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Optimization of drilling process variables using taguchi technique for LM6 aluminium alloy LM6铝合金田口法钻孔工艺参数优化研究
Q3 Mathematics Pub Date : 2022-01-01 DOI: 10.1051/smdo/2022008
Sarla Rubi Charles, Udaya Prakash Jayavelu, Rajkumar Chinnaraj, S. Salunkhe
The abrasive characteristics of LM6 alloys are difficult to machine, so designing a technology that allows for effective machining is essential. This paper aims to evaluate the effect of process variables, namely feed rate, spindle speed and drill material, towards the responses like Thrust force, Surface roughness and burr height when drilling of LM6 alloy. LM6 aluminium alloy was fabricated by the stir casting process. Experiments were conducted using L9 orthogonal array in a Vertical Machining Centre coupled with a dynamometer for measuring thrust force. Surface roughness was found by Surface roughness tester and burr height was measured using Vision Measuring System. The findings show that the created model can accurately estimate the thrust force (TF), surface roughness (SR) and burr height (BH) in LM6 alloy drilling within the parameters examined.
LM6合金的磨蚀特性很难加工,因此设计一种允许有效加工的技术至关重要。本文旨在评价进给速度、主轴转速和钻头材料等工艺变量对LM6合金钻孔时推力、表面粗糙度和毛刺高度等响应的影响。采用搅拌铸造法制备了LM6铝合金。在立式加工中心采用L9正交阵列与测力仪进行了试验研究。采用表面粗糙度仪测量表面粗糙度,采用视觉测量系统测量毛刺高度。结果表明,所建立的模型能在给定参数范围内准确估计LM6合金钻孔的推力(TF)、表面粗糙度(SR)和毛刺高度(BH)。
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引用次数: 1
Increasing the waste heat absorption performance in the refrigeration system using electromagnetic effect 利用电磁效应提高制冷系统的废热吸收性能
Q3 Mathematics Pub Date : 2022-01-01 DOI: 10.1051/smdo/2022010
Sahadev M. Jadhav, Arulprakasajothi Mahalingam, Vikas Ugle, L. Kamaraj
This paper enables a simulation model for analyzing and predicting magnetic field patterns and their magnetic flux density on the pipe. Different types of arrangements of magnets like series, parallel, and Halbach arrays are utilized and their magnetic flux density and magnetic field intensity are compared on the respective pipes. Electromagnetic field simulation software calculates different magnetic fields and circuit parameters. Using this software, accurate results can be obtained such as the perfect arrangement of magnets and so on. For this experimentation, Neodymium-35 type magnets are used which have appropriate and stable magnetic strength as compared to other magnets. Diffusion absorption refrigeration systems can also be used alternatively in domestic refrigeration, thus replacing conventional vapor compression refrigeration systems. Thus, results obtained by using different magnetic arrangements will be highly beneficial to choose the proper magnetic arrangement in diffusion absorption refrigeration system for various cooling applications.
本文建立了用于分析和预测管道上磁场分布及其磁通密度的仿真模型。采用了串联、并联和哈尔巴赫阵列等不同类型的磁体排列方式,并在各自的管道上比较了它们的磁通密度和磁场强度。电磁场仿真软件计算不同的磁场和电路参数。使用该软件,可以得到精确的结果,如磁铁的完美排列等。在这个实验中,使用了钕-35型磁铁,与其他磁铁相比,它具有适当和稳定的磁性强度。扩散吸收制冷系统也可以在家用制冷中交替使用,从而取代传统的蒸汽压缩制冷系统。因此,采用不同的磁排列方式所得到的结果将对扩散吸收式制冷系统在各种制冷应用中选择合适的磁排列方式有很大的帮助。
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引用次数: 0
Feature recognition and machine learning in finite element models through a clustering algorithm 基于聚类算法的有限元模型特征识别与机器学习
Q3 Mathematics Pub Date : 2022-01-01 DOI: 10.1051/smdo/2022011
S. Premkumar, D. Jebaseelan, Krishnamoorthy Annamalai
The feature identification of the CAD model is a significant task in any CAD algorithm. Enormous computational time, huge memory allocation, lack of understanding in computational geometry, etc., are some of the complications faced while implementing the feature recognition algorithms. This paper represents a clustering algorithm procedure in finite element models, which is the predominant component in analysis methodology. This study performs the clustering of data groups through density-based clustering algorithms such as mean shift clustering and K-means clustering algorithm. In addition to that, experimental evaluation based on the structured algorithm procedure for identifying the features of CAD geometries is investigated. Finally, the study evaluates the performance of the proposed structured algorithm and its efficiency in terms of both computational time and computational memory.
