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Research on Pressure Buffer Structure of Swash Plate Plunger Hydraulic Transformer 斜盘柱塞液压变压器压力缓冲结构研究
IF 1.9 4区 工程技术 Q2 Engineering Pub Date : 2024-08-07 DOI: 10.1007/s12541-024-00995-9
Xiao-jing Wang, Yu-xuan Zhang, Shu-hang Huo

The phenomenon of pressure shock is experienced in the operation of hydraulic transformers. A valve plate featuring a triangular groove buffer structure is designed in this paper to mitigate this phenomenon. The differential equation of oil pressure in the plunger cavity with buffer structure is established and transformed into the pressure increment equation of the plunger cavity, thereby obtaining the relation curves between the size of the buffer structure and the pressure change of the plunger cavity, as well as the influence law of the buffer structure on the pressure change of the plunger cavity. The optimal size of the triangular groove buffer structure for each distribution window is determined. The fluid model with the above buffer structure is subjected to a transient simulation using ANSYS, and the pressure distribution cloud diagram of the plunger is obtained. The simulation results show that the cushioning structure can effectively realize the pressure buffering effect.

液压变压器在运行过程中会出现压力冲击现象。本文设计了一种具有三角槽缓冲结构的阀板,以缓解这种现象。建立了带缓冲结构的柱塞腔油压微分方程,并将其转化为柱塞腔压力增量方程,从而得到了缓冲结构尺寸与柱塞腔压力变化的关系曲线,以及缓冲结构对柱塞腔压力变化的影响规律。确定了每个分布窗口的三角槽缓冲结构的最佳尺寸。使用 ANSYS 对具有上述缓冲结构的流体模型进行瞬态仿真,得到柱塞的压力分布云图。仿真结果表明,缓冲结构能有效实现压力缓冲效果。
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引用次数: 0
Enhancement of In-Position Stability Performance in Magnetic Levitation Fine Stages Through Structural Mode Reinforcement 通过结构模式强化提高磁悬浮精细平台的就位稳定性能
IF 1.9 4区 工程技术 Q2 Engineering Pub Date : 2024-08-07 DOI: 10.1007/s12541-024-01098-1
Jaeheon Jeong, MyeongHyeon Kim

Precision stages have been extensively researched and developed due to their broad range of applications across various fields. Magnetic levitation stages, in particular, control a floating top plate with six degrees of freedom without mechanical coupling. Consequently, the in-position stability performance of magnetic levitation stages is crucial, as it determines the overall stage performance and regulates manufacturing efficiency. Traditionally, efforts to enhance stability have primarily focused on improving the performance of sensors and actuators. This study introduces a novel approach that significantly improves in-position stability by adding specially designed reinforcement components. These components either convert an open frame structure to a closed one or increase the structural stiffness of the stage. Through modal analysis using the Finite Element Method (FEM), the modal shape across the stage was assessed and structurally weak parts were identified. The addition of reinforcement components resulted in a marked improvement in in-position stability, with the root-mean-square displacement values decreasing by 60.5% and 50.0% along the x and y axes, respectively. Moreover, these improvements were predictable through the use of FEM. Given its simplicity and cost-effectiveness, this method is proposed as a promising new strategy to enhance the performance of precision stages.

精密平台因其在各个领域的广泛应用而得到了广泛的研究和开发。特别是磁悬浮平台,它可以控制具有六个自由度的浮动顶板,而无需机械耦合。因此,磁悬浮平台的就位稳定性能至关重要,因为它决定了平台的整体性能并调节着制造效率。传统上,增强稳定性的工作主要集中在提高传感器和致动器的性能上。本研究引入了一种新方法,通过添加专门设计的加固组件,显著提高就位稳定性。这些组件要么将开放式框架结构转换为封闭式结构,要么增加舞台的结构刚度。通过使用有限元法(FEM)进行模态分析,对整个舞台的模态形状进行了评估,并确定了结构薄弱的部分。增加加固部件后,就位稳定性显著提高,沿 x 轴和 y 轴的均方根位移值分别降低了 60.5% 和 50.0%。此外,通过使用有限元模型,这些改进是可以预见的。鉴于该方法的简便性和成本效益,建议将其作为提高精密平台性能的一种有前途的新策略。
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引用次数: 0
Development of Wafer Bonding System for High Precision Bonding Alignment 开发用于高精度粘合对准的晶片粘合系统
IF 1.9 4区 工程技术 Q2 Engineering Pub Date : 2024-08-06 DOI: 10.1007/s12541-024-01088-3
Tae-Ho Kim, Dahoon Ahn, Moon G. Lee, Jaehyun Park, Hak-Jun Lee

