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2023 14th International Conference on Mechanical and Intelligent Manufacturing Technologies (ICMIMT)最新文献

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Computer Aided Modelling and Investigation of the Performance of a Pump Impeller Produced using Fused Deposition Modelling 用熔融沉积模型制造的泵叶轮的计算机辅助建模和性能研究
I. Daniyan, R. Muvunzi, F. Fameso, K. Mpofu, Felix Ale
Pumps find many industrial applications in converting electrical to mechanical energy necessary for fluid transfer. In this study, numerical analysis of the pump impeller produced via the Fused Deposition Modelling (FDM) was carried out in the complete ABAQUS environment (CAE/2020). This led to the determination of the stress, strain and deformation distribution induced on the modelled impeller under the operating conditions using the von Mises failure criterion. For the purpose of this study, the static general and steady state heat transfer steps were employed sequentially. The impeller’s model as casted in the FDM process was designed as a single solid homogenous part with no nodal separations or assembly constraints between the base of the impeller and its blades. Using a mesh interval of 0.5 mm, it was observed that the computational time decreases with an increase in the mesh size up to 5.0 mm. The results obtained showed that blade thicknesses less than 5 mm are more susceptibility to failure. In addition, extreme operating speeds up to 1000 rad/s and pressures of 0.22 MPa are not suitable conditions for high operational efficiency and structural integrity of the impeller. The findings of this work provides an insight into the design of pump impeller using the FDM with improved design accuracy and cycle time.
泵在将流体传输所需的电能转换为机械能方面有许多工业应用。在本研究中,在完整的ABAQUS环境(CAE/2020)中对通过熔融沉积建模(FDM)生产的泵叶轮进行了数值分析。利用von Mises破坏准则确定了模型叶轮在运行条件下的应力、应变和变形分布。为了本研究的目的,依次采用静态一般传热和稳态传热步骤。在FDM工艺中,叶轮模型被设计成一个单一的固体均匀部件,在叶轮基座和叶片之间没有节点分离或装配约束。当网格间距为0.5 mm时,计算时间随着网格尺寸的增加而减少,直至5.0 mm。结果表明,叶片厚度小于5mm时更易发生失效。此外,高达1000 rad/s的极端运行速度和0.22 MPa的压力不适合叶轮的高运行效率和结构完整性。这项工作的发现为使用FDM设计泵叶轮提供了一个深入的见解,提高了设计精度和周期时间。
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引用次数: 0
Research on Position Keeping Technology of FIVE-axis CNC Machine Tool under Abnormal State in Fixed Angle Machining of Swing Shaft 五轴数控机床摆轴定角加工异常状态下的位置保持技术研究
Guangku Xue, Yulong Lan, Chun Liu, Xuemeng Xia, Zhongping Huang, Yu Long, Yun Zhang, Zhiwen Kang
The swing shaft of five-axis CNC machine tool is usually used for fixed angle machining of products. The reliability of the position state of the swing shaft directly affects the quality of product processing. In this paper, aiming at the problem that the servo position changes in the abnormal condition during the fixed swing Angle machining of the B axis of a five-axis CNC machine tool affect the machining quality of the product, a set of methods and devices to solve the above problems are proposed and designed from the aspects of mechanical, electrical and hydraulic system analysis, and realize the maintenance of the angle position of the product under the abnormal state of the fixed swing angle machining of the machine tool. So that, the product processing quality is guaranteed.
