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Experimental investigation of suspension-type abrasive water jet machining of nitrile rubber for positive displacement motor applications 悬浮式磨料水射流加工正排量电机用丁腈橡胶的实验研究
Q1 Engineering Pub Date : 2023-09-01 DOI: 10.1016/j.ijlmm.2023.03.002
Preeti Maurya, Raghavendra C. Kamath, Vijay Gaddale Srinivas

The lightweight elastomers (such as nitrile rubber) frequently used in the Positive Displacement Motor (PDM) stator assembly are subjected to harsh environmental conditions. These elastomeric components are manufactured by primary casting/shaping methods, followed by secondary manufacturing/machining processes. The production of intricate shapes/sizes in single or batch-size elastomeric components using primary casting methods requires a customized mould to fulfil the requirement of sudden breakdown conditions, which is uneconomical. It necessitates an alternate production method that can satisfy the need for the elastomeric component at the stage of failure. The current research focuses on the possibility of producing nitrile rubber components using a non-conventional machining method, Suspension-type Abrasive Water Jet Machining (AWJM), suitable for batch production with better dimensional stability and versatility in shape/size. This work presents the experimental investigation of Suspension-type AWJM of nitrile rubber specimens (15 mm thick) using a custom-designed Tungsten Carbide (WC) nozzle under room-temperature condition. The top surface of the machined slot is analyzed to determine the mineral composition and abrasive particle embedding through Energy Dispersive Spectroscopy (EDX) and Backscatter Electron (BSE) detector. The Taguchi Orthogonal Array (OA) is employed to study the effect of the process parameters (Water Jet Pressure (WJP), Traverse rate (Vf), and Stand-Off Distance (SOD)) on the performance parameters (Kerf Taper Ratio (KTR), and Material Removal Rate (MRR)). The Analysis of Variance (ANOVA) is applied to check the statistical significance and percentage contribution of each process parameter on the performance of Suspension-type AWJM. The uniformity in the geometry of the machined slot is analyzed by the waviness patterns observed in the profile images of the cut specimen. The analysis of the EDX results reveals the presence of Manganese (Mn) and an increased percentage of Silicon (Si) particles near the top surface of the machined slot. The SOD influences KTR the most, whereas Vf highly influences MRR. It is observed that the waviness pattern is minimal at high WJP experimental runs. The outcome of this research work provides a quick and economical method of producing the PDM bushings instead of the casting/moulding method.

容积式电机(PDM)定子组件中经常使用的轻质弹性体(如丁腈橡胶)会受到恶劣的环境条件的影响。这些弹性体部件是通过一次铸造/成型方法制造的,然后是二次制造/机加工过程。使用初级铸造方法在单个或批量尺寸的弹性体部件中生产复杂的形状/尺寸需要定制的模具来满足突然击穿条件的要求,这是不经济的。它需要一种替代的生产方法,以满足在失效阶段对弹性体部件的需求。目前的研究重点是使用非传统加工方法——悬浮式磨料水射流加工(AWJM)生产丁腈橡胶部件的可能性,该方法适用于批量生产,具有更好的尺寸稳定性和形状/尺寸的多功能性。本工作介绍了在室温条件下使用定制设计的碳化钨(WC)喷嘴对丁腈橡胶试样(15 mm厚)的悬浮型AWJM进行的实验研究。通过能量分散光谱(EDX)和背散射电子(BSE)检测器对加工槽的顶面进行分析,以确定矿物成分和磨料颗粒嵌入。采用田口正交阵列(OA)研究了工艺参数(水射流压力(WJP)、横移速率(Vf)和间隔距离(SOD))对性能参数(刻胶锥率(KTR)和材料去除率(MRR))的影响。方差分析(ANOVA)用于检查每个工艺参数对悬架型AWJM性能的统计显著性和百分比贡献。通过在切割样品的轮廓图像中观察到的波纹图案来分析加工槽的几何形状的均匀性。EDX结果的分析揭示了在机加工槽的顶表面附近存在锰(Mn)和增加的硅(Si)颗粒百分比。SOD对KTR的影响最大,而Vf对MRR的影响很大。观察到在高WJP实验运行时波纹度模式是最小的。这项研究工作的结果为生产PDM衬套提供了一种快速、经济的方法,而不是铸造/成型方法。
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引用次数: 0
Systematic analysis of fractured specimens of composite laminates: Different perspectives between tensile, flexural, Mode I, and Mode II test 复合材料层合板断裂试样的系统分析:拉伸、弯曲、I型和II型试验的不同视角
Q1 Engineering Pub Date : 2023-09-01 DOI: 10.1016/j.ijlmm.2023.03.003
Muhammad Akhsin Muflikhun , Tomohiro Yokozeki