Artificial Intelligence (AI) technology is leading the fourth industrial revolution, particularly as a key element in high-performance computing, complex data analysis, and real-time decision support systems. For the advancement and efficient implementation of these AI technologies, high-performance semiconductor chip manufacturing requires the essential technology of hybrid bonding processes. Hybrid bonding minimizes the physical distance between chips, enabling high-speed data transmission and low power consumption, thereby maximizing AI chip performance. Additionally, this process facilitates chip miniaturization, reduces manufacturing complexity, and supports economical production, thus expanding the application range of AI technologies across various industries. By enabling the integration of multi-functional chips, hybrid bonding significantly improves AI applications in fields such as automotive, healthcare, and telecommunications, contributing to the advancement of the fourth industrial revolution. In this paper, Wafer-to-Wafer (W2W) hybrid bonding system is developed to solve precision degradation issues occurring during the room-temperature hybrid bonding process. Performance evaluation and experiments conducted on the bonding system, fabricated based on optimal design, confirmed high-precision bonding performance at room temperature through precise position control to be compensate position error of wafer bonding.

人工智能(AI)技术正在引领第四次工业革命,尤其是作为高性能计算、复杂数据分析和实时决策支持系统的关键要素。为了推进和高效实施这些人工智能技术,高性能半导体芯片制造需要混合键合工艺这一基本技术。混合键合可最大限度地减少芯片之间的物理距离,实现高速数据传输和低功耗,从而最大限度地提高人工智能芯片的性能。此外,这种工艺还能促进芯片微型化,降低制造复杂性,支持经济型生产,从而扩大人工智能技术在各行各业的应用范围。通过实现多功能芯片的集成,混合键合技术大大提高了人工智能在汽车、医疗保健和电信等领域的应用,为推动第四次工业革命做出了贡献。本文开发了晶圆到晶圆(W2W)混合键合系统,以解决室温混合键合过程中出现的精度下降问题。通过对基于优化设计制造的键合系统进行性能评估和实验,证实了通过精确位置控制补偿晶圆键合位置误差在室温下的高精度键合性能。
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引用次数: 0
Study of Bacterial Culture on Zirconia and Alumina Surfaces Through Laser Surface Treatment 通过激光表面处理氧化锆和氧化铝表面细菌培养的研究
IF 1.9 4区 工程技术 Q2 Engineering Pub Date : 2024-08-04 DOI: 10.1007/s12541-024-01082-9
Sangwoo Yoon, Joohan Kim

This study explores the growth of bacteria on zirconia and alumina, two ceramics commonly used in biomaterials, using a laser to prepare these surfaces for bacterial cultivation. We focused on how adjusting the laser fluence can change the size of ceramic particles on these surfaces, which in turn affects bacteria’s ability to grow. By measuring contact angle and roughness, their correlation with bacterial growth was confirmed. We found that higher laser power strengthens the natural properties of zirconia and alumina that affect bacteria growth. This result is significant for biomaterials and microbial engineering because it means we can enhance how well bacteria grow on these surfaces by simply using a laser parameter. This capability opens up new possibilities in designing surfaces that interact with microbes in specific ways, such as creating antimicrobial coatings or improving biomaterials for medical uses.

