首页 > 最新文献

Cirp Annals-Manufacturing Technology最新文献

英文 中文
Design and analyses of powder deposition, gas flow, and productivity for a rotary laser powder bed fusion system 旋转激光粉末床熔合系统粉末沉积、气体流动和生产效率的设计与分析
IF 3.2 3区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2025-01-01 DOI: 10.1016/j.cirp.2025.04.005
Markus Bambach (2), Michael Robert Tucker
This study presents the design of a novel rotary PBF-LB/M machine where the recoater and gas system rotate synchronously with laser exposure. Unlike previous setups, the rotating nozzle covers only part of the powder bed, enabling higher localized gas velocities. CFD simulations indicate that a fine-mesh square grid improves flow uniformity with minimal powder disturbance. An angled recoater design supports stable rotary powder deposition. Trial builds, in-process measurements, and analyses of timing and powder efficiency demonstrate the system's effectiveness for annular parts, offering a significant speed advantage over rectilinear designs.
本文设计了一种新型的旋转PBF-LB/M机器,该机器的复涂器和气体系统与激光照射同步旋转。与以前的设置不同,旋转喷嘴仅覆盖粉末床的一部分,从而实现更高的局部气体速度。CFD模拟结果表明,细孔方形网格在粉末扰动最小的情况下提高了流动均匀性。一个角度重涂器设计支持稳定的旋转粉末沉积。试验构建、过程测量、时间和粉末效率分析证明了该系统对环形部件的有效性,与直线设计相比,具有显著的速度优势。
{"title":"Design and analyses of powder deposition, gas flow, and productivity for a rotary laser powder bed fusion system","authors":"Markus Bambach (2),&nbsp;Michael Robert Tucker","doi":"10.1016/j.cirp.2025.04.005","DOIUrl":"10.1016/j.cirp.2025.04.005","url":null,"abstract":"<div><div>This study presents the design of a novel rotary PBF-LB/M machine where the recoater and gas system rotate synchronously with laser exposure. Unlike previous setups, the rotating nozzle covers only part of the powder bed, enabling higher localized gas velocities. CFD simulations indicate that a fine-mesh square grid improves flow uniformity with minimal powder disturbance. An angled recoater design supports stable rotary powder deposition. Trial builds, in-process measurements, and analyses of timing and powder efficiency demonstrate the system's effectiveness for annular parts, offering a significant speed advantage over rectilinear designs.</div></div>","PeriodicalId":55256,"journal":{"name":"Cirp Annals-Manufacturing Technology","volume":"74 1","pages":"Pages 315-319"},"PeriodicalIF":3.2,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144611887","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Comparison of three hybrid metal additive-subtractive manufacturing processes 三种混合金属增减制造工艺的比较
IF 3.2 3区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2025-01-01 DOI: 10.1016/j.cirp.2025.04.074
Christian Baumann , Manisha Yerranagu , Weijun Zhang , Aishwarya Deshpande , Severin Maier , Stefan Gössinger , Masakazu Soshi , Friedrich Bleicher (1) , Frank E. Pfefferkorn (1)
The objective of this work is to compare three different hybrid metal additive-subtractive manufacturing processes to enable decision-making and future research. This was achieved by producing the same artifact out of 316L stainless steel with - Friction Surfacing, Wire Arc Additive Manufacturing, and Laser Powder Directed Energy Deposition. Key process outcomes including cycle time, resource consumption, distortion, energy consumption, microstructure, hardness, and tensile strength were analyzed. It was observed that: Friction Surfacing demonstrates higher hardness due to its solid-state nature; Wire Arc Additive Manufacturing offers lower cycle times and resource consumption; and Directed Energy Deposition provides near net shape geometries.