Novel hybrid laminates consisting of carbon fiber-reinforced polymers and steel plate cold commercial (CFRP-SPCC) have been successfully manufactured and tested in the present study. Four different tests have been made i.e., tensile test, flexural test, double cantilever beam (DCB) or Mode I test, and end notched flexure (ENF) or Mode II test. After being tested, these samples need to be evaluated. Hence, an inappropriate evaluation step while identifying the cause of failure of the failed specimens can create a false conclusion. The present study aims to systematically evaluate the fractured specimens of CFRP-SPCC in different tests (tensile, flexural, DCB, and ENF test) using different tools, i.e., pocket camera, digital microscope, light microscope, and Scanning Electron Microscopy (SEM). The results showed, in terms of tensile, the highest strength occurred with 1475.4 MPa. In comparison, the highest flexural strength occurred with 1516.1 MPa, while DCB and ENF showed the highest values with 116.4 and 330 J/m2, respectively. Furthermore, the results showed that digital and light microscopes are satisfied to evaluate the specimen in tensile test. However, for the flexural test, ENF, and DCB test, besides the light microscope, further analysis using SEM-EDX is recommended to evaluate the specimen after failure.

本研究成功制造并测试了由碳纤维增强聚合物和冷商用钢板(CFRP-SPCC)组成的新型混合层压板。已经进行了四种不同的测试,即拉伸测试、弯曲测试、双悬臂梁(DCB)或模式i测试,以及端部缺口弯曲(ENF)或模式II测试。测试后,需要对这些样品进行评估。因此,在确定失效试样的失效原因时,不适当的评估步骤可能会产生错误的结论。本研究旨在使用不同的工具,即袖珍相机、数字显微镜、光学显微镜和扫描电子显微镜(SEM),系统地评估CFRP-SPCC在不同测试(拉伸、弯曲、DCB和ENF测试)中的断裂试样。结果表明,就拉伸而言,最高强度出现在1475.4MPa。相比之下,最高弯曲强度出现在1516.1MPa,而DCB和ENF分别显示出最高值,分别为116.4和330J/m2。结果表明,数字显微镜和光学显微镜能很好地评价试样的拉伸性能。然而,对于弯曲试验、ENF和DCB试验,除了光学显微镜外,建议使用SEM-EDX进行进一步分析,以评估失效后的试样。
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引用次数: 11
Effect of high pressure salt water absorption on the mechanical characteristics of additively manufactured polymers 高压盐水吸收对增材聚合物力学特性的影响
Q1 Engineering Pub Date : 2023-09-01 DOI: 10.1016/j.ijlmm.2022.12.001
James LeBlanc , Lewis Shattuck , Eric Warner , Carlos Javier , Irine Chenwi , Tyler Chu , Arun Shukla

An experimental study has been performed to investigate the coupled effects of hydrostatic deep depth pressure and sustained salt-water immersion on the mechanical properties and material structure of additively manufactured (AM) polymer based materials. The materials that were evaluated in the study were produced by both the material extrusion and vat photopolymerization printing methods. The material extrusion materials consisted of Stratasys ULTEM 9085 and Markforged Onyx and the vat photopolymerization material was Accura ClearVue resin. Water immersion was conducted with 3.5% NaCl solution at room temperature under a pressure of 34.5 MPa in a novel test facility for long duration, high pressure water saturation. The respective materials were characterized in three conditions: (1) baseline with no water saturation, (2) 30 day water immersion, and (3) 60 day water immersion. The change in mechanical properties as a function of aging time was quantified through controlled laboratory testing, namely tension, compression, flexure, and in-plane fracture toughness. Additionally, a microscopic evaluation was performed to evaluate the physical material degradation between layer bonding due to the saline water absorption. The significant findings of the study highlight that salt water immersion has differing effects on additively manufactured materials based on the material composition of the base material and thus significant consideration must be given to material selection in marine environments.