这项研究探讨了细菌在氧化锆和氧化铝这两种常用于生物材料的陶瓷表面上的生长情况。我们重点研究了调整激光通量如何改变这些表面陶瓷颗粒的大小,进而影响细菌的生长能力。通过测量接触角和粗糙度,确认了它们与细菌生长的相关性。我们发现,激光功率越高,氧化锆和氧化铝的天然特性就越强,从而影响细菌的生长。这一结果对生物材料和微生物工程意义重大,因为它意味着我们只需使用激光参数,就能提高细菌在这些表面上的生长能力。这种能力为设计以特定方式与微生物相互作用的表面开辟了新的可能性,例如制造抗菌涂层或改进医疗用生物材料。
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引用次数: 0
Evaluation of the Reverse Deep Drawing Process to Produce Square Cup of Brass Without Blank-Holder 对反向深拉工艺生产无坯料夹持方形黄铜杯的评估
IF 1.9 4区 工程技术 Q2 Engineering Pub Date : 2024-08-02 DOI: 10.1007/s12541-024-01001-y
Ali Hassan Saleh, Hussein Muwafaq Abdulridha, Rawaa Hamid Mohammed Al-Kalali, Muammar Ibrahim Ismail

Deep drawing is the process of drawing sheet metal blank into a desired shape. A blank holder is used to prevent wrinkling in the product, especially with thin sheets. The implementation of this process requires the use of double action press, and when the blank-holder is eliminated, single action press can be used, thus saving energy. In the current study, a new arrangement of punch and die was adopted to produce a square cup of brass from thin sheet in a single stroke of reverse deep drawing without blank-holder. Square cup produced by pushing blank with a hollow square punch through a square outer die which has inner square die. The geometric shape of the blank and its dimensions can affect the determination of the wrinkling as well as the drawing load and the distribution of strain and thickness, in addition reducing the metal removed as a waste in the trimming process of product. To study the effect of this parameter numerically and experimentally, three shapes were employed, square, square with fillet at its corners, and circular blank. The results show that the square blank gave a successful square cup of 30 mm rib, and 20 mm height has 4 mm radius without wrinkling. The maximum load and thickness distribution were almost similar for all blanks and an apparent change appeared in the thickness of the base. The maximum strain value decreases in the square blank. The speed of the punch can affect the determination of the drawing load, so three punch speeds (3, 6 and 9 mm/min) were experimentally employed to investigate their effect on load. The results revealed that the speed of 6 mm/min was the best. Errors between numerical and experimental results don’t exceed 10%.

深拉伸是将金属板坯料拉伸成所需形状的工艺。使用坯料夹具是为了防止产品起皱,尤其是薄板。实施这一工艺需要使用双动压力机,如果取消坯料夹具,则可以使用单动压力机,从而节省能源。在本次研究中,我们采用了一种新的冲头和模具布置方式,在没有坯料夹具的情况下,通过一次反向拉深冲程从薄板上生产出黄铜方杯。用空心方形冲头将坯料推过带有方形内模的方形外模,即可生产出方形杯。坯料的几何形状及其尺寸会影响皱纹的确定、拉伸载荷以及应变和厚度的分布,此外还会减少产品切边过程中的金属废料。为了通过数值和实验研究该参数的影响,我们采用了三种形状的坯料:正方形、四角带圆角的正方形和圆形坯料。结果表明,方形坯料能成功制作出棱长 30 毫米、高 20 毫米、半径 4 毫米的方形杯,且没有起皱。所有坯料的最大载荷和厚度分布几乎相似,但底座厚度出现了明显变化。方形坯料的最大应变值减小。冲头的速度会影响拉伸载荷的确定,因此实验采用了三种冲头速度(3、6 和 9 毫米/分钟)来研究它们对载荷的影响。结果表明,6 毫米/分钟的速度最佳。数值结果与实验结果之间的误差不超过 10%。
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引用次数: 0
Effect of Surface Roughness on Fatigue Strength in Martensitic Stainless Steel 表面粗糙度对马氏体不锈钢疲劳强度的影响
IF 1.9 4区 工程技术 Q2 Engineering Pub Date : 2024-08-01 DOI: 10.1007/s12541-024-01079-4
Dong-Su Bae, Jin-Kyung Lee

