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Grey Relational Analysis Parameter-Based Predictive Modelling of Surface Roughness 基于灰色关联分析参数的表面粗糙度预测模型
Pub Date : 2021-11-01 DOI: 10.13189/ujme.2021.090301
Z. Hweju, K. Abou-El-Hossein
Grey relational analysis is a widely used approach for the purposes of decision making, prediction and relational investigation. This study utilizes the grey relational analysis for modelling surface roughness during the single point diamond turning of RSA-443. The utilized parameter in this study is the grey relational grade together with cutting speed, feed, and depth of cut. The Taguchi L9 orthogonal array has been utilized for designing the experiment, with three extra experimental runs being carried out for the purposes of validating the developed model. The developed model indicates that the cutting parameters are insignificant as predictors of surface roughness. Grey relational grade is the only significant predictor of surface roughness. Acoustic emission signal root mean square has been used for determining the grey relational grade in the study. The grey relational analysis-based surface roughness values have been compared to experimentally obtained values by using the Mean Absolute Percentage Error (MAPE). The accuracy levels are an exhibition of high prediction power of the model. Pair t-test results indicate the lack of statistical significance in the difference between the experimentally measured and predicted surface roughness values.
灰色关联分析是一种广泛应用于决策、预测和关联调查的方法。本研究利用灰色关联分析对RSA-443单点金刚石车削过程中的表面粗糙度进行建模。本研究中使用的参数是与切削速度、进给量和切削深度的灰色关联度。田口L9正交阵列用于设计实验,并进行了三次额外的实验运行,以验证所开发的模型。所建立的模型表明,切削参数对表面粗糙度的影响不显著。灰色关联度是表面粗糙度的唯一显著预测因子。本研究采用声发射信号均方根来确定灰色关联度。利用平均绝对百分比误差(MAPE)将基于灰色关联分析的表面粗糙度值与实验得到的值进行了比较。这些精度水平表明模型具有较高的预测能力。配对t检验结果表明,实验测量的表面粗糙度值与预测的表面粗糙度值之间的差异缺乏统计学意义。
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引用次数: 1
Acoustic Emission and Surface Roughness in Ultra-Precision Diamond Turning of RSA 6061 for Optics Applications 光学用RSA 6061超精密金刚石车削的声发射和表面粗糙度
Pub Date : 2021-09-01 DOI: 10.13189/ujme.2021.090201
Odedeyi Peter Babatunde, Abou-El-Hossein Khaled, A. Lukman
Machining Rapidly Solidified aluminium (RSA) 6061, a widely used optical material by Ultra-high precision diamond turning, has enabled high accuracy and surface integrity. However, improved quality and productivity require precision surface and machining process monitoring because the duo has a great influence on machine part performance. The study presented in this paper investigates the effects of cutting parameters (i.e., depth of cut, feed rate and cutting speed) on machining output variables (surface roughness and acoustic emission potentials) during ultra-high precision diamond turning of RSA 6061. With the aid of Box-Behnken design (BBD), a response surface methodology, and the analysis of variance (ANOVA), the correlation between cutting parameters and machining output variables were analyzed and modeled. The results showed that both surface roughness and acoustic emission potentials are greatly influenced by feed rate and cutting speed. For a better-quality surface roughness and low acoustic emission during ultra-high precision diamond turning of RSA 6061, high cutting speed and low feed rates are the right combinations and vice versa.
快速凝固铝(RSA) 6061是一种广泛应用的光学材料,采用超高精密金刚石车削加工,实现了高精度和表面完整性。然而,提高质量和生产率需要精确的表面和加工过程监控,因为这两者对机器零件性能有很大的影响。本文研究了RSA 6061超高精密金刚石车削过程中,切削参数(即切削深度、进给速度和切削速度)对加工输出变量(表面粗糙度和声发射势)的影响。借助Box-Behnken设计(BBD)、响应面法和方差分析(ANOVA),分析了切削参数与加工输出变量之间的相关性并建立了模型。结果表明,进给量和切削速度对表面粗糙度和声发射势均有较大影响。在RSA 6061超高精度金刚石车削过程中,高切削速度和低进给速度是获得高质量表面粗糙度和低声发射的正确组合,反之亦然。
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引用次数: 1
Effect on the Mechanical Properties of Grey Cast Iron with Variation of Molybdenum and AS – Cast Alloying Elements 钼和AS合金元素对灰口铸铁力学性能的影响
Pub Date : 2020-12-01 DOI: 10.13189/UJME.2020.080602
Sujith Bobba, M. S. Rao, B. H. Babu, Z. Leman
Metal casting is a predominant manufacturing advancement for adeptly fabricating components with complicated shapes. Many of the industrial castings produced are made from steel and iron alloys with attractive properties and less production cost. In this research work, the effect of molybdenum addition to class 30 type grey cast iron for the production of high performance cast iron (HPCI) has been carried out. Molybdenum inclusion not only refines the majority of graphite flakes but also increases the length of a small fraction of graphite flakes and improves the thermal conductivity by a percentage up to 2.2% fixed as per the research conducted, while excessive molybdenum insertion not only induces precipitation and solution reinforcement but it will also enhance the ultimate tensile strength (UTS) and hardness. According to research conducted, it was proved that molybdenum inclusion of 120 gm showed a functional way to spread HPCI with enhancing mechanical and thermal properties in grey cast iron when compared to other percentages of molybdenum used and also the average difference in the percentage of hardness in each type of molybdenum sample is about 5 to 10 %. Finally, after the tests, it was also predicted that the molybdenum's hardenability property was beneficial for white cast iron production which will rise the wear resistance property.