进行了一项实验研究,以研究静水深层压力和持续盐水浸泡对添加制造(AM)聚合物基材料的机械性能和材料结构的耦合影响。研究中评估的材料是通过材料挤出和还原光聚合印刷方法生产的。材料挤出材料由Stratasys ULTEM 9085和Markforge Onyx组成,还原光聚合材料为Accura ClearVue树脂。在一种新型的测试设备中,在34.5MPa的压力下,用3.5%的NaCl溶液在室温下进行长时间高压水饱和的浸水。在三个条件下对各自的材料进行表征:(1)没有水饱和的基线,(2)30天的水浸泡,和(3)60天的水浸渍。通过受控的实验室测试,即拉伸、压缩、弯曲和平面内断裂韧性,量化了机械性能随老化时间的变化。此外,还进行了微观评估,以评估由于盐水吸收而导致的层间结合的物理材料降解。该研究的重要发现强调,盐水浸泡对添加制造的材料有不同的影响,这取决于基材的材料组成,因此必须充分考虑海洋环境中的材料选择。
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引用次数: 1
Analysis of light weight natural fiber composites against ballistic impact: A review 轻质天然纤维复合材料抗弹道冲击性能分析综述
Q1 Engineering Pub Date : 2023-09-01 DOI: 10.1016/j.ijlmm.2023.01.003
Saleemsab Doddamani, Satyabodh M. Kulkarni, Sharnappa Joladarashi, Mohan Kumar T S, Ashish Kumar Gurjar

The main factors in the ballistic impact mechanism, an incredibly complicated mechanical process, are the target material's thickness, toughness, strength, ductility, density, and projectile parameters. Creating resilient, high-strength, and high-modulus fibers has made it possible to use natural fibers and their composite laminates for various impact-related applications today. Kinetic energy absorption, penetration depth, and residual velocity were the parameters affecting the performance of natural fiber composites used in the armor systems. This review aims to comprehend the several influencing factors that significantly impact the target's ballistic impact performance. In addition to experimental study efforts, many analytical, numerical modeling, and empirical technique-based research approaches have also been considered while analyzing the various components. The paper also examines several factors that determine how well natural fiber composite functions, including internal factors like material composition, characteristics of matrix and reinforcement, the kind and choice of fiber/matrix, failure modes, impact energy absorption, and external factors such as residual velocity, and various projectile nose angles. It also emphasizes the ways to improve composites for high performance and ballistic efficiency, as well as the economic cost analysis of switching out synthetic fibers for natural ones in a ballistic composite.

弹道冲击机制是一个极其复杂的机械过程,其主要因素是目标材料的厚度、韧性、强度、延展性、密度和射弹参数。创造出弹性、高强度和高模量的纤维,使天然纤维及其复合材料层压板在当今各种与冲击相关的应用中成为可能。动能吸收、穿透深度和残余速度是影响装甲系统中使用的天然纤维复合材料性能的参数。本综述旨在了解对目标弹道冲击性能产生重大影响的几个影响因素。除了实验研究之外,在分析各种组成部分时,还考虑了许多基于分析、数值建模和经验技术的研究方法。本文还考察了决定天然纤维复合材料性能的几个因素,包括材料成分、基体和补强材料的特性、纤维/基体的种类和选择、失效模式、冲击能量吸收等内部因素,以及残余速度和各种射弹鼻角等外部因素。它还强调了提高复合材料高性能和弹道效率的方法,以及在弹道复合材料中用合成纤维替代天然纤维的经济成本分析。
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引用次数: 10
Investigation of superplastic behaviour in double-pass friction stir processed Mg–Al–Zn alloy Mg–Al–Zn合金双道次搅拌摩擦超塑行为的研究
Q1 Engineering Pub Date : 2023-09-01 DOI: 10.1016/j.ijlmm.2023.01.005
Deepika Harwani , Vishvesh Badheka , Vivek Patel