在任何CAD算法中,特征识别都是一项重要的任务。大量的计算时间,巨大的内存分配,缺乏对计算几何的理解等,是实现特征识别算法所面临的一些复杂性。本文介绍了有限元模型的聚类算法过程,这是分析方法的主要组成部分。本研究通过mean shift聚类和K-means聚类算法等基于密度的聚类算法对数据组进行聚类。此外,还研究了基于结构化算法程序识别CAD几何图形特征的实验评价。最后,从计算时间和计算内存两个方面对所提出的结构化算法的性能和效率进行了评估。
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引用次数: 0
Numerical simulation of crashworthiness parameters for design optimization of an automotive crash-box 汽车碰撞箱设计优化中耐撞参数的数值模拟
Q3 Mathematics Pub Date : 2022-01-01 DOI: 10.1051/smdo/2021036
Prabhaharan S. A., G. Balaji, K. Annamalai
Automotive manufacturers rely on rigorous testing and simulations to construct their vehicles durable and safe in all aspects. One such vital factor is crash safety, otherwise known as crashworthiness. Crash tests are conventional forms of non-destructive methods to validate the vehicle for its crashworthiness and compatibility based on different operating conditions. The frontal impact test is the most primary form of crash test, which focuses on improving passenger's safety and comfort. According to NHTSA, a vehicle is rated based on these safety criteria, for which automobile manufacturers conduct a plethora of crash-related studies. Numerical simulation aids them in cutting down testing time and overall cost endured by providing a reliable amount of insights into the process. The current study is aimed at improving the crashworthiness of a crash box in a lightweight passenger car, such that it becomes more energy absorbent in terms of frontal impacts. All necessary parameters such as energy absorption, mean crush force, specific energy absorption, crush force efficiencies are evaluated based on analytical and finite element methods. There was a decent agreement between the analytical and simulation results, with an accuracy of 97%. The crashworthiness of the crash box was improved with the help of DOE-based response surface methodology (RSM). The RSM approach helped in improving the design of the crash box with enhanced EA & CFE by 30% and 8.8% respectively. The investigation of design variables on the energy absorption capacity of the thin-walled structure was also done. For the axial impact simulations, finite element solver Virtual Performance Solution − Pam Crash from the ESI group is used.
汽车制造商依靠严格的测试和模拟来制造耐用和安全的汽车。其中一个至关重要的因素是碰撞安全,也被称为耐撞性。碰撞试验是一种传统的非破坏性方法,用于验证车辆在不同操作条件下的耐撞性和兼容性。正面碰撞试验是汽车碰撞试验中最主要的形式,其主要目的是提高乘客的安全性和舒适性。根据NHTSA的说法,车辆的评级是基于这些安全标准,汽车制造商为此进行了大量与碰撞相关的研究。数值模拟通过提供对过程的可靠见解,帮助他们减少测试时间和总体成本。目前的研究旨在提高轻型乘用车碰撞箱的耐撞性,使其在正面碰撞方面更具吸收能量的能力。所有必要的参数,如能量吸收,平均粉碎力,比能量吸收,粉碎力效率基于解析和有限元方法进行评估。分析结果和模拟结果非常吻合,准确率达到97%。利用基于doe的响应面方法(RSM)提高了碰撞箱的耐撞性。RSM方法帮助改进了碰撞箱的设计,EA和CFE分别提高了30%和8.8%。对薄壁结构吸能能力的设计变量进行了研究。轴向冲击仿真使用ESI集团的有限元求解器Virtual Performance Solution−Pam Crash。
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引用次数: 5
Literature review of bridge structure's optimization and it's development over time 桥梁结构优化及其发展的文献综述
Q3 Mathematics Pub Date : 2022-01-01 DOI: 10.1051/smdo/2021039
Q. Zaheer, Yonggang Tan, Furqan Qamar
The structural development in bridge engineering along with efficiency have got much attention in few decades. Leading to the development, Optimization of structure established on mathematical analysis emerged mostly employed strategies for productive and sustainable design in the bridge engineering. Despite the widespread knowledge, there has yet to be a rigorous examination of recent structural optimization exploration development. Thus, the primary objectives of this paper are to critically review previous structural optimization research, provide a detailed examination of optimization goals and outline recent research field limitations and provide guidelines for future research proposal in the field of bridge engineering structural optimization. This article begins by outlining the relevance of efficiency and sustainability in the bridge construction, as well as the work done required for this review. Suitable papers are gathered and followed by a statistical analysis of the selected publications. Following that, the selected papers are evaluated in terms of the optimization targets as well as their spatial patterns. Structure's optimization four key steps, including modeling, optimization techniques, formulation of optimization concerns and computational tools, are also researched and examined in depth. Finally, research gaps in contemporary works are identified, as well as suggested guidance for future works.