金属铸造是一个主要的制造进步,熟练地制造复杂形状的部件。生产的许多工业铸件是由具有吸引人的性能和较低的生产成本的钢和铁合金制成的。本文研究了在30级灰铸铁中添加钼对生产高性能铸铁(HPCI)的影响。钼的掺入不仅细化了大部分石墨薄片,还增加了一小部分石墨薄片的长度,并使其导热系数提高了2.2%,而过量的钼的掺入不仅会导致析出和固溶强化,还会提高极限抗拉强度和硬度。研究表明,与其他钼含量相比,120 gm钼含量对灰口铸铁具有增强力学性能和热性能的扩展HPCI的功能,并且每种钼样品的硬度百分比的平均差异约为5 ~ 10%。最后,通过试验预测钼的淬透性有利于白口铸铁的生产,从而提高其耐磨性。
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引用次数: 3
Determination of the Optimal Replacement Age for the Preventive Maintenance of Bearing Assemblies Involving Weibull Failure Probability Distribution Functions 涉及威布尔失效概率分布函数的轴承组件预防性维修的最佳更换年龄的确定
Pub Date : 2020-12-01 DOI: 10.13189/UJME.2020.080601
E. Gutierrez-Miravete
This paper describes the determination of optimal replacement age for bearing systems with failure times described by Weibull distributions. Optimal age replacement policies are determined for bearing assemblies produced two different types of steel. The parameters of the Weibull probability distribution functions for the bearings were determined by non-linear least square analysis from published data on rolling contact fatigue lives. The resulting distribution functions are used as inputs into the standard expression for the maintenance cost of an age replacement policy and manipulated symbolically using the computer program Maple. These yields closed form expressions for the policy costs that invariably exhibit the well-known vase shape characteristic of these types of problems. The resulting expressions can then be easily used to determine the optimal replacement age of the bearing components. The problem of determining the optimal age replacement policy of bearing assembles consisting of independent components arranged in series is also examined. The effect on the optimal age replacement time of using the same type steel to manufacture all the components is compared with that of building the bearing assembly using components made with different steels. As expected, the results clearly show the increased superiority of the higher-quality steel components in the form of much longer optimal replacement ages. However, replacement policy efficiencies depend on replacement time in a complex fashion. Moreover, the results also suggest that building bearing assemblies combining high quality and low quality steel components may be wasteful. Overall, computer experimentation and examination of the behavior of cost functions using symbolic manipulation with Maple can produce useful guidelines for the design of optimal age replacement policies.