This research was performed to study the effect of surface roughness on the fatigue limit in martensitic stainless steel (STS 410). After heat treatment of STS 410 steel, mechanical property tests and rotary bending fatigue tests were performed by varying the surface roughness conditions of A-polishing, A-grinding, and A-#60 of STS 410 steel, respectively. The fatigue fracture surface was observed and analyzed using SEM and EDS. The fatigue limit of STS 410 steel decreased by 0.98% from 509 to 504 MPa when the surface roughness increased about 3 times from 0.226 to 0.664 μm. However, when it increased about 9 times from 0.226 to 2.053 μm, it showed a significant decrease of 7.66% from 509 to 470 MPa. The ratio of fatigue limit to tensile strength (fatigue ratio) of STS 410 steel decreased from 54.9 to 50.5% as the surface roughness increased from 0.226 to 2.053 μm. Beach marks, a typical shape of a fatigue fracture surface, were observed on the fracture surface near the start point of fatigue failure, and brittle (Fe, Cr, Mn, Si) based non-metallic inclusions that promote crack propagation and reduce fatigue limit existed.

本研究旨在探讨表面粗糙度对马氏体不锈钢(STS 410)疲劳极限的影响。在对 STS 410 钢进行热处理后,通过改变 STS 410 钢的表面粗糙度条件(A-抛光、A-研磨和 A-#60),分别进行了力学性能测试和旋转弯曲疲劳测试。使用 SEM 和 EDS 对疲劳断裂表面进行了观察和分析。当表面粗糙度从 0.226 μm 增加约 3 倍至 0.664 μm 时,STS 410 钢的疲劳极限从 509 MPa 降至 504 MPa,降幅为 0.98%。然而,当表面粗糙度从 0.226 μm 增加到 2.053 μm 约 9 倍时,从 509 到 470 MPa 的疲劳极限显著降低了 7.66%。随着表面粗糙度从 0.226 μm 增加到 2.053 μm,STS 410 钢的疲劳极限与抗拉强度之比(疲劳比)从 54.9% 下降到 50.5%。在疲劳破坏起点附近的断裂面上观察到了典型的疲劳断裂面形状--滩痕,并且存在脆性(Fe、Cr、Mn、Si)非金属夹杂物,这些夹杂物会促进裂纹扩展并降低疲劳极限。
{"title":"Effect of Surface Roughness on Fatigue Strength in Martensitic Stainless Steel","authors":"Dong-Su Bae, Jin-Kyung Lee","doi":"10.1007/s12541-024-01079-4","DOIUrl":"https://doi.org/10.1007/s12541-024-01079-4","url":null,"abstract":"<p>This research was performed to study the effect of surface roughness on the fatigue limit in martensitic stainless steel (STS 410). After heat treatment of STS 410 steel, mechanical property tests and rotary bending fatigue tests were performed by varying the surface roughness conditions of A-polishing, A-grinding, and A-#60 of STS 410 steel, respectively. The fatigue fracture surface was observed and analyzed using SEM and EDS. The fatigue limit of STS 410 steel decreased by 0.98% from 509 to 504 MPa when the surface roughness increased about 3 times from 0.226 to 0.664 μm. However, when it increased about 9 times from 0.226 to 2.053 μm, it showed a significant decrease of 7.66% from 509 to 470 MPa. The ratio of fatigue limit to tensile strength (fatigue ratio) of STS 410 steel decreased from 54.9 to 50.5% as the surface roughness increased from 0.226 to 2.053 μm. Beach marks, a typical shape of a fatigue fracture surface, were observed on the fracture surface near the start point of fatigue failure, and brittle (Fe, Cr, Mn, Si) based non-metallic inclusions that promote crack propagation and reduce fatigue limit existed.</p>","PeriodicalId":14359,"journal":{"name":"International Journal of Precision Engineering and Manufacturing","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2024-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141886416","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Investigation of Moving Load Distribution with the Effect of LDR and LSR on Three-dimensional Fatigue Fracture Behavior of Spur Gear Drive 研究移动载荷分布与 LDR 和 LSR 对正齿轮传动装置三维疲劳断裂行为的影响
IF 1.9 4区 工程技术 Q2 Engineering Pub Date : 2024-07-26 DOI: 10.1007/s12541-024-00983-z
N. Gnanasekar, Rama Thirumurugan, M. Jayaraj, N. Manikandan, N. Nagaprasad, Krishnaraj Ramaswamy