五轴数控机床的摆轴通常用于产品的定角加工。摆轴位置状态的可靠性直接影响到产品加工的质量。本文针对五轴数控机床B轴固定摆角加工过程中伺服位置异常变化影响产品加工质量的问题,从机械、电气和液压系统分析等方面提出并设计了一套解决上述问题的方法和装置。并实现了在机床固定摆角加工异常状态下对产品角度位置的维护。这样,产品的加工质量就有了保证。
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引用次数: 0
CFD Analyses of the Aerodynamic Effects on a Quadcopter Propeller in the Proximity of Fixed and Horizontal Moving Obstacles 四轴飞行器螺旋桨靠近固定和水平移动障碍物时气动效应的CFD分析
C-F. Hage, T. Sophy, E. Aglzim
Quadcopters are a type of drone with four rotors that are used for a variety of purposes, such as freight transportation, military surveillance, and aerial photography. However, when operating around obstacles and in the proximity of walls or moving objects, the aerial vehicle can be subject to external forces that can cause severe flight instability. To address this issue, a methodology based on multiple reference frame (MRF) tetrahedral meshes is developed in this paper and applied to computational simulations to study the downwash flow generated by a quadcopter propeller over fixed and moving obstacles. The effects of different rotational speeds and moving obstacle proximity are assessed and compared to experimental data and theoretical models. The results show that the presence of fixed and moving obstacles can have a significant impact on the aerodynamic performance of the propeller, leading to changes in lift force and the formation of turbulent vortices and flow separation zones. When hovering at 3000, 5000, and 9550 rpm, the results showed an increase in the lift force on the propeller by 9.3%, and 1.03% compared to open rotor thrust due to the presence of a fixed obstacle (wall) placed at 0.1 m and 0.2 m from the propeller respectively. However, when hovering (3000 rpm) at 0.2 m above a moving obstacle (5 m/s, and 10 m/s) the results have shown an increase in the lift by 1.92% for 5 m/s moving obstacle, and then a decrease by 4.4% for 10 m/s, comparing to fixed obstacle thrust. Finally, these findings could be useful for improving the stability and performance of quadcopters in real-world environments.
四轴飞行器是一种带有四个旋翼的无人机,用于各种目的,如货运、军事监视和航空摄影。然而,当在障碍物周围、靠近墙壁或移动物体时,飞行器可能会受到可能导致严重飞行不稳定的外力的影响。为了解决这一问题,本文提出了一种基于多参考框架(MRF)四面体网格的方法,并将其应用于计算模拟中,研究了四轴飞行器螺旋桨在固定和移动障碍物上产生的下洗流。通过实验数据和理论模型对不同转速和移动障碍物接近度的影响进行了评估和比较。结果表明,固定和移动障碍物的存在会对螺旋桨气动性能产生显著影响,导致升力的变化,形成湍流涡和流动分离区。当以3000、5000和9550 rpm的转速悬停时,结果表明,由于在距螺旋桨0.1 m和0.2 m处分别放置了固定障碍物(墙),螺旋桨上的升力比开式转子推力增加了9.3%和1.03%。然而,当在移动障碍物(5m /s和10m /s)上方0.2 m处悬停(3000 rpm)时,结果表明,与固定障碍物推力相比,5m /s移动障碍物的升力增加了1.92%,10m /s移动障碍物的升力减少了4.4%。最后,这些发现可能有助于提高四轴飞行器在现实环境中的稳定性和性能。
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引用次数: 0
Analysis on the Industrial Applications of Flux Cored Arc Welding on an International Scale 国际范围内药芯电弧焊工业应用分析
Ronaldo R. De Paz, Gabriel P. Famadico, Allysa Mariel J. Ortiz, Raymund Carlo F. Tanap, R. Tayactac, E. B. Ang, Ricky D. Umali, J. Honra
The study focuses on analyzing the industrial applications done by international companies using Flux Cored Arc Welding, considering the factors of welding quality, productivity, economy, practices, problem and solutions. With the aim to determine the techniques done by companies around the world to prevent complications experienced upon welding, the researchers surveyed 43 international companies from different regions of the world. The responses are presented into pie charts and bar graphs that were interpreted into a qualitative analysis. Inferential statistics, specifically one-way Analysis by of Variance (ANOVA) and one-sample T Test in hypothesis testing with the means of statistical software Minitab and IBM SPSS Statistics respectively, are conducted to distinguish the influence of variables to the key words of the study. The significance level of most of the test variable in one-way ANOVA were greater than the 95% confidence interval, confirming the similarity of results given by the companies. FCAW is still one of the most used welding methods by the industrial companies internationally due to its ease of use. Welding problems are encountered despite of this and having welders training. Additionally, the researchers obtained sample mean of competitiveness in terms of product quality and performance level, having 4.6 for domestic and 4.33 for international (5 being the highest level). With the test value of 4.46, it showed no significant differences between domestic and international, meaning that the industrial companies believe that their product quality and performance level are at a proficient competency in domestic and international market.