近几十年来,桥梁工程结构的发展和效率的提高引起了人们的广泛关注。基于数学分析的结构优化是桥梁工程中最常用的生产性和可持续设计策略。尽管知识广泛,但最近的结构优化勘探开发尚未得到严格的审查。因此,本文的主要目标是批判性地回顾以往的结构优化研究,提供优化目标的详细检查,概述最近的研究领域的局限性,并为桥梁工程结构优化领域的未来研究建议提供指导。本文首先概述了桥梁建设中效率和可持续性的相关性,以及本次审查所需完成的工作。收集合适的论文,然后对选定的出版物进行统计分析。然后,对入选论文的优化目标及其空间格局进行评价。对结构优化的四个关键步骤,包括建模、优化技术、优化关注点的制定和计算工具,也进行了深入的研究和检验。最后,指出了当代作品的研究空白,并对未来的工作提出了指导意见。
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引用次数: 2
Multi objective design optimization of graphene piezoresistive MEMS pressure sensor using design of experiment 基于实验设计的石墨烯压阻式MEMS压力传感器多目标优化设计
Q3 Mathematics Pub Date : 2022-01-01 DOI: 10.1051/smdo/2022018
Meetu Nag, B. Pratap, Ajay Kumar
This paper investigates the effect of diaphragm thickness, dimensions of piezoresistors, doping profile and temperature compatibility on sensitivity and non-linearity of graphene MEMS pressure sensor. Taguchi method is used for maximizing the sensitivity and minimizing the nonlinearity of the designed pressure sensor. L27 orthogonal array is utilized for five input factors with three levels. Output voltage is obtained from simulation in COMSOL for different combinations of the input parameters as per L27 orthogonal array. It was found that diaphragm thickness and length of the sensing element shows maximum contribution in increasing the sensitivity of the pressure sensor. Similarly, interaction of diaphragm thickness with piezoresistors thickness and doping concentration shows a major contribution in reducing the non-linearity of the pressure sensor. Other factors such as operating temperature affects both sensitivity and nonlinearity of the pressure sensor with a very low contributing percentage of 0.40% and 2.16%, respectively. Pareto Analysis of variance (ANOVA) was employed to validate the predicated results of the designed pressure sensor. The result indicated that the optimum design shows a sensitivity of 4.10 mV/psi with very low non linearity of 0.1%.
研究了薄膜厚度、压敏电阻尺寸、掺杂谱和温度相容性对石墨烯MEMS压力传感器灵敏度和非线性的影响。采用田口法使所设计的压力传感器的灵敏度最大化,非线性最小化。5个输入因子采用L27正交阵列,具有3个电平。根据L27正交阵列的不同输入参数组合,在COMSOL软件中模拟得到输出电压。结果表明,膜片厚度和传感元件长度对压力传感器灵敏度的提高贡献最大。同样,膜片厚度与压敏电阻厚度和掺杂浓度的相互作用对降低压力传感器的非线性有重要贡献。其他因素如工作温度对压力传感器的灵敏度和非线性都有影响,贡献率很低,分别为0.40%和2.16%。采用帕累托方差分析(ANOVA)对所设计压力传感器的预测结果进行验证。结果表明,优化设计的灵敏度为4.10 mV/psi,非线性极低,为0.1%。
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引用次数: 0
Optimization based on electro-thermo-mechanical modeling of the high electron mobility transistor (HEMT) 基于高电子迁移率晶体管(HEMT)电-热-力学模型的优化
Q3 Mathematics Pub Date : 2022-01-01 DOI: 10.1051/smdo/2021035
A. Amar, B. Radi, A. El Hami
The electro-thermomechanical modeling study of the High Electron Mobility Transistor (HEMT) has been presented, all the necessary equations are detailed and coupled. This proposed modeling by the finite element method using the Comsol multiphysics software, allowed to study the multiphysics behaviour of the transistor and to observe the different degradations in the structure of the component. Then, an optimization study is necessary to avoid failures in the transistor. In this work, we have used the Covariance Matrix Adaptation-Evolution Strategy (CMA-ES) method to solve the optimization problem, but it requires a very important computing time. Therefore, we proposed the kriging assisted CMA-ES method (KA-CMA-ES), it is an integration of the kriging metamodel in the CMA-ES method, it allows us to solve the problem of optimization and overcome the constraint of calculation time. All these methods are well detailed in this paper. The coupling of the finite element model developed on Comsol Multiphysics and the KA-CMA-ES method on Matlab software, allowed to optimize the multiphysics behaviour of the transistors. We made a comparison between the results of the numerical simulations of the initial state and the optimal state of the component. It was found that the proposed KA-CMA-ES method is efficient in solving optimization problems.