本文描述了用威布尔分布描述失效时间的轴承系统的最佳更换年龄的确定。确定了两种不同类型钢生产的轴承组件的最佳年龄替换策略。根据已发表的滚动接触疲劳寿命数据,采用非线性最小二乘分析方法确定轴承的威布尔概率分布函数参数。所得的分布函数被用作年龄替换政策维护成本的标准表达式的输入,并使用计算机程序Maple进行象征性操作。这些收益闭合形式的政策成本表达式总是表现出这类问题的众所周知的花瓶形状特征。由此得到的表达式可以很容易地用于确定轴承部件的最佳更换年龄。研究了由独立部件串联组成的轴承组合的最优换龄策略的确定问题。比较了使用同一种钢材制造所有部件与使用不同钢材制造轴承组件对最佳年龄更换时间的影响。正如预期的那样,结果清楚地表明高质量钢部件的优势增加,其形式是更长的最佳更换寿命。然而,替换策略的效率以一种复杂的方式依赖于替换时间。此外,结果还表明,高质量和低质量钢构件组合的建筑轴承组件可能是浪费的。总的来说,计算机实验和使用Maple符号操作的成本函数行为的检查可以为设计最佳年龄替代策略提供有用的指导方针。
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引用次数: 0
Bolt Tightening Methods on the Combined Surface of Assembly Structure 装配结构组合面螺栓紧固方法
Pub Date : 2020-12-01 DOI: 10.13189/UJME.2020.080603
L. Tseng, C. Chung, W. L. Huang
Machine tools are assembled by thousands of components. The surface between two components is the mating surface. The bolt tightening methods will affect the stress and deformation of mating surface which influences the accuracy and rigidity of machine tools. In the precision machinery industry, if the structure needs to tighten in line such as linear guideway, the senior engineers will tighten the bolts from sides to the middle or middle to sides instead of tightening in order. Furthermore, engineers use two-step of tightening rather than one-step of tightening. Based on their experience, these tightening methods will reduce the stress of mating surface and increase the rigidity of entire structure. In this study, the three bolts tightening model is used to investigate these tightening methods. Three bolts tightening CAD model is created by using the SolidWorks software. The finite element analysis is used the ANSYS workbench R19 software to simulate the bolt tightening methods (tightening sequences and pre-tightening force ratio) on the mating surface and entire model. From the simulation results, the minimum stress is observed in the tightening sequence from sides to middle and maximum stress is obtained in the tightening sequence in order. The experimental results of bolt tightening sequences match the simulation results. The stresses of mating surface and entire model drastically decrease when the tightening step is two-step of tightening. In two-step tightening process, the pre-tightening force ratio 1:1 is the optimal tightening methods for reducing the stress of mating surface compared to another pre-tightening force ratio.
机床是由成千上万个部件组装而成的。两个部件之间的表面称为配合面。螺栓的拧紧方式会影响配合面的应力和变形,从而影响机床的精度和刚度。在精密机械行业中,如果结构需要直线紧固,如直线导轨,高级工程师将螺栓从侧面紧固到中间或从中间紧固到侧面,而不是按顺序紧固。此外,工程师使用两步紧固而不是一步紧固。根据他们的经验,这些拧紧方法将降低配合面的应力,提高整个结构的刚度。本研究采用三螺栓紧固模型对这些紧固方法进行了研究。利用SolidWorks软件建立了三螺栓紧固CAD模型。有限元分析采用ANSYS workbench R19软件对配合面和整个模型上螺栓的拧紧方法(拧紧顺序和预紧力比)进行仿真。从模拟结果来看,从侧面到中间的拧紧顺序中应力最小,从侧面到中间的拧紧顺序中应力最大。螺栓拧紧顺序的实验结果与仿真结果吻合。采用两级拧紧时,配合面和整个模型的应力均显著降低。在两步紧固过程中,与其他预紧力比相比,预紧力比1:1是减小配合面应力的最佳紧固方法。
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引用次数: 1
Numerical Investigation of Different RANS Model on Supersonic Jet in Presence of Passive Jet Controls 存在被动射流控制的超声速射流不同RANS模型数值研究
Pub Date : 2020-09-01 DOI: 10.13189/ujme.2020.080502
D. Lohia, H. K. Paliwal
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引用次数: 0
Assessment of Geometric Accuracy of a 5-axis CNC Machine in the Context of Machining Aircraft Transmission Housings 五轴数控机床在飞机传动箱加工中的几何精度评估
Pub Date : 2020-09-01 DOI: 10.13189/ujme.2020.080503
Grzegorz Bomba, P. Gierlak
This article presents a procedure whose goal was to develop an effective methodology for deploying a 5-axis milling centre in industrial conditions. The method presented in the article, based on the manufacturing of the test piece, aims to reduce the time to deploy a new machine and minimize the effort put in by technological services and maintenance during tests and the process of deploying the machine tool in production. The test piece and its position have been designed in such a way that its manufacture forces the use of complex machine movements in the extreme area of the working space. The paper presents the results of tests involving the machining of a test piece on a CNC machine, measurement of the shape and dimensional characteristics of the object using CMM and analysis of machining accuracy in the context of the use of the machine in the production of aircraft transmission bodies. The material of the test piece is the same as the material of aircraft transmission housings, i.e. aluminum alloy. The universality of presented method is due to the fact that it is independent of the size of the machine's machining space, machine kinematics and also the special functions possessed by the machine; however, it gives a representation of their operation in the form of measuring sheets from the measuring laboratory.