Double-pass friction stir processing (FSP) engendered intense plastic deformation in Mg–3Al–1Zn alloy with variation in the most influential process parameters, namely tool rotation speed and tool traverse speed. The effect of change in the FSP processing route on the resulting grain size was also analysed. Uniformly distributed fine equiaxed grains (average grain size ∼ 6.15 μm) were acquired in the stir-zone (SZ) due to extensive dynamic recrystallization (DRX). Attainment of large grain refinement encouraged for further investigation of the alloy's superplastic behaviour at elevated temperatures. Microstructural examination was followed by uniaxial tensile tests that were carried out at three distinct temperatures of 350, 400 and 450 °C at the constant strain rate of 1.3 × 103 s−1. With the rising deformation temperature, reduction in the flow stress led to significant increase in the tensile elongations of all the processed specimens. Micro-grain superplasticity (elongation >200% under tension) was observed at the highest deformation temperature for the friction stirred specimen with the finest grains.

双道次搅拌摩擦处理(FSP)在Mg–3Al–1Zn合金中产生了强烈的塑性变形,影响最大的工艺参数,即刀具转速和刀具横移速度的变化。还分析了FSP工艺路线的变化对所得晶粒尺寸的影响。由于广泛的动态再结晶(DRX),在搅拌区(SZ)获得了均匀分布的细等轴晶粒(平均晶粒尺寸~6.15μm)。大晶粒细化的实现有助于进一步研究合金在高温下的超塑性行为。微观结构检查之后是单轴拉伸试验,在350、400和450°C的三个不同温度下,以1.3×10−3 s−1的恒定应变速率进行。随着变形温度的升高,流动应力的降低导致所有加工试样的拉伸伸长率显著增加。对于具有最细晶粒的摩擦搅拌试样,在最高变形温度下观察到微晶粒超塑性(在张力下伸长率>200%)。
{"title":"Investigation of superplastic behaviour in double-pass friction stir processed Mg–Al–Zn alloy","authors":"Deepika Harwani ,&nbsp;Vishvesh Badheka ,&nbsp;Vivek Patel","doi":"10.1016/j.ijlmm.2023.01.005","DOIUrl":"https://doi.org/10.1016/j.ijlmm.2023.01.005","url":null,"abstract":"<div><p>Double-pass friction stir processing (FSP) engendered intense plastic deformation in Mg–3Al–1Zn alloy with variation in the most influential process parameters, namely tool rotation speed and tool traverse speed. The effect of change in the FSP processing route on the resulting grain size was also analysed. Uniformly distributed fine equiaxed grains (average grain size ∼ 6.15 μm) were acquired in the stir-zone (SZ) due to extensive dynamic recrystallization (DRX). Attainment of large grain refinement encouraged for further investigation of the alloy's superplastic behaviour at elevated temperatures. Microstructural examination was followed by uniaxial tensile tests that were carried out at three distinct temperatures of 350, 400 and 450 °C at the constant strain rate of 1.3 × 10<sup>−</sup><sup>3</sup> s<sup>−1</sup>. With the rising deformation temperature, reduction in the flow stress led to significant increase in the tensile elongations of all the processed specimens. Micro-grain superplasticity (elongation &gt;200% under tension) was observed at the highest deformation temperature for the friction stirred specimen with the finest grains.</p></div>","PeriodicalId":52306,"journal":{"name":"International Journal of Lightweight Materials and Manufacture","volume":"6 3","pages":"Pages 405-415"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"50188835","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Review of common hydrogen storage tanks and current manufacturing methods for aluminium alloy tank liners 常用储氢罐及铝合金储氢罐衬垫制造方法综述
Q1 Engineering Pub Date : 2023-08-12 DOI: 10.1016/j.ijlmm.2023.08.002
Qian Cheng, Ruiqiang Zhang, Zhusheng Shi, Jianguo Lin

