing next-generation energy-efficient building materials.

提高建筑能效是减少能源消耗和温室气体排放的关键战略。作为到 2050 年实现碳中和的全球努力的一部分,人们更加关注改善窗户的隔热性能,因为窗户是热损失的重要来源,占建筑物散热量的近 40%。本研究探讨了真空隔热玻璃(VIG)这一尖端隔热技术的开发和应用,以大幅减少通过窗户的热传递,从而促进建筑节能。真空隔热玻璃技术具有卓越的隔热性能,其热传导水平约为 0.5W/m2-K,与传统的双层玻璃或充气中空玻璃单元(IGUs)相比,是一项很有前途的进步。然而,VIG 的应用受到了经济因素的挑战,其成本远远高于符合被动房标准的标准中空玻璃单元和三层玻璃窗。VIG 的生产特点是排空时间长、加工温度高,这也是导致其价格上涨的原因之一。这项研究确定了通过优化生产工艺降低成本的潜力,包括使用低熔点焊料进行密封和局部加热技术来缩短生产时间。尽管初始成本较高,但将 VIG 与其他智能技术相结合的潜力表明,在实现建筑物碳中和方面前景广阔。该研究呼吁进一步研究 VIG 的生产并使其标准化,以克服当前的技术和经济障碍,为其更广泛的应用和实现下一代节能建筑材料铺平道路。
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引用次数: 0
Impact of Backing Plate and Thermal Boundary Conditions for High-Speed Friction Stir Welding of 25-mm Thick Aluminum Alloy 7175-T79 背板和热边界条件对 25 毫米厚铝合金 7175-T79 高速搅拌摩擦焊的影响
IF 4.2 3区 工程技术 Q1 ENGINEERING, MANUFACTURING Pub Date : 2024-04-18 DOI: 10.1007/s40684-024-00607-x
Hrishikesh Das, Md. Reza-E-Rabby, Scott A. Whalen, Piyush Upadhyay, Glenn J. Grant

This study focuses on the challenges with butt joining of 25 mm thick aluminum alloy 7175-T79. High-speed (150 mm/min) single-pass friction stir welding was employed as an effective technique for this purpose. The influence of quenching and cooling rate on critical performance level indicators such as joint strength and microstructure was investigated. A series of friction stir welding (FSW) trials, conducted both in air and with a trailing water spray using steel and composite backing plates (BP) revealed distinct hardness distribution in the nugget, heat-affected zone (HAZ), and HAZ minimum hardness. The influence of trailing water spray (TWS) on joint efficiency proves more significant than the impact of BP combinations, owing to their markedly different contributions to the quenching process. The ultimate tensile strength of TWS welds exhibited a notable 14% increase compared to the air welds. TWS also introduces multifaceted effects on FSW, including a reduction in processing temperature, an increase in X and Z forces, and decrease in Y force, and a narrowing of the HAZ. Lastly, the study employs digital image correlation (DIC)-based fracture mode analysis and grain size measurements, establishing correlations with the observed micro-hardness distribution.

本研究的重点是 25 毫米厚的铝合金 7175-T79 对接所面临的挑战。为此,采用了高速(150 毫米/分钟)单道搅拌摩擦焊这一有效技术。研究了淬火和冷却速度对接头强度和微观结构等关键性能指标的影响。使用钢和复合材料底板(BP)在空气中和尾部喷水的情况下进行了一系列搅拌摩擦焊(FSW)试验,结果表明金块、热影响区(HAZ)和热影响区最低硬度的分布十分明显。事实证明,尾喷水(TWS)对连接效率的影响比 BP 组合的影响更为显著,因为它们对淬火过程的贡献明显不同。与空气焊接相比,TWS 焊接的极限拉伸强度明显提高了 14%。TWS 还对 FSW 产生了多方面的影响,包括加工温度降低、X 和 Z 力增加、Y 力降低以及 HAZ 变窄。最后,研究采用了基于数字图像相关性(DIC)的断裂模式分析和晶粒尺寸测量方法,建立了与观察到的微硬度分布之间的相关性。
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引用次数: 0
Application of Reinforcement Learning to Dyeing Processes for Residual Dye Reduction 将强化学习应用于染色工艺以减少残留染料
IF 4.2 3区 工程技术 Q1 ENGINEERING, MANUFACTURING Pub Date : 2024-04-16 DOI: 10.1007/s40684-024-00627-7
Whan Lee, Seyed Mohammad Mehdi Sajadieh, Hye Kyung Choi, Jisoo Park, Sang Do Noh