The tooth fracture failure modes in the spur gear tooth root are mainly influenced by the magnitude and positions of bending fatigue load along the gear face width. Numerous studies in the literature used 3D finite element (FE) models to analyze crack propagation, but they did not take into account the effect of the load distribution ratio (LDR) throughout the gear face width, either in a moving load model or a uniform load model. In this study, an effort is made to investigate the impact of LDR and Load Sharing Ratio (LSR) in the modeling of moving loads for various loading positions and measure the actual crack propagation behavior of a spur gear with a root fracture using the 3D FE technique. Further, the influences of FE spur gear models on the variation of Actual Load Distribution with the effect of LSR, Stress Intensity Factors (SIFs), and crack propagation paths are also studied. A 3D FE crack propagation modeling procedure is validated with the experimental results of the SAEJ1619 fatigue test procedure. The experimental investigation using standard SAEJ1619 fatigue test procedure shows that the symmetric crack propagation failure at the crack front of the spur gear tooth was observed for a given uniform bending fatigue load. The results show that the mode I SIFs (KI) and mode II SIFs (KII) are dominant at the crack opening displacement for the positions of moving load between the Highest Point of Single Tooth Contact (HPSTC) and Highest Point of Tooth Contact (HPTC) lines. But, the KII is highly influenced by KI for further crack growth when the load is moved to the HPSTC line than the HPTC line. This study provides the guidelines to predict the actual crack propagation path failure behavior for various positions of moving load for various gear drive systems with root crack.

正齿轮齿根的断齿失效模式主要受沿齿面宽度的弯曲疲劳载荷大小和位置的影响。大量文献研究使用三维有限元(FE)模型分析裂纹扩展,但无论是在移动载荷模型还是均匀载荷模型中,都没有考虑整个齿轮面宽度上载荷分配比例(LDR)的影响。在本研究中,我们努力研究 LDR 和负载分担比 (LSR) 在不同加载位置的移动负载模型中的影响,并使用三维 FE 技术测量具有根部断裂的直齿轮的实际裂纹扩展行为。此外,还研究了 FE 正齿轮模型对实际载荷分布变化的影响,以及 LSR、应力强度因子 (SIF) 和裂纹扩展路径的影响。三维 FE 裂纹扩展建模程序与 SAEJ1619 疲劳测试程序的实验结果进行了验证。使用标准 SAEJ1619 疲劳测试程序进行的实验研究表明,在给定的均匀弯曲疲劳载荷下,在正齿轮齿的裂纹前端观察到了对称裂纹扩展失效。结果表明,在单齿接触最高点(HPSTC)和齿接触最高点(HPTC)线之间的移动载荷位置,模式 I SIF(KI)和模式 II SIF(KII)在裂纹开口位移处占主导地位。但是,当载荷移动到 HPSTC 线比 HPTC 线时,KII 受 KI 的影响较大,从而影响裂纹的进一步增长。这项研究为预测带有根部裂纹的各种齿轮传动系统在不同移动载荷位置下的实际裂纹扩展路径失效行为提供了指导。
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引用次数: 0
Implementation of Conceptual Design and Taguchi Optimization Method for the Construction of Multi-Resin 3D Printer 采用概念设计和田口优化法制造多树脂 3D 打印机
IF 1.9 4区 工程技术 Q2 Engineering Pub Date : 2024-07-26 DOI: 10.1007/s12541-024-01050-3
Yulius Shan Romario, Chinmai Bhat, Seto Agung Riyanto, Samuel Bobby Sanjoto, Ehsan Toyserkani, Maziar Ramezani, Cho-Pei Jiang