这项工作的目的是比较三种不同的混合金属增材减材制造工艺,以使决策和未来的研究。这是通过用316L不锈钢生产相同的工件实现的-摩擦表面,电弧增材制造和激光粉末定向能量沉积。分析了循环时间、资源消耗、变形、能耗、显微组织、硬度和抗拉强度等关键工艺结果。结果表明:摩擦表面由于其固态特性而具有较高的硬度;电弧增材制造提供更短的周期时间和资源消耗;定向能沉积提供接近净形状的几何形状。
{"title":"Comparison of three hybrid metal additive-subtractive manufacturing processes","authors":"Christian Baumann ,&nbsp;Manisha Yerranagu ,&nbsp;Weijun Zhang ,&nbsp;Aishwarya Deshpande ,&nbsp;Severin Maier ,&nbsp;Stefan Gössinger ,&nbsp;Masakazu Soshi ,&nbsp;Friedrich Bleicher (1) ,&nbsp;Frank E. Pfefferkorn (1)","doi":"10.1016/j.cirp.2025.04.074","DOIUrl":"10.1016/j.cirp.2025.04.074","url":null,"abstract":"<div><div>The objective of this work is to compare three different hybrid metal additive-subtractive manufacturing processes to enable decision-making and future research. This was achieved by producing the same artifact out of 316L stainless steel with - Friction Surfacing, Wire Arc Additive Manufacturing, and Laser Powder Directed Energy Deposition. Key process outcomes including cycle time, resource consumption, distortion, energy consumption, microstructure, hardness, and tensile strength were analyzed. It was observed that: Friction Surfacing demonstrates higher hardness due to its solid-state nature; Wire Arc Additive Manufacturing offers lower cycle times and resource consumption; and Directed Energy Deposition provides near net shape geometries.</div></div>","PeriodicalId":55256,"journal":{"name":"Cirp Annals-Manufacturing Technology","volume":"74 1","pages":"Pages 321-325"},"PeriodicalIF":3.2,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144611888","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Slipline solution to asperity deformation under combined high normal pressure and subsurface deformation 高压法向和地下变形联合作用下的滑线解
IF 3.2 3区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2025-01-01 DOI: 10.1016/j.cirp.2025.03.030
Chris V. Nielsen (2) , Paulo A.F. Martins (1) , Niels Bay (1)
A new set of slipline fields, along with a corresponding calculation procedure, offers an analytical solution to the flattening of asperities under high normal pressure and subsurface deformation. This new solution integrates existing slipline fields for asperity flattening at high normal pressures with those related to indentation and provides a statically admissible transition to uniform subsurface deformation under plane strain conditions. The calculation procedure effectively manages the transition from one slipline field to another, accounting for increments in both the real contact area ratio and the longitudinal strain associated with subsurface deformation. The new solution is validated against numerical simulations.
一组新的滑线场,以及相应的计算程序,为高法向压力和地下变形下的凹凸不平提供了解析解。这种新的解决方案整合了现有的在高压下的光滑场和与压痕相关的滑动场,并提供了在平面应变条件下向均匀地下变形的静态允许过渡。计算过程有效地管理了从一个滑线场到另一个滑线场的过渡,考虑了实际接触面积比和与地下变形相关的纵向应变的增量。通过数值模拟验证了新解的有效性。
{"title":"Slipline solution to asperity deformation under combined high normal pressure and subsurface deformation","authors":"Chris V. Nielsen (2) ,&nbsp;Paulo A.F. Martins (1) ,&nbsp;Niels Bay (1)","doi":"10.1016/j.cirp.2025.03.030","DOIUrl":"10.1016/j.cirp.2025.03.030","url":null,"abstract":"<div><div>A new set of slipline fields, along with a corresponding calculation procedure, offers an analytical solution to the flattening of asperities under high normal pressure and subsurface deformation. This new solution integrates existing slipline fields for asperity flattening at high normal pressures with those related to indentation and provides a statically admissible transition to uniform subsurface deformation under plane strain conditions. The calculation procedure effectively manages the transition from one slipline field to another, accounting for increments in both the real contact area ratio and the longitudinal strain associated with subsurface deformation. The new solution is validated against numerical simulations.</div></div>","PeriodicalId":55256,"journal":{"name":"Cirp Annals-Manufacturing Technology","volume":"74 1","pages":"Pages 375-379"},"PeriodicalIF":3.2,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144611897","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Laser powder directed energy deposition and substrate-free single layer powder bed fusion under micro- and lunar gravity conditions 微月重力条件下激光粉末定向能沉积和无基体单层粉末床熔合