本文介绍了高电子迁移率晶体管(HEMT)的电-热-机械模型研究,详细地推导了所需的方程并进行了耦合。采用Comsol多物理场软件的有限元建模方法,可以研究晶体管的多物理场行为,并观察元件结构的不同退化。因此,有必要进行优化研究,以避免晶体管中的故障。在本工作中,我们使用协方差矩阵自适应进化策略(CMA-ES)方法来解决优化问题,但它需要非常重要的计算时间。因此,我们提出了kriging辅助CMA-ES方法(KA-CMA-ES),它是kriging元模型在CMA-ES方法中的集成,它使我们能够解决优化问题并克服计算时间的约束。本文对这些方法进行了详细的介绍。在Comsol Multiphysics上建立的有限元模型与Matlab软件上的KA-CMA-ES方法耦合,可以优化晶体管的多物理场行为。对元件初始状态和最优状态的数值模拟结果进行了比较。结果表明,所提出的KA-CMA-ES方法在求解优化问题上是有效的。
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引用次数: 3
New multiobjective optimization algorithm using NBI-SASP approaches for mechanical structural problems 基于NBI-SASP方法的机械结构问题多目标优化算法
Q3 Mathematics Pub Date : 2022-01-01 DOI: 10.1051/smdo/2021037
Samira El Moumen, S. Ouhimmou
Various engineering design problems are formulated as constrained multi-objective optimization problems. One of the relevant and popular methods that deals with these problems is the weighted method. However, the major inconvenience with its application is that it does not yield a well distributed set. In this study, the use of the Normal Boundary Intersection approach (NBI) is proposed, which is effective in obtaining an evenly distributed set of points in the Pareto set. Given an evenly distributed set of weights, it can be strictly shown that this approach is absolutely independent of the relative scales of the functions. Moreover, in order to ensure the convergence to the Global Pareto frontier, NBI approach has to be aligned with a global optimization method. Thus, the following paper suggests NBI-Simulated Annealing Simultaneous Perturbation method (NBI-SASP) as a new method for multiobjective optimization problems. The study shall test also the applicability of the NBI-SASP approach using different engineering multi-objective optimization problems and the findings shall be compared to a method of reference (NSGA). Results clearly demonstrate that the suggested method is more efficient when it comes to search ability and it provides a well distributed global Pareto Front.
将各种工程设计问题表述为约束多目标优化问题。处理这些问题的一种相关且流行的方法是加权法。然而,其应用的主要不便之处在于它不能产生一个分布良好的集合。本文提出了利用法向边界相交法(NBI)在Pareto集合中获得均匀分布的点集的方法。给定一组均匀分布的权重,可以严格地证明该方法绝对独立于函数的相对尺度。此外,为了保证收敛到全局Pareto边界,NBI方法必须与全局优化方法相结合。因此,本文提出了nbi -模拟退火同时摄动法(NBI-SASP)作为多目标优化问题的一种新方法。该研究亦须使用不同的工程多目标优化问题测试NBI-SASP方法的适用性,并将研究结果与一种参考方法(NSGA)进行比较。结果清楚地表明,该方法在搜索能力方面更有效,并且提供了一个分布良好的全局Pareto Front。
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引用次数: 0
Numerical simulation of heat sinks with different configurations for high power LED thermal management 大功率LED热管理散热器不同配置的数值模拟
Q3 Mathematics Pub Date : 2022-01-01 DOI: 10.1051/smdo/2022009
T. Ramesh, A. S. Praveen, Praveen Bhaskaran Pillai, S. Salunkhe
This study performed a steady-state numerical analysis to understand the temperature in different heat sink configurations for LED applications. Seven heat sink configurations named R, H-6, H-8, H-10, C, C3, and C3E3 were considered. Parameters like input power, number of fins, heat sink configuration were varied, and their influence on LED temperature distribution, heat sink thermal resistance and thermal interface material temperature were studied. The results showed that the temperature distribution of the H-6 heat sink decreased by 46.30% compared with the Cheat sink for an input power of 16 W. The result of the H-6 heat sink shows that the heat sink thermal resistance was decreased by 73.91% compared with the Cheat sink at 16 W. The lowest interface material temperature of 54.11 °C was achieved by the H-6 heat sink when the input power was used 16 W. The H-6 heat sink exhibited better performance due to more surface area with several fins than other heat sinks.