This study proposes the step-wise procedures involved in the development and fabrication of indigenous multi-resin 3D printer using vat photopolymerization process. The demand for simultaneous (i.e. single step) fabrication of multi-material intricate designs is exponentially increasing in the customization industries. The step-wise procedure involves the utilization of conceptual design approach to evaluate various sub-functions and their available solutions. Upon successfully identifying the sub-functions, their solutions, and the inter-dependency involved, three different types of multi-resin 3D printers are being be designed. Among the three proposed multi-resin 3D printer designs, the most optimized one is selected through the Verein Deutscher Ingenieure (VDI) 2225 guidelines. During the feasibility analysis as per the VDI 2225 guidelines, equal importance is given to the technical and economic aspects. Upon selection, the 3D printer is indigenously constructed using the locally available components and equipment. Moreover, the Taguchi method of level-3 is used to evaluate the best printing parameters for two different resins namely: DK-W (Dark-Water washable) and LT-W Light-Water washable). Furthermore, post-curing shrinkage analysis is carried out to examine the dimensional discrepancies. The excellent performance of the proposed printer was demonstrated by satisfactory printing of complex geometrical parts: Mobius ring and a ball inside a cage with acceptable accuracies.

本研究提出了利用大桶光聚合工艺开发和制造本土多树脂三维打印机的步骤。定制行业对同时(即单步)制造多材料复杂设计的需求呈指数级增长。该步骤包括利用概念设计方法评估各种子功能及其可用解决方案。在成功确定子功能、其解决方案和相关的相互依存关系后,三种不同类型的多树脂三维打印机将被设计出来。根据德国工程师协会(VDI)2225 准则,在三种拟议的多树脂三维打印机设计中,选出了最优化的一种。在根据 VDI 2225 准则进行可行性分析期间,技术和经济方面同等重要。选定后,3D 打印机将使用当地可用的组件和设备在本地制造。此外,还采用了 Taguchi 3 级方法来评估两种不同树脂的最佳打印参数,这两种树脂是:DK-W(黑水洗)、DK-B(黑水洗)、DK-C(黑水洗):DK-W(深色-水洗)和 LT-W(浅色-水洗)。此外,还进行了固化后收缩分析,以检查尺寸差异。复杂几何形状部件的打印效果令人满意,证明了拟议打印机的卓越性能:莫比乌斯环和笼子里的球的打印精度可以接受。
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引用次数: 0
Optimization of Laser Welded Joints of Steel/Al with Pre-placed High-Entropy Alloy Powder 用预置高熵合金粉优化钢/铝激光焊接接头
IF 1.9 4区 工程技术 Q2 Engineering Pub Date : 2024-07-25 DOI: 10.1007/s12541-024-01080-x
Xinran Zhang, Yonghuan Guo, Xiying Fan, Zhiwei Zhu, Lanfeng Zhang

This study optimized the laser welding process parameters of steel/Al by combining the Support Vector Machine model optimized by the Coati Optimization Algorithm (COA-SVM) with the Multi-Objective Cuckoo Search algorithm (MOCS), and the FeCoNiCrTi high-entropy alloy (HEA) powder was used as a filler metal to connect 5052 aluminum alloy with DP780 dual phase steel by laser welding. Using optical microscope and scanning electron microscope equipped with energy-dispersive spectroscopy to analyze the changes in joint structure and fracture morphology before and after adding HEA. The results showed that the optimized weld width decreased by 28.06% and the weld depth increased by 29.76%. The addition of HEA suppressed the Fe–Al mutual diffusion and significantly reduced the intermetallic compounds (IMCs) layer thickness. Some HEA elements participated in the reaction between Fe/Al, forming new phases such as Al5FeNi, which increases ductility compared to the original phase. The maximum tensile force measured can reach 815 N. Compared with the absence of HEA, the maximum tensile force of the joint increased by 35.2%, and the fracture mode changed from brittle fracture to semi-brittle fracture.