IF 3.2 3区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2025-01-01 DOI: 10.1016/j.cirp.2025.03.031
Ludger Overmeyer (2) , Marvin Raupert , Matthias Pusch , Tjorben Griemsmann , André Katterfeld , Christoph Lotz
In-Space Manufacturing (ISM) needs material-efficient processes or the usage of locally available resources. This article presents two successfully applied approaches: Laser Powder Directed Energy Deposition (LP-DED) realized in microgravity on Earth for the first time using Ti-6Al-4V and substrate-free single layer powder bed fusion (PBF) under lunar gravity using LX-I50 regolith simulant. The Einstein-Elevator, a third-generation drop tower, is used to simulate the environmental conditions of space regarding gravity. The research results confirm the feasibility and open up new perspectives for space research, particularly concerning resource-efficient manufacturing technologies in future missions.
空间制造(ISM)需要材料效率高的工艺或本地可用资源的使用。本文介绍了两种成功应用的方法:利用Ti-6Al-4V首次在地球微重力条件下实现激光粉末定向能沉积(LP-DED)和利用LX-I50模拟表土在月球重力条件下实现无基体单层粉末床熔融(PBF)。“爱因斯坦电梯”是第三代落差塔,用于模拟太空重力环境条件。研究结果证实了可行性,并为空间研究开辟了新的前景,特别是关于未来任务中的资源高效制造技术。
{"title":"Laser powder directed energy deposition and substrate-free single layer powder bed fusion under micro- and lunar gravity conditions","authors":"Ludger Overmeyer (2) ,&nbsp;Marvin Raupert ,&nbsp;Matthias Pusch ,&nbsp;Tjorben Griemsmann ,&nbsp;André Katterfeld ,&nbsp;Christoph Lotz","doi":"10.1016/j.cirp.2025.03.031","DOIUrl":"10.1016/j.cirp.2025.03.031","url":null,"abstract":"<div><div>In-Space Manufacturing (ISM) needs material-efficient processes or the usage of locally available resources. This article presents two successfully applied approaches: Laser Powder Directed Energy Deposition (LP-DED) realized in microgravity on Earth for the first time using Ti-6Al-4V and substrate-free single layer powder bed fusion (PBF) under lunar gravity using LX-I50 regolith simulant. The Einstein-Elevator, a third-generation drop tower, is used to simulate the environmental conditions of space regarding gravity. The research results confirm the feasibility and open up new perspectives for space research, particularly concerning resource-efficient manufacturing technologies in future missions.</div></div>","PeriodicalId":55256,"journal":{"name":"Cirp Annals-Manufacturing Technology","volume":"74 1","pages":"Pages 297-301"},"PeriodicalIF":3.2,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144611902","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Hybrid modelling predicting forming behavior with variations in AlMgSi1 alloys 混合模型预测AlMgSi1合金的变形行为
IF 3.2 3区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2025-01-01 DOI: 10.1016/j.cirp.2025.03.005
Kristian Martinsen (3) , Thawin Hart-Rawung , Jon Holmestad , Johan Andreas Stendal , Sverre Gulbrandsen-Dahl , Ole Runar Myhr
This paper shows how hybrid modeling combining a physics-based Precipitation Model and a data-driven Gaussian Process Regression model can be used to predict flow stress curves of different variants of AlMgSi1 alloys. The approach can be a step towards a methodology to manage higher variability in input material, such as remelted contaminated post-consumer aluminum scrap. Data from laboratory compression tests of six different compositional variations of AlMgSi1 with different contents of Si, Cu, and Mg was used. The proposed hybrid model aligns well with experimental results both within the training data range and inputs beyond the training range.