With the growing concern about climate issues and the urgent need to reduce carbon emissions, hydrogen has attracted increasing attention as a clean and renewable vehicle energy source. However, the storage of flammable hydrogen gas is a major challenge, and it restricts the commercialisation of fuel cell electric vehicles (FCEVs). This paper provides a comprehensive review of common on-board hydrogen storage tanks, possible failure mechanisms and typical manufacturing methods as well as their future development trends. There are generally five types of hydrogen tanks according to different materials used, with only Type III (metallic liner wrapped with composite) and Type IV (polymeric liner wrapped with composite) tanks being used for vehicles. The metallic liner of Type III tank is generally made from aluminium alloys and the associated common manufacturing methods such as roll forming, deep drawing and ironing, and backward extrusion are reviewed and compared. In particular, backward extrusion is a method that can produce near net-shape cylindrical liners without the requirement of welding, and its tool designs and the microstructural evolution of aluminium alloys during the process are analysed. With the improvement and innovation on extrusion tool designs, the extrusion force, which is one of the most demanding issues in the process, can be reduced significantly. As a result, larger liners can be produced using currently available equipment at a lower cost.

随着人们对气候问题的日益关注和减少碳排放的迫切需要,氢气作为一种清洁、可再生的汽车能源越来越受到关注。然而,易燃氢气的储存是一个重大挑战,它限制了燃料电池电动汽车(FCEV)的商业化。本文全面回顾了常见的车载储氢罐、可能的失效机制、典型的制造方法及其未来发展趋势。根据使用材料的不同,氢气罐一般分为五种类型,目前只有 III 型(金属内衬包裹复合材料)和 IV 型(聚合物内衬包裹复合材料)氢气罐用于车辆。III 型罐体的金属内衬一般由铝合金制成,本报告对相关的常见制造方法,如滚压成型、深拉伸和熨烫以及向后挤压进行了回顾和比较。其中,后向挤压是一种无需焊接即可生产近净形圆柱形内衬的方法,并分析了其工具设计和铝合金在加工过程中的微观结构演变。随着挤压工具设计的改进和创新,挤压过程中要求最高的挤压力可以大大降低。因此,使用现有设备可以以较低的成本生产出更大的内衬。
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引用次数: 0
Effects of fabrication techniques on the mechanical properties of high entropy alloys: A review 制备工艺对高熵合金力学性能的影响
Q1 Engineering Pub Date : 2023-08-04 DOI: 10.1016/j.ijlmm.2023.08.001
Smith Salifu, Peter Apata Olubambi

The enormous composition possibilities and the potential of developing alloys with improved properties have resulted in a spike in research interest in the area of high entropy alloys (HEAs) since 2010. Being multicomponent alloys with five or more metallic elements mixed in equimolar or non-equimolar ratio, HEAs offer limitless possibilities in the development of new alloys with unique properties as compared to the conventional alloys development techniques that involve the addition of one or more alloying elements in minute quantity to the principal element. Despite the tremendous interest in the field of HEAs and the development of new HEAs with unique properties, a comprehensive review of the effects of fabrication techniques on the mechanical properties of the developed alloys is still limited in the open literature. Hence, an attempt was made in this review to show the different techniques used in the manufacturing and synthesizing of HEAs and the effects of the used techniques on the mechanical properties of the alloys. Finally, some of the major challenges associated with the manufacturing and synthesizing of HEAs are reported.

自2010年以来,开发具有改进性能的合金的巨大成分可能性和潜力导致了对高熵合金(HEAs)领域的研究兴趣激增。HEAs是五种或多种金属元素以等摩尔或非等摩尔比例混合的多组分合金,与传统合金开发技术相比,HEAs为开发具有独特性能的新合金提供了无限的可能性,而传统合金开发技术需要在主元素中添加微量的一种或多种合金元素。尽管人们对HEAs领域和具有独特性能的新型HEAs的开发产生了极大的兴趣,但在公开的文献中,对制造技术对所开发合金力学性能的影响的全面回顾仍然有限。因此,本文试图介绍制造和合成HEAs的不同技术,以及这些技术对合金力学性能的影响。最后,报告了与HEAs制造和合成相关的一些主要挑战。
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引用次数: 2
Intelligent modeling of carbonized wood-silicon dioxide filled natural rubber composite for outer shoe sole manufacturing 碳化木-二氧化硅填充天然橡胶复合材料外鞋底制造的智能建模
Q1 Engineering Pub Date : 2023-08-02 DOI: 10.1016/j.ijlmm.2023.07.003
Christian Emeka Okafor , Sunday Iweriolor , Chukwunakueze Arinze Nwekeoti , Nürettin Akçakale , Godspower Onyekachukwu Ekwueme , Christopher Chukwutoo Ihueze , Ignatius Echezona Ekengwu