本研究通过科蒂优化算法(COA-SVM)优化的支持向量机模型与多目标布谷鸟搜索算法(MOCS)相结合,优化了钢/铝的激光焊接工艺参数,并采用FeCoNiCrTi高熵合金(HEA)粉末作为填充金属,将5052铝合金与DP780双相钢进行激光焊接连接。利用光学显微镜和扫描电子显微镜,并配备能量色散光谱仪,分析添加 HEA 前后接头结构和断口形貌的变化。结果表明,优化后的焊缝宽度减少了 28.06%,焊缝深度增加了 29.76%。HEA 的加入抑制了铁铝的相互扩散,并显著降低了金属间化合物(IMC)层的厚度。一些 HEA 元素参与了铁/铝之间的反应,形成了 Al5FeNi 等新相,与原始相相比增加了延展性。测得的最大拉力可达 815 N。与不含 HEA 的情况相比,接头的最大拉力增加了 35.2%,断裂模式从脆性断裂变为半脆性断裂。
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引用次数: 0
Experimental Investigations and Optimization of Surface Roughness Using Response Surface Methodology Coupled with Genetic Algorithm and Particle Swarm Optimization Techniques in Grinding of Inconel 718 在铬镍铁合金 718 的磨削中使用响应面方法与遗传算法和粒子群优化技术对表面粗糙度进行实验研究和优化
IF 1.9 4区 工程技术 Q2 Engineering Pub Date : 2024-07-24 DOI: 10.1007/s12541-024-01038-z
Shambhu Nath Gupta, Sanjay Kumar Chak

Nickel-based superalloy such as Inconel 718 has worldwide applications in the manufacturing of aircraft components and defence industries due to superior properties at elevated temperatures. The importance of this material in high-temperature applications due to its excellent thermo-physical properties is subject to extensive area of interest. The machining of nickel-based superalloy is a challenging task due to generation of high heat in grinding zone which impels the study of improvement of surface quality in the present study. The main aim of the present study is to find the optimum process parameters corresponding to minimum Ra value using different optimization techniques so that the production cost of components and time consumption can be minimized. In the present experimental study, investigation has been carried out on Inconel 718 through a CNC surface grinding machine. Due to the complexity involved in tough-to-machine material, the study focuses on the improvement of surface roughness using down grinding process by the optimization of three influential parameters such as wheel speed, depth of cut and table speed. Response surface methodology based central composite rotatable design is used in this study to illustrate the surface roughness value (Ra) which is greatly influenced by wheel speed followed by depth of cut and table speed. For the optimization of machining parameters, RSM coupled with genetic algorithm (GA) and particle swarm optimization (PSO) is used to reduce the time consumption in the selection of machining parameters and desirous output response in grinding. The Ra value corresponding to GA is found to be 0.2735 µm while 0.2586 µm using PSO technique. The best optimal process parameters corresponding to minimum Ra value using PSO technique are depth of cut = 5 µm, wheel speed = 628 m/min, and table speed = 3588 mm/min. Comparatively, PSO provided better results in terms of minimum surface roughness than GA. The validation of experimental results is done with a statistical model that has shown a fine level of corroboration among them.

镍基超合金(如 Inconel 718)在高温下具有优异的性能,因此在全球飞机部件制造和国防工业中得到广泛应用。这种材料因其优异的热物理性能而在高温应用中占据重要地位,受到广泛关注。由于镍基超合金在磨削区会产生高热,因此对其进行加工是一项极具挑战性的任务,这也促使本研究对其表面质量的改善进行研究。本研究的主要目的是利用不同的优化技术找到与最小 Ra 值相对应的最佳工艺参数,从而最大限度地降低部件的生产成本和时间消耗。在本实验研究中,通过数控平面磨床对 Inconel 718 进行了调查。由于难加工材料的复杂性,研究重点是通过优化砂轮速度、切削深度和工作台速度等三个影响参数,利用下磨工艺改善表面粗糙度。本研究采用基于响应面方法的中央复合可旋转设计来说明表面粗糙度值(Ra),该值受砂轮速度的影响较大,其次是切削深度和工作台速度。为了优化加工参数,采用了 RSM 与遗传算法(GA)和粒子群优化(PSO)相结合的方法,以减少在磨削过程中选择加工参数和所需输出响应的时间消耗。结果发现,GA 算法对应的 Ra 值为 0.2735 µm,而 PSO 技术对应的 Ra 值为 0.2586 µm。使用 PSO 技术获得最小 Ra 值的最佳工艺参数是切削深度 = 5 µm,砂轮速度 = 628 m/min,工作台速度 = 3588 mm/min。与 GA 相比,PSO 在最小表面粗糙度方面提供了更好的结果。通过统计模型对实验结果进行了验证,结果表明它们之间具有很好的相关性。
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引用次数: 0
期刊
International Journal of Precision Engineering and Manufacturing
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