本文展示了基于物理的沉淀模型和数据驱动的高斯过程回归模型相结合的混合模型如何用于预测AlMgSi1合金不同变体的流变应力曲线。这种方法可以成为一种方法,用于管理输入材料的较高可变性,例如消费后重新熔化的受污染的铝废料。数据来自实验室压缩试验的六种不同的组成变化的AlMgSi1与不同含量的Si, Cu和Mg。所提出的混合模型无论在训练数据范围内还是在训练数据范围外,都与实验结果吻合良好。
{"title":"Hybrid modelling predicting forming behavior with variations in AlMgSi1 alloys","authors":"Kristian Martinsen (3) ,&nbsp;Thawin Hart-Rawung ,&nbsp;Jon Holmestad ,&nbsp;Johan Andreas Stendal ,&nbsp;Sverre Gulbrandsen-Dahl ,&nbsp;Ole Runar Myhr","doi":"10.1016/j.cirp.2025.03.005","DOIUrl":"10.1016/j.cirp.2025.03.005","url":null,"abstract":"<div><div>This paper shows how hybrid modeling combining a physics-based Precipitation Model and a data-driven Gaussian Process Regression model can be used to predict flow stress curves of different variants of AlMgSi1 alloys. The approach can be a step towards a methodology to manage higher variability in input material, such as remelted contaminated post-consumer aluminum scrap. Data from laboratory compression tests of six different compositional variations of AlMgSi1 with different contents of Si, Cu, and Mg was used. The proposed hybrid model aligns well with experimental results both within the training data range and inputs beyond the training range.</div></div>","PeriodicalId":55256,"journal":{"name":"Cirp Annals-Manufacturing Technology","volume":"74 1","pages":"Pages 369-373"},"PeriodicalIF":3.2,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144611896","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Physics-based modelling and validation of dynamically varying thermal and mechanical residual stress fields in finish machining of aerospace alloys 航空航天合金精加工中动态变化热、机械残余应力场的物理建模与验证
IF 3.2 3区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2025-01-01 DOI: 10.1016/j.cirp.2025.04.078
Julius Schoop, I.S. Jawahir (1)
While the physics of chip formation have been widely studied, there remains a need for greater qualitative and quantitative understanding of the way thermal and mechanical loads, and particularly their dynamic variability across length and time scales affect both the magnitude and variability of machining-induced residual stress (MIRS). This paper leverages an advanced in-situ characterization technique along with a physics-based process model to accurately and quickly predict key MIRS variables for aerospace alloys Inconel 718 and Ti-6Al4V. Our analysis clearly shows opportunities for digitally enabled predictability of engineered surface integrity to evaluate the fatigue performance of aerospace alloys more effectively.
虽然切屑形成的物理学已经得到了广泛的研究,但仍然需要对热载荷和机械载荷的方式进行更多的定性和定量理解,特别是它们在长度和时间尺度上的动态变化对加工诱导残余应力(MIRS)的大小和可变性的影响。本文利用先进的原位表征技术以及基于物理的过程模型,准确快速地预测航空航天合金Inconel 718和Ti-6Al4V的关键MIRS变量。我们的分析清楚地表明,工程表面完整性的数字化可预测性可以更有效地评估航空航天合金的疲劳性能。
{"title":"Physics-based modelling and validation of dynamically varying thermal and mechanical residual stress fields in finish machining of aerospace alloys","authors":"Julius Schoop,&nbsp;I.S. Jawahir (1)","doi":"10.1016/j.cirp.2025.04.078","DOIUrl":"10.1016/j.cirp.2025.04.078","url":null,"abstract":"<div><div>While the physics of chip formation have been widely studied, there remains a need for greater qualitative and quantitative understanding of the way thermal and mechanical loads, and particularly their dynamic variability across length and time scales affect both the magnitude and variability of machining-induced residual stress (MIRS). This paper leverages an advanced in-situ characterization technique along with a physics-based process model to accurately and quickly predict key MIRS variables for aerospace alloys Inconel 718 and Ti-6Al4V. Our analysis clearly shows opportunities for digitally enabled predictability of engineered surface integrity to evaluate the fatigue performance of aerospace alloys more effectively.</div></div>","PeriodicalId":55256,"journal":{"name":"Cirp Annals-Manufacturing Technology","volume":"74 1","pages":"Pages 109-112"},"PeriodicalIF":3.2,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144611805","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