本研究进行了稳态数值分析,以了解LED应用中不同散热片配置的温度。考虑了R、H-6、H-8、H-10、C、C3和C3E3七种散热器配置。研究了输入功率、散热片数量、散热片结构等参数对LED温度分布、散热片热阻和热界面材料温度的影响。结果表明:当输入功率为16 W时,H-6散热器的温度分布比Cheat散热器降低了46.30%;结果表明,在16 W时,H-6散热器的热阻比Cheat散热器降低了73.91%。当输入功率为16 W时,H-6散热器的界面材料温度最低为54.11℃。H-6散热器由于具有多个翅片,比其他散热器具有更大的表面积而表现出更好的性能。
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引用次数: 5
Optimization of the Young's modulus of woven composite material made by Raphia vinifiera fiber/epoxy 葡萄树纤维/环氧树脂编织复合材料杨氏模量的优化
Q3 Mathematics Pub Date : 2022-01-01 DOI: 10.1051/smdo/2022014
Alfred Kendem Djoumessi, Rodrigue Nicodème Sikame Tagne, T. T. Stanislas, F. Ngapgue, E. Njeugna
This work focuses on the optimal design of the woven fabrics made from Raphia vinifiera, fiber, and their contribution as reinforcing element in the epoxy matrix. The work is done alternately experimentally and theoretically. The woven made of canvas, twill and satin armor are characterized in traction according to the ISO13934-1 standard [1]. A predictive mathematical model of Young's modulus of the woven with the greatest rigidity is established. The woven reinforcement composite made is characterized in traction and bending according to EN ISO 527-5 [2] and NF EN ISO 14125 [3] standards. In order to determine the reinforcement rate which gives the highest young modulus of the material, the gradient method was applied on some prediction equations of Young's modulus of composite material. Then find the prediction equation that best corresponds to the composite made. The results showed that mathematical modeling works corroborates with experimental works. On the woven fabrics the canvas armor has the highest Young's modulus in the warp and weft direction (2.429, 21.164 GPa). Followed by twill (2315, 18 741 GPa) and satin (2184, 18.54 GPa). On the composite, the reinforcement rate from which the material is optimized is 50%. The composite young's moduli in the warp and weft direction resulting from the tensile and bending tests of the composite are respectively (3.644, 7.31 GPa) and (1.802, 4.52). In a nutshell, this work presents the theoretical and experimental aspect of the best material which can be obtained with R. vinifiera fiber with respect to its Young modulus.
本文主要研究了以葡萄树纤维为原料的机织织物的优化设计及其在环氧树脂基体中的增强作用。这项工作是实验和理论交替进行的。由帆布、斜纹和缎面编织而成的织物,其牵引性能符合ISO13934-1标准[1]。建立了最大刚度织物杨氏模量的预测数学模型。编织增强复合材料的牵引和弯曲性能符合EN ISO 527-5[2]和NF EN ISO 14125[3]标准。为了确定复合材料杨氏模量最大的配筋率,将梯度法应用于复合材料杨氏模量预测方程。然后找出最符合所作组合的预测方程。结果表明,数学模型与实验结果相吻合。在机织物上,帆布装甲在经纬方向的杨氏模量最高,分别为2.429和21.164 GPa。其次是斜纹(2315,18741 GPa)和缎面(2184,18.54 GPa)。在复合材料上,优化后的材料增强率为50%。拉伸和弯曲试验得到的复合材料经纬方向杨氏模量分别为(3.644,7.31 GPa)和(1.802,4.52)。简而言之,这项工作提出了关于杨氏模量的最佳材料的理论和实验方面。
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引用次数: 3
期刊
International Journal for Simulation and Multidisciplinary Design Optimization
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