Large amount of wood dust is created as a byproduct of woodworking activities. Every year, there is an increase in wood dust generation, which severely pollutes the environment. Consequently, it becomes imperative to use wood dust in the production of useful products. A Carbonized Wood-Silicon Dioxide Filled Natural Rubber Composite (CWSDFNRC) was therefore created in this work using a compression molding method. The friction and compression properties of the composites were determined. Modeling of the composite's mechanical and friction characteristics was done using artificially intelligent techniques including Response Surface Methodology (RSM), Artificial Neural Network (ANN), and Adaptive Neuro-Fuzzy Inference System (ANFIS). The novel material was thermally analyzed using Dynamic Mechanical Analysis (DMA), Differential Scanning Calorimetry (DSC), Thermogravimetric Analysis (TGA), and Differential Thermal Analysis (DTA). The effectiveness of RSM, ANN, and ANFIS was demonstrated by relevant error indices. The optimization method revealed the ideal level of fitness at particle size, carbonization temperature, filler content, curing temperature, curing pressure, and curing time of 150 μm, 214 °C, 51 phr, 150 °C, 3 Pa, and 10 min respectively. These fitness conditions gave an optimal value of 17.63 MPa for compressive strength and a friction coefficient of 0.96. The novel material's characteristics contrasted well with those of comparable materials described in the literature, suggesting that it has the potential to be used in the manufacture of outer shoe soles and other elastomeric applications.

大量的木尘是木工活动的副产品。每年产生的木屑都在增加,严重污染了环境。因此,在生产有用的产品中使用木屑是势在必行的。因此,在这项工作中使用压缩成型方法创建了碳化木-二氧化硅填充天然橡胶复合材料(CWSDFNRC)。测定了复合材料的摩擦和压缩性能。利用响应面法(RSM)、人工神经网络(ANN)和自适应神经模糊推理系统(ANFIS)等人工智能技术对复合材料的力学和摩擦特性进行建模。采用动态力学分析(DMA)、差示扫描量热法(DSC)、热重分析(TGA)和差示热分析(DTA)对新型材料进行热分析。通过相关误差指标验证了RSM、ANN和ANFIS的有效性。优化结果表明,复合材料的理想适合度分别为:粒径150 μm、炭化温度、填料含量、固化温度、固化压力、固化时间为214℃、51 phr、150℃、3 Pa和10 min。这些适应度条件下,最优抗压强度为17.63 MPa,摩擦系数为0.96。这种新材料的特性与文献中描述的类似材料形成鲜明对比,表明它具有用于制造外鞋底和其他弹性体应用的潜力。
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引用次数: 0
Genetic-neural optimization approach for gas metal arc welding of dissimilar aluminium alloys of AA5083-O/AA6061-T6 AA5083-O/AA6061-T6异种铝合金气体金属电弧焊的遗传神经优化方法
Q1 Engineering Pub Date : 2023-07-21 DOI: 10.1016/j.ijlmm.2023.07.001
Rajesh P. Verma , K.N. Pandey , Gaurav Mittal

Distinct alloys have different chemical and thermal characteristics, making it difficult to weld together. For the purpose of maximizing tensile strength and weld hardness of the joint, the gas metal arc (GMA) welding process for the dissimilar aluminium alloys AA5083-O and AA6061-T6 was modelled and optimized in the current study. A genetic-neural approach was attempted, in which optimal artificial neural network (ANN) was applied to model the process and genetic algorithm (GA) approach was extended to optimize the parameters. The proposed genetic-neural (GA-ANN) approach was also compared to the traditional response surface methodology (RSM). In predicting the reactions of a GMA welded joint made of two different alloys, AA5083-O and AA6061-T6, the suggested optimum ANN model was shown to be more accurate (error 6%). The genetic-neural optimization technique has less inaccuracy (approximately 5% error) than the RSM optimization approach, however the more computational time was required to select GA-ANN parameters.