本研究从焊接质量、生产率、经济性、实践、问题和解决方案等方面分析了国际公司采用焊剂芯弧焊的工业应用情况。为了确定世界各地公司为防止焊接并发症所采用的技术,研究人员调查了来自世界不同地区的43家国际公司。这些回答被呈现为饼状图和条形图,并被解释为定性分析。推论统计,即假设检验中的单因素方差分析(ANOVA)和单样本T检验,分别使用统计软件Minitab和IBM SPSS statistics来区分变量对研究关键词的影响。在单因素方差分析中,大多数检验变量的显著性水平大于95%置信区间,证实了公司给出的结果的相似性。FCAW由于其易于使用,目前仍是国际上工业企业使用最多的焊接方法之一。尽管如此,还是会遇到焊接问题,并对焊工进行培训。此外,研究人员还获得了产品质量和性能水平竞争力的样本平均值,国内为4.6,国际为4.33(最高水平为5)。检验值为4.46,表明国内、国际间无显著差异,说明工业企业认为其产品质量和性能水平在国内、国际市场上处于熟练水平。
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引用次数: 0
Performance Investigation of Air Mask: A Novel Personalized Ventilation Device Using CFD Simulation against Virus-Laden Aerosols 基于CFD模拟的新型个性化通风设备——空气口罩的性能研究
Krystal Ysavel P. Almeria, Marlo Joseph D. Comadre, Sandy M. Uy, M. Margarito, J. Celorico
The surge of the COVID-19 pandemic paved the way for medical experts, professionals, and innovators to increasingly develop healthcare technologies. This study investigated the preliminary performance of a novel face shield-based design acting as a personalized ventilation system equipped with an air curtain through computational fluid dynamics (CFD). This research aims to determine the effectiveness of the device, specifically, when another person coughed or sneezed in proximity. A surgical mask was used as a porous medium to show resistance during the filtration when fans are working. Results showed that the aerodynamics of the device will depend on the axial fans’ specifications since this will generate the air curtain for the user. Given its novelty, optimizing the design would help improve the simulation results.
COVID-19大流行的激增为医学专家、专业人员和创新者越来越多地开发医疗保健技术铺平了道路。本研究通过计算流体动力学(CFD)研究了一种基于面罩的新型设计作为配备气幕的个性化通风系统的初步性能。这项研究旨在确定该设备的有效性,特别是当附近有人咳嗽或打喷嚏时。外科口罩被用作多孔介质,在风扇工作时过滤过程中显示阻力。结果表明,该装置的空气动力学将取决于轴流风机的规格,因为这将为用户产生气幕。鉴于其新颖性,优化设计将有助于改善仿真结果。
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引用次数: 0
ICMIMT 2023 Cover Page ICMIMT 2023封面
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引用次数: 0
Machine Learning Regression to Predict Soil Moisture in Domestic Garden Environments 机器学习回归预测家庭花园环境中的土壤湿度
Yujia Shan, Zhaobo K. Zheng
Due to the rapid growth of the global population and limited water resources, water shortages have become an urgent problem for our society. Over 71% of freshwater withdrawals in the world are for irrigation purposes. Thus, more accurate and robust soil moisture modeling is needed to create more efficient irrigation systems, which, in turn, may lead to substantial water savings. However, existing soil moisture modeling methodologies have limited accuracy and low temporal resolution. In this study, the accuracy of using a machine learning model for high temporal resolution soil moisture modeling is demonstrated. A multimodal sensing system is designed and implemented to create a high temporal resolution dataset in the water-scarce region of South Africa. This data is then used to evaluate the accuracy of different algorithms for soil moisture modeling, where the Random Forest regressor shows promising results.
由于全球人口的快速增长和有限的水资源,水资源短缺已经成为我们社会迫切需要解决的问题。世界上超过71%的淡水被用于灌溉。因此,需要更准确和强大的土壤湿度模型来创建更有效的灌溉系统,这反过来又可能导致大量节水。然而,现有的土壤湿度模拟方法精度有限,时间分辨率较低。在本研究中,证明了使用机器学习模型进行高时间分辨率土壤湿度建模的准确性。设计并实现了一个多模态传感系统,以在南非缺水地区创建高时间分辨率数据集。然后,这些数据被用于评估不同土壤湿度建模算法的准确性,其中随机森林回归器显示出有希望的结果。
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引用次数: 0
Research on the Application of Metaverse Technology in the US Army 元宇宙技术在美军中的应用研究
Chenggong Zhai, Biao Dong, Hongsi Xu, Xingguang Yuan, Liyong Zhou, Weipei Song
With the rapid development of artificial intelligence, virtual reality, blockchain and other technologies, the Metaverse technology has become the next development direction of the digital world. This paper first introduces the basic concepts and technical architecture of Metaverse technology, including blockchain technology, human-computer interaction, electronic games, artificial intelligence, network and computing, and digital twins. Then, the author expounds the application of meta-space technology in the US military field and analyzes the application prospect of meta-space technology by analyzing the combat mode and requirements of the US military.