这篇文章提出了一个程序,其目标是开发一个有效的方法,部署在工业条件下的五轴铣削中心。本文提出的方法基于工件的制造,旨在减少部署新机器的时间,并最大限度地减少在测试和部署机床生产过程中的技术服务和维护所投入的精力。测试件和它的位置已经被设计成这样一种方式,它的制造迫使在工作空间的极端区域使用复杂的机器运动。本文介绍了在数控机床上加工试件的试验结果,用三坐标测量机测量了物体的形状和尺寸特性,并分析了该机床在飞机传动体生产中的加工精度。试件的材料与飞机变速箱壳体的材料相同,即铝合金。该方法的通用性在于它与机床的加工空间大小、机床的运动特性以及机床的特殊功能无关;但是,它以测量实验室的测量表的形式表示了它们的操作。
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引用次数: 3
Understanding Fiber-Matrix Integrity in Fiber-Reinforced Polymer Composites from Strain Rate Sensitivity Concept 从应变率敏感性概念理解纤维增强聚合物复合材料的纤维-基体完整性
Pub Date : 2020-09-01 DOI: 10.13189/ujme.2020.080501
J. E. Sinebe, J. Chukwuneke, S N Omenyi
The understanding of fiber-matrix integrity in fiber-reinforced polymer composites from strain rate sensitivity concept was considered from interfacial energetics point-of-view. The methodology involved the preparation of plantain fibers, treatment of fibers with nine different liquids to render their surfaces hydrophobic, molding of fiber reinforced composites, measurement of contact angles on fibers and composites, composites tensile strength determination, and fiber pullout tests. The results showed that Methyl Ethyl Ketone Peroxide (MEKP) and mercerization (NaOH) rendered the fibers most hydrophobic. MEKP and NaOH treated fibers gave the lowest surface energies, maximum works of adhesion and hence better fiber-matrix bonding (increased fiber-matrix integrity) when compared with other treatments. The strain-rate sensitivity index, m, obtained ranged from 0.2264 for phosphoric acid-treated fiber in the composite to 0.2385 MEKP treatment fiber with an overall average value of m of 0.2341, while the value of m, for untreated fiber reinforced composite was 0.2321. MEKP and NaOH treated fibers were most hydrophobic gave the highest m values and therefore most desired for treatment of fibers for composite formation. The pullout tests result showed that increase in work of adhesion led to an increase in the tensile energy, showing that stronger bonding will guarantee fiber-matrix composite stability and integrity. MEKP and NaOH with maximum free energies of adhesion also exhibit maximum pullout forces which implied that the bonding between fiber and matrix was stronger for these treatments and hence higher fiber-matrix integrity in the composite. It was also shown that the pull-out force increased with the strain rate sensitivity index confirming that one would need composites with higher m-values for stronger fiber/matrix composites. The results of this work are very important in structures that are made with fiber reinforced composite materials, such as, airplane and car bodies. This work shows that the use of the adhesive energy-stress concept to determine the strain rate is valid since the values of strain rate sensitivity indices calculated are comparable with values reported in the literature and that fiber-matrix integrity can be understood from interfacial free energies and strain rate sensitivity concepts.