A novel approach to milling cutter temperature analysis with cutting fluid consideration 考虑切削液的铣刀温度分析新方法
IF 3.2 3区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2025-01-01 DOI: 10.1016/j.cirp.2025.04.020
Thomas Bergs (2) , Hui Liu
This study investigates heat transfer to the tool and the cooling efficiency of flood cooling under various cutting conditions using experiments and simulations. An experimental apparatus was developed to measure tool temperature during side milling with cutting fluid. Furthermore, a computationally efficient multiscale simulation method, combining engagement simulation and orthogonal cutting simulation, is introduced to predict process forces and heat transfer to the tool. The findings indicate that accurate orthogonal cutting models enable the multiscale simulation to predict cutting forces and heat transfer. The higher computation speed compared to chip-forming simulations makes the proposed method well-suited for industrial applications.
本研究采用实验和模拟的方法研究了不同切削条件下的刀具传热和冷却效率。研制了一种测量切削液侧铣削过程刀具温度的实验装置。此外,引入了一种计算效率高的多尺度模拟方法,结合啮合模拟和正交切削模拟,来预测加工力和刀具的传热。研究结果表明,精确的正交切削模型可以实现多尺度切削力和传热的预测。与芯片成形模拟相比,该方法具有较高的计算速度,适合于工业应用。
{"title":"A novel approach to milling cutter temperature analysis with cutting fluid consideration","authors":"Thomas Bergs (2) ,&nbsp;Hui Liu","doi":"10.1016/j.cirp.2025.04.020","DOIUrl":"10.1016/j.cirp.2025.04.020","url":null,"abstract":"<div><div>This study investigates heat transfer to the tool and the cooling efficiency of flood cooling under various cutting conditions using experiments and simulations. An experimental apparatus was developed to measure tool temperature during side milling with cutting fluid. Furthermore, a computationally efficient multiscale simulation method, combining engagement simulation and orthogonal cutting simulation, is introduced to predict process forces and heat transfer to the tool. The findings indicate that accurate orthogonal cutting models enable the multiscale simulation to predict cutting forces and heat transfer. The higher computation speed compared to chip-forming simulations makes the proposed method well-suited for industrial applications.</div></div>","PeriodicalId":55256,"journal":{"name":"Cirp Annals-Manufacturing Technology","volume":"74 1","pages":"Pages 119-122"},"PeriodicalIF":3.2,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144611807","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Improving cutting performance of nickel-based alloy by graphene modified diamond tools 石墨烯改性金刚石刀具提高镍基合金切削性能
IF 3.2 3区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2025-01-01 DOI: 10.1016/j.cirp.2025.04.034
Ni Chen, Huiwen Chen, Bo Yan, Zhiyuan Mao, Ahsan Imran, Guolong Zhao, Ning He
Inconel 718 is widely used in aerospace due to thermomechanical properties, but machining causes rapid tool wear. This study develops a covalent diamond-nanographite-graphene (CDGG) tool using nanosecond lasers and flywheel cleavage to convert sp³ diamond into sp² graphene, welds it onto a carbide handle, and sharpens cutting edges. The friction-wear tests and cutting experiments show that CDGG tool’s apparent friction coefficient is 49–59 % lower than diamond tool, rake face wear depth is 55–65 % lower than diamond tool, 75–85 % lower than ceramic tool. Graphene forms self-lubricating layers, minimizes wear, and enhances Inconel 718 machining efficiency and tool durability.