随着人工智能、虚拟现实、区块链等技术的快速发展,元宇宙技术已经成为数字世界的下一个发展方向。本文首先介绍了元宇宙技术的基本概念和技术架构,包括区块链技术、人机交互技术、电子游戏技术、人工智能技术、网络与计算技术、数字孪生技术等。然后,通过对美军作战模式和需求的分析,阐述了元空间技术在美军领域的应用,分析了元空间技术的应用前景。
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引用次数: 0
Impact of Heat Exchanger Length and Porosity in a Travelling-Wave Thermo-Acoustic Engine 行波热声发动机中换热器长度和孔隙率的影响
Accordance Ntimane, L. Tartibu
In energy-intensive process industries, heat exchangers are frequently employed to increase the heat transfer coefficient and transfer heat between fluids without mixing or blending them. In thermo-acoustic systems, the main goal is to heat up and cool down heat exchangers positioned across the regenerator or the stack to reach a suitable onset temperature and generate a sound wave in a thermo-acoustic engine. Because of the impact of heat exchangers on the performance of thermo-acoustic systems, a more systematic investigation into the impact of its geometrical configuration would be insightful. A numerical model of a travelling-wave thermo-acoustic engine was developed and implemented within the software DELTAEC. Various simulations were performed. This result shows that the performance of a travelling-wave thermo-acoustic engine would improve by considering a relatively shorter cold heat exchanger having larger pores. A relatively longer hot heat exchanger having larger pores could enhance the performance of a thermo-acoustic engine.
在能源密集型的过程工业中,热交换器经常被用来增加传热系数,在不混合或混合的情况下在流体之间传递热量。在热声系统中,主要目标是加热和冷却位于蓄热器或堆上的热交换器,以达到合适的起始温度,并在热声发动机中产生声波。由于热交换器对热声系统性能的影响,对其几何结构的影响进行更系统的研究将是有见地的。建立了行波热声发动机的数值模型,并在DELTAEC软件中实现。进行了各种模拟。这一结果表明,考虑相对较短的冷热交换器和较大的孔隙,行波热声发动机的性能将得到改善。具有较大孔隙的相对较长的热交换器可以提高热声发动机的性能。
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引用次数: 0
Improvement of a Tri-Star Climbing Trolley Wheels Performance for Optimal Operation 三星级爬坡小车车轮优化运行性能的改进
P. B. Sob, M. Pita
Ordinary hand trolleys can climb over the stairs however, the climbing motion generated by simply rolling over the stair is not smooth due to the frictional force in between the edge of the stair and the wheel. The aim of this paper is to improve the performance of Tri-Star climbing trolley wheels for optimal operation. The design modification was done by selection of suitable bearings, materials and design the wheel frame. Engineering principles were used to evaluate the load capacity, force and stress distribution on the wheel mechanism. Auto CAD software was used for wheel frame design. The results shows that the spherical roller bearings can withstand both radial and axial load for increased load on the trolley. The wheel frame design showed that the trolley can withstand increased load with better stress distribution while as the deflection of the trolley under increased load. The trolley can operate well without touching the edge of the step.
普通的手推车可以爬过楼梯,但由于楼梯边缘与车轮之间的摩擦力,简单地在楼梯上滚动产生的爬动并不平滑。本文的目的是提高三星爬坡小车车轮的性能,使其达到最佳运行状态。通过选择合适的轴承、材料和对轮架进行设计修改。运用工程原理对车轮机构的承载能力、受力和应力分布进行了评估。采用Auto CAD软件进行轮架设计。结果表明,增大台车载荷时,球面滚子轴承能同时承受径向和轴向载荷。轮架设计表明,小车在承受载荷增加时,受力分布较好,但小车在载荷增加时挠度较小。小车在不接触台阶边缘的情况下运行良好。
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引用次数: 0
期刊
2023 14th International Conference on Mechanical and Intelligent Manufacturing Technologies (ICMIMT)
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