从界面能量学的角度出发,从应变率敏感性的角度考虑了纤维增强聚合物复合材料中纤维-基体完整性的理解。该方法包括车前草纤维的制备、用九种不同的液体处理纤维以使其表面疏水、纤维增强复合材料的成型、纤维和复合材料接触角的测量、复合材料抗拉强度的测定以及纤维拉伸试验。结果表明,过氧化甲乙酮(MEKP)和丝光(NaOH)使纤维的疏水性最强。与其他处理相比,MEKP和NaOH处理的纤维具有最低的表面能,最大的粘附功,因此更好的纤维-基质结合(增加纤维-基质完整性)。复合材料中经磷酸处理的纤维的应变率敏感性指数m为0.2264,经MEKP处理的纤维的应变率敏感性指数m为0.2385,总体平均值为0.2341,而未经处理的纤维增强复合材料的应变率敏感性指数m为0.2321。MEKP和NaOH处理的纤维最疏水,m值最高,因此最适合用于复合纤维的处理。拉拔试验结果表明,粘接功的增加导致拉伸能的增加,表明更强的粘接将保证纤维基复合材料的稳定性和完整性。具有最大自由粘附能的MEKP和NaOH也表现出最大的拉拔力,这意味着在这些处理下纤维与基体之间的结合更强,因此复合材料中纤维与基体的完整性更高。拉拔力随应变率敏感性指数的增加而增加,这表明为了获得更强的纤维/基复合材料,需要更高的m值。这项工作的结果对用纤维增强复合材料制成的结构,如飞机和汽车车身具有重要意义。这项工作表明,使用粘接能量-应力概念来确定应变率是有效的,因为计算的应变率灵敏度指数的值与文献中报道的值相当,并且可以从界面自由能和应变率灵敏度概念来理解纤维-基质的完整性。
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引用次数: 1
The Effect of Bolt Locking Sequences and Anchor Bolt Design on Machine Tool 螺栓锁紧顺序及地脚螺栓设计对机床的影响
Pub Date : 2020-09-01 DOI: 10.13189/ujme.2020.080505
L. Tseng, C. Y. Wu, H. Tsai, C. Chung, W. L. Huang
Machine tool is an important role in the industry because the mechanical components or products are manufactured by machine tools. The machine tools are assembled by components. The surface between two components is the combined or contact surface. Different bolt locking sequences will affect the combined surface in the machine tool. In this study, the SolidWorks software is used to create the CAD model. The finite element simulation is used the ANSYS software to simulate the influence of bolt locking methods on the combined surface of column structure and guideway and the fillet radius design on the deformation of anchor bolts. From the simulation results, the minimum deformation of the column is observed in the locking sequence from middle to both sides. The stress distribution of the combined surface is slightly difference of three locking methods. The simulation results of the guideway show that the minimum displacement of combined surface is obtained by using locking sequence from outside to the middle. The maximum displacement is obtained locking sequence from right to the left order. From the simulation results of anchor bolt, increasing the fillet radius of anchor bolt decreases the deformation of anchor bolts. The deformation of anchor bolts drastically decreases with increasing the fillet radius from R8 to R60. The simulation models and results provide the reference for the bolt locking sequence and anchor bolt fillet radius design.
机床在工业中扮演着重要的角色,因为机械部件或产品是由机床制造的。机床是由部件组装而成的。两个部件之间的表面是结合面或接触面。不同的螺栓锁紧顺序会对机床内的组合面产生影响。在本研究中,使用SolidWorks软件创建CAD模型。利用ANSYS软件进行有限元仿真,模拟螺栓锁紧方式对柱结构与导轨结合面及圆角半径设计对地脚螺栓变形的影响。从模拟结果来看,从中间到两侧的锁紧顺序中,柱的变形最小。三种锁紧方式组合表面的应力分布略有差异。仿真结果表明,采用由外到中锁紧顺序可获得组合面最小位移。最大位移由右至左依次锁定。从锚杆模拟结果来看,增大锚杆圆角半径可减小锚杆变形。当圆角半径从R8增大到R60时,地脚螺栓的变形急剧减小。仿真模型和结果为螺栓锁紧顺序和地脚螺栓圆角半径的设计提供了参考。
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引用次数: 1
Performance of a Double-cantilever Dynamic Vibration Absorber (DCDVA) Oriented in Transverse and Longitudinal Directions 横向和纵向双悬臂动力减振器的性能研究
Pub Date : 2020-09-01 DOI: 10.13189/ujme.2020.080504
S. Adewusi
This paper presents the vibration attenuation performance of a double-cantilever dynamic vibration absorber (DCDVA) attached to a simply-supported beam in two different orientations using theoretical and experimental methods. The results showed that the longitudinal configuration of the DCDVA yield better vibration attenuation by absorbing 80% more vibration than the transverse configuration. For the experimental results, the orientation of the DCDVA has very little effect on the resonant frequencies of the combined DCDVA and simply-supported beam system. However the damping of the second resonant frequency is higher for the transverse configuration. The lumped-mass model characterized the frequency response functions of the DCDVA oriented in the transverse direction only, the model could not reproduce the experimental response for the longitudinal orientation of the DCDVA.
本文采用理论和实验方法研究了双悬臂动力吸振器(DCDVA)在两种不同方向上附着于简支梁的减振性能。结果表明,DCDVA的纵向结构比横向结构多吸收80%的振动,具有更好的减振效果。实验结果表明,DCDVA的取向对DCDVA与简支梁组合系统的谐振频率影响很小。然而,对于横向结构,第二共振频率的阻尼更高。集总质量模型只表征了DCDVA纵向的频响函数,不能再现DCDVA纵向的实验响应。
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引用次数: 0
期刊
Universal Journal of Mechanical Engineering
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