不同的合金具有不同的化学和热特性,使其难以焊接在一起。为了最大限度地提高接头的抗拉强度和焊缝硬度,本研究对异种铝合金AA5083-O和AA6061-T6的气体金属电弧(GMA)焊接工艺进行了建模和优化。采用遗传-神经网络方法,利用最优人工神经网络(ANN)对过程进行建模,并扩展遗传算法(GA)方法对参数进行优化。并将遗传神经网络(GA-ANN)方法与传统的响应面方法(RSM)进行了比较。在预测两种不同合金AA5083-O和AA6061-T6的GMA焊接接头的反应时,所建议的最优ANN模型更为准确(误差6%)。遗传神经优化方法的误差小于RSM优化方法(误差约为5%),但GA-ANN参数的选择需要更多的计算时间。
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引用次数: 0
Ultrasonic spot-welding of AA 6061-T6 aluminium alloy: Optimization of process parameters, microstructural characteristics and mechanical properties of spot joints AA 6061-T6铝合金超声波点焊工艺参数、焊点组织特征和力学性能的优化
Q1 Engineering Pub Date : 2023-07-21 DOI: 10.1016/j.ijlmm.2023.07.002
P. Rajalingam , S. Rajakumar , S. Kavitha , Tushar Sonar

The ultrasonic spot welding (USW) is used to develop the lap joints of AA 6061-T6 aluminium alloy because it is difficult to spot weld using resistance spot welding (RSW) and laser beam spot welding (LBSW) processes due to its high electrical conductivity, thermal conductivity and light reflectivity respectively. The main objective of this investigation is to optimize the USW parameters specifically welding time (s), amplitude (%) and pressure (bar) for enhancing the tensile shear fracture load (TSFL) bearing capability of AA 6061-T6 aluminium alloy lap joints for automotive applications. The statistical response surface methodology (RSM) was utilized for generating strength prediction models (SPM) and validated using analysis of variance (ANOVA). The RSM is widely used for optimizing the process parameters as it provides greater information such as optimum conditions, direct effect of process parameters and performance prediction from limited number of experiments compared to other optimization techniques. The response surfaces were created using RSM and analyzed. The effect of USW parameters on macrostructure, microstructure and TSFL of USW joints was studied. From the results, it was observed that the USW joints created using the welding amplitude of 100%, welding time of 21 s and welding pressure of 6 bar exhibited greater TSFL capacity of 5.08 kN. The SPM accurately predicted the TSFL of USW joints within 5% error on 95% confidence. Welding pressure disclosed major effect on TSFL of USW joints followed by welding amplitude and time. The greater TSFL of USW joints is imputed to the better coalescence of weld surfaces and refined microstructure.

针对电阻点焊(RSW)和激光束点焊(LBSW)的高导电性、高导热性和高反射率难以实现点焊的特点,采用超声点焊(USW)技术开发了AA 6061-T6铝合金的跨接接头。本研究的主要目的是优化USW参数,特别是焊接时间(s)、振幅(%)和压力(bar),以提高汽车用AA 6061-T6铝合金搭接接头的抗拉剪切断裂载荷(TSFL)承载能力。采用统计响应面法(RSM)建立强度预测模型(SPM),并用方差分析(ANOVA)进行验证。与其他优化技术相比,RSM可以提供更多的信息,如最佳条件、工艺参数的直接影响以及有限数量实验的性能预测,因此被广泛用于工艺参数优化。利用RSM法建立响应面并进行分析。研究了超声焊接参数对超声焊接接头的宏观组织、微观组织和TSFL的影响。结果表明,当焊接振幅为100%、焊接时间为21 s、焊接压力为6 bar时,USW接头的TSFL容量为5.08 kN。SPM在95%置信度下准确预测了USW关节的TSFL,误差在5%以内。焊接压力对USW接头的TSFL影响最大,其次是焊接振幅和时间。USW接头的TSFL越大,归因于焊缝表面的良好结合和微观组织的细化。
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引用次数: 2
期刊
International Journal of Lightweight Materials and Manufacture
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