Inconel 718因其热机械性能广泛应用于航空航天领域,但加工过程中导致刀具快速磨损。本研究开发了一种共价金刚石-纳米石墨烯(CDGG)工具,使用纳秒激光和飞轮解理将sp³金刚石转化为sp²石墨烯,将其焊接到硬质合金手柄上,并使切削刃更加锋利。摩擦磨损试验和切削实验表明,CDGG刀具的表观摩擦系数比金刚石刀具低49 ~ 59%,前刀面磨损深度比金刚石刀具低55 ~ 65%,比陶瓷刀具低75 ~ 85%。石墨烯形成自润滑层,最大限度地减少磨损,提高Inconel 718的加工效率和刀具耐用性。
{"title":"Improving cutting performance of nickel-based alloy by graphene modified diamond tools","authors":"Ni Chen,&nbsp;Huiwen Chen,&nbsp;Bo Yan,&nbsp;Zhiyuan Mao,&nbsp;Ahsan Imran,&nbsp;Guolong Zhao,&nbsp;Ning He","doi":"10.1016/j.cirp.2025.04.034","DOIUrl":"10.1016/j.cirp.2025.04.034","url":null,"abstract":"<div><div>Inconel 718 is widely used in aerospace due to thermomechanical properties, but machining causes rapid tool wear. This study develops a covalent diamond-nanographite-graphene (CDGG) tool using nanosecond lasers and flywheel cleavage to convert sp³ diamond into sp² graphene, welds it onto a carbide handle, and sharpens cutting edges. The friction-wear tests and cutting experiments show that CDGG tool’s apparent friction coefficient is 49–59 % lower than diamond tool, rake face wear depth is 55–65 % lower than diamond tool, 75–85 % lower than ceramic tool. Graphene forms self-lubricating layers, minimizes wear, and enhances Inconel 718 machining efficiency and tool durability.</div></div>","PeriodicalId":55256,"journal":{"name":"Cirp Annals-Manufacturing Technology","volume":"74 1","pages":"Pages 145-149"},"PeriodicalIF":3.2,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144611826","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Customization and personalization of large language models for engineering design 用于工程设计的大型语言模型的定制和个性化
IF 3.2 3区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2025-01-01 DOI: 10.1016/j.cirp.2025.03.001
Zhoumingju Jiang , Ang Liu (2) , Dawen Zhang , Xiwei Xu , Yun Dai
Large language models (LLMs) are increasingly used in design and manufacturing, yet directly employing general-purpose LLMs for conceptual design often leads to unmanufacturable concepts. This paper aims to adapt general-purpose LLMs for design-specific tasks. A new framework is presented to customize a general-purpose LLM into a design-specific model based on design-relevant data and Retrieval-Augmented Generation (RAG). Another complementary framework is presented to personalize the design-specific LLM by integrating design reasoning with prompting techniques. A design experiment, using patent documents as the design-relevant data, demonstrates that customization and personalization can improve LLM effectiveness in conceptual design, especially by enhancing concept feasibility.