Sustainability has become a prominent theme in the manufacturing industry, with an emphasis on optimal process configurations that enable environmentally friendly and economically viable operations. Particularly, the textile dyeing and finishing industry has garnered special attention due to its substantial water consumption and consequential wastewater generation. Moreover, dye residues in textile wastewater contain a multitude of chemical substances, posing a serious threat to environmental pollution. Therefore, there is a pressing need for effective decision-making tools to reduce dye residues. In this study, we introduce a reinforcement learning-based model to predict waste discharge in the textile dyeing and finishing industry and recommend dyeing process variables to minimize such waste. Leveraging manufacturing data collected from real production facilities, we constructed a Gradient Boosting model for waste prediction and developed a Q-learning-based process variables recommendation model for dye residue reduction. The recommendation model demonstrated high predictive performance with an R-value of 0.96, and through process configuration recommendations, achieved an average reduction of 66.58% in dye residue. These results have been validated through the collection of on-site information and experiments. This study proposes an innovative approach to effectively predict and reduce residual dyes generated in the dyeing and processing industry. However, a limitation of the developed dyeing process recommendation model is that it was tested on only two out of 124 formulations, making it challenging to generalize the model's performance. More extensive training data is necessary. These facts suggest that, if addressed in future research, improvements can overcome practical constraints and contribute to enhancing the prospects for future decision-making. It is anticipated that such advancements will strengthen the sustainability of the dyeing and processing industry, fostering environmentally friendly operations and contributing to a sustainable future.

可持续发展已成为制造业的一个突出主题,其重点是优化工艺配置,以实现环保和经济可行的运营。特别是纺织染整业,由于其大量的用水量和随之产生的废水,引起了人们的特别关注。此外,纺织废水中的染料残留物含有多种化学物质,对环境污染构成严重威胁。因此,迫切需要有效的决策工具来减少染料残留。在本研究中,我们介绍了一种基于强化学习的模型,用于预测纺织染整行业的废物排放,并推荐染色工艺变量,以最大限度地减少此类废物。利用从实际生产设施中收集到的生产数据,我们构建了一个用于废物预测的梯度提升模型,并开发了一个基于 Q-learning 的工艺变量推荐模型,用于减少染料残留。该推荐模型的 R 值为 0.96,显示出很高的预测性能,通过工艺配置推荐,平均减少了 66.58% 的染料残留量。通过收集现场信息和实验,这些结果得到了验证。这项研究提出了一种创新方法,可有效预测和减少染色加工业产生的残留染料。然而,所开发的染色工艺推荐模型的局限性在于,它仅在 124 种配方中的两种配方上进行了测试,因此要推广该模型的性能具有挑战性。需要更多的训练数据。这些事实表明,如果在今后的研究中加以解决,改进后的模型可以克服实际限制,并有助于改善未来决策的前景。预计这些进步将加强染色和加工行业的可持续性,促进环保型运营,为可持续发展的未来做出贡献。
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引用次数: 0
Effect of Abnormal Powder Feeding on Mechanical Properties of Fabricated Part in Directed Energy Deposition 定向能沉积过程中粉末喂料异常对制件机械性能的影响
IF 4.2 3区 工程技术 Q1 ENGINEERING, MANUFACTURING Pub Date : 2024-04-12 DOI: 10.1007/s40684-024-00620-0
Jeongho Yang, Seonghun Ji, Du-Rim Eo, Jongcheon Yoon, Parviz Kahhal, Hyub Lee, Sang-Hu Park

Directed energy deposition (DED) is widely employed in the automotive, aerospace, and defense industries for defect repair and remanufacturing. Stable powder feeding through nozzles for the quality of parts is crucial in the DED process. Detecting changes in the powder flow caused by nozzle defects is visually challenging, and identifying defects in additively manufactured components is equally difficult unless significant distortion occurs. Therefore, prior understanding regarding the quality degradation and development mechanism of process defects associated with abnormal powder feeding is necessary, and product defects must be observed. This research focuses on analyzing the effect of nozzle failure on the shape and mechanical properties of parts. Computational fluid dynamics analysis is performed to examine physical phenomena resulting from an abnormal powder supply. Based on the results, an obstructed nozzle causes an abnormal powder supply, thus resulting in defects in additively manufactured components owing to distortions in the melting-pool flow and temperature distribution.

定向能沉积(DED)广泛应用于汽车、航空航天和国防工业的缺陷修复和再制造。在 DED 过程中,通过喷嘴稳定地输送粉末以保证零件质量至关重要。检测喷嘴缺陷导致的粉末流动变化在视觉上具有挑战性,除非发生严重变形,否则同样难以识别快速成型部件中的缺陷。因此,有必要事先了解与异常送粉相关的质量下降和工艺缺陷的发展机制,并观察产品缺陷。本研究重点分析喷嘴故障对零件形状和机械性能的影响。通过计算流体动力学分析来研究异常供粉导致的物理现象。结果表明,喷嘴受阻会导致粉末供应异常,从而使熔池流动和温度分布发生扭曲,造成快速成型部件的缺陷。
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引用次数: 0
期刊
International Journal of Precision Engineering and Manufacturing-Green Technology
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