大型语言模型(llm)越来越多地用于设计和制造,然而直接使用通用llm进行概念设计通常会导致不可制造的概念。本文旨在使通用法学硕士适应特定于设计的任务。提出了一种基于设计相关数据和检索增强生成(RAG)的通用法学硕士定制为特定设计模型的新框架。另一个补充框架提出了个性化的设计特定的法学硕士通过集成设计推理与提示技术。一项以专利文献为设计相关数据的设计实验表明,定制化和个性化可以提高LLM在概念设计中的有效性,特别是通过增强概念可行性。
{"title":"Customization and personalization of large language models for engineering design","authors":"Zhoumingju Jiang ,&nbsp;Ang Liu (2) ,&nbsp;Dawen Zhang ,&nbsp;Xiwei Xu ,&nbsp;Yun Dai","doi":"10.1016/j.cirp.2025.03.001","DOIUrl":"10.1016/j.cirp.2025.03.001","url":null,"abstract":"<div><div>Large language models (LLMs) are increasingly used in design and manufacturing, yet directly employing general-purpose LLMs for conceptual design often leads to unmanufacturable concepts. This paper aims to adapt general-purpose LLMs for design-specific tasks. A new framework is presented to customize a general-purpose LLM into a design-specific model based on design-relevant data and Retrieval-Augmented Generation (RAG). Another complementary framework is presented to personalize the design-specific LLM by integrating design reasoning with prompting techniques. A design experiment, using patent documents as the design-relevant data, demonstrates that customization and personalization can improve LLM effectiveness in conceptual design, especially by enhancing concept feasibility.</div></div>","PeriodicalId":55256,"journal":{"name":"Cirp Annals-Manufacturing Technology","volume":"74 1","pages":"Pages 191-195"},"PeriodicalIF":3.2,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144611834","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Atomic-level flat polishing of polycrystalline diamond by combining plasma modification and chemical mechanical polishing 等离子体修饰与化学机械抛光相结合的聚晶金刚石原子级平面抛光
IF 3.2 3区 工程技术 Q2 ENGINEERING, INDUSTRIAL Pub Date : 2025-01-01 DOI: 10.1016/j.cirp.2025.03.024
Song Yuan , Chi Fai Cheung (1) , Alborz Shokrani (2) , Zejin Zhan , Chunjin Wang
This paper presents an atomic-level flat polishing method based on hydroxyl (•OH) oxidation combining plasma modification and chemical mechanical polishing (CMP) of polycrystalline diamond (PCD). The PCD surface was firstly modified using •OH generated by He-based H2O2 plasma leading to the formation of an approximately 30 nm thick uniform oxidation layer on the PCD surface composed of carbon-oxygen mixed layer and oxygen-rich layer. Reactive force field molecular dynamics (ReaxFF MD) simulations explained the plasma modification mechanism. The modified layer was then removed using CMP resulting in an atomic-level flat surface with arithmetical mean height (Sa) of 0.366 nm.
提出了一种基于羟基(•OH)氧化的聚晶金刚石(PCD)等离子体修饰和化学机械抛光(CMP)相结合的原子级平面抛光方法。首先利用he基H2O2等离子体生成的•OH修饰PCD表面,在PCD表面形成由碳氧混合层和富氧层组成的约30 nm厚的均匀氧化层。反应力场分子动力学(ReaxFF MD)模拟解释了等离子体修饰机理。然后使用CMP去除修饰层,得到算术平均高度(Sa)为0.366 nm的原子级平面。
{"title":"Atomic-level flat polishing of polycrystalline diamond by combining plasma modification and chemical mechanical polishing","authors":"Song Yuan ,&nbsp;Chi Fai Cheung (1) ,&nbsp;Alborz Shokrani (2) ,&nbsp;Zejin Zhan ,&nbsp;Chunjin Wang","doi":"10.1016/j.cirp.2025.03.024","DOIUrl":"10.1016/j.cirp.2025.03.024","url":null,"abstract":"<div><div>This paper presents an atomic-level flat polishing method based on hydroxyl (•OH) oxidation combining plasma modification and chemical mechanical polishing (CMP) of polycrystalline diamond (PCD). The PCD surface was firstly modified using •OH generated by He-based H<sub>2</sub>O<sub>2</sub> plasma leading to the formation of an approximately 30 nm thick uniform oxidation layer on the PCD surface composed of carbon-oxygen mixed layer and oxygen-rich layer. Reactive force field molecular dynamics (ReaxFF MD) simulations explained the plasma modification mechanism. The modified layer was then removed using CMP resulting in an atomic-level flat surface with arithmetical mean height (Sa) of 0.366 nm.</div></div>","PeriodicalId":55256,"journal":{"name":"Cirp Annals-Manufacturing Technology","volume":"74 1","pages":"Pages 441-445"},"PeriodicalIF":3.2,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144611554","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
期刊
Cirp Annals-Manufacturing Technology
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1