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Modeling and analysis of forces in laser-assisted micro-milling Inconel 718 under softening effects and size effects 软化效应和尺寸效应下激光辅助微铣削Inconel 718的受力建模与分析
IF 3.7 2区 工程技术 Q2 ENGINEERING, MANUFACTURING Pub Date : 2026-01-01 Epub Date: 2025-10-30 DOI: 10.1016/j.precisioneng.2025.10.024
Chen Cong , Xiaohong Lu , Ying Chen , Xiuqing Hao , Wentian Shi , Steven Y. Liang
Inconel 718 is a critical material in aerospace, energy, and power sectors for manufacturing micro-components because of its exceptional properties such as high-temperature strength, thermal stability, and resistance to thermal fatigue. It is also a typically difficult-to-machine material. Laser-assisted micro-milling (LAMM) is a potentially effective processing method for such materials. However, the elevated temperatures induced by the laser can alter the material properties within the cutting zone. Coupled with the size effects inherent to micro-milling, this gives rise to highly complex fluctuations in cutting forces that are difficult to characterize accurately. To this end, the traditional Johnson-Cook (JC) constitutive model is modified by comprehensively considering the thermal softening effects and size effects. A cutting force prediction model for LAMM is established based on the mechanical analysis of different deformation zones. Cutting experiments are conducted to verify the accuracy of the cutting force model. The model simulation shows that the maximum errors of the three-directional forces are 9.84 %, 7.12 %, and 11.2 % respectively. The proposed force prediction model provides robust theoretical support for subsequent tool wear monitoring and machining accuracy control in LAMM processes.
因科乃尔718具有优异的性能,如高温强度、热稳定性和抗热疲劳性能,是航空航天、能源和电力领域制造微型部件的关键材料。它也是一种典型的难以加工的材料。激光辅助微铣削(LAMM)是一种潜在的有效的加工方法。然而,激光引起的高温会改变切割区内的材料性能。再加上微铣削固有的尺寸效应,这导致了切削力高度复杂的波动,难以准确表征。为此,综合考虑热软化效应和尺寸效应,对传统的Johnson-Cook (JC)本构模型进行了修正。在对不同变形区进行力学分析的基础上,建立了LAMM的切削力预测模型。通过切削实验验证了切削力模型的准确性。模型仿真结果表明,三方向力的最大误差分别为9.84%、7.12%和11.2%。提出的力预测模型为后续的刀具磨损监测和加工精度控制提供了有力的理论支持。
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引用次数: 0
Prediction of subsurface crack depth during abrasive machining of brittle materials based on nanoindentation tests 基于纳米压痕试验的脆性材料磨料加工亚表面裂纹深度预测
IF 3.7 2区 工程技术 Q2 ENGINEERING, MANUFACTURING Pub Date : 2026-01-01 Epub Date: 2025-11-10 DOI: 10.1016/j.precisioneng.2025.11.012
Huapan Xiao , Shenxin Yin , Yilin Wu , Qingqing Huang , Sen Yin
Subsurface damages (SSDs) are inevitably produced during traditional abrasive machining processes of brittle materials. Such damages significantly impact the service performance and lifespan of these materials, which should be evaluated. This paper develops a method for predicting the subsurface crack depth based on nanoindentation tests. The method attempts to establish new relationships between the deformation zone depth and the median crack depth, with particular attention to the indenter shape, subsurface crack inclination, and material elastic recovery. To validate the method, diamond wire sawing experiments are conducted on a single-crystal silicon ingot, and then the subsurface morphologies and indentation behavior of the silicon wafers are analyzed. The result shows that the subsurface median cracks exhibit a certain inclination angle, ranging from 10.3° to 19.3°. There is a turning point or position for the elastic recovery, nominal contact modulus, and hardness versus the maximum indentation load curve. The experimental values of SSD depth fall within the range of theoretical ones. The relative error between the theoretical and experimental values of SSD depth is minimized when utilizing some newly established relationships in contrast to prior relationships. The theoretical values of SSD depth for the conical indenter, considering crack inclination and elastic recovery, align more closely with the experimental values. Using prior relationships, the minimum relative errors are 18.5 % (conical indenter) and 20.7 % (pyramidal indenter). With the newly established relationships, these errors reduce to 16.6 % and 18.8 %, respectively. This research presents a novel method for evaluating SSDs in abrasive-machined brittle materials.
传统的脆性材料磨料加工过程中不可避免地会产生亚表面损伤。这种损坏严重影响了这些材料的使用性能和寿命,应该对其进行评估。本文提出了一种基于纳米压痕试验的地下裂纹深度预测方法。该方法试图建立变形区深度与中间裂纹深度之间的新关系,特别注意压头形状、地下裂纹倾角和材料弹性恢复。为了验证该方法的有效性,在单晶硅锭上进行了金刚石线锯实验,并分析了硅片的亚表面形貌和压痕行为。结果表明:地下中间裂纹具有一定的倾角,范围为10.3°~ 19.3°;弹性恢复、标称接触模量和硬度相对于最大压痕载荷曲线有一个转折点或位置。SSD深度的实验值在理论范围内。利用一些新建立的关系与已有的关系相比较,可以使SSD深度的理论值与实验值之间的相对误差最小化。考虑裂纹倾角和弹性恢复的锥形压头的SSD深度理论值与实验值更为接近。利用先验关系,最小相对误差为18.5%(圆锥压头)和20.7%(锥体压头)。在新建立的关系下,这些误差分别降低到16.6%和18.8%。本研究提出了一种评估磨料加工脆性材料中固态硬盘性能的新方法。
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引用次数: 0
Translation-rotation positioning stage-assisted tool servo diamond turning of high-homogeneity curved microlens arrays 高均匀性曲面微透镜阵列的平移-旋转定位平台辅助刀具伺服金刚石车削
IF 3.7 2区 工程技术 Q2 ENGINEERING, MANUFACTURING Pub Date : 2026-01-01 Epub Date: 2025-11-08 DOI: 10.1016/j.precisioneng.2025.11.007
Hao Wu, ZeLong Jia, ZhiYue Wang, MingJun Ren, XinQuan Zhang, LiMin Zhu
Tool servo diamond turning is a promising technique for machining complex-shaped optics, but its application to curved microlens arrays (MLAs) encounters significant challenges, particularly in achieving homogeneous surface quality. These challenges stem from the conflict between the single spiral tool path, based on a polar coordinate system, and the periodic structural features of the curved MLAs. To address these challenges, this paper proposes a novel ultra-precision cutting process: the translation-rotation positioning stage (TRPS)-assisted tool servo diamond turning process. This process integrates an auxiliary TRPS onto the rotary axis of the ultra-precision machine tool, creating a machining system controlled by a master-slave coordinated strategy. The TRPS assists in repositioning the center of each microlens unit to the rotational center of the machine tool's rotary axis before each cut, ensuring that each lens is machined with an individual true spiral tool path. A calibration strategy is proposed to define the positional relationship between the TRPS and the machine tool, and a tool path generation algorithm is developed to precisely guide the diamond turning tool during material removal. Experimental validation on a commercial ultra-precision lathe equipped with a self-developed TRPS confirms the effectiveness of the proposed process in achieving high-precision and high-homogeneity MLAs on curved substrates. These results highlight the significant potential of the TRPS-assisted approach for industrial applications.
刀具伺服金刚石车削是加工复杂形状光学器件的一种很有前途的技术,但其在曲面微透镜阵列(mla)上的应用面临着重大挑战,特别是在实现均匀表面质量方面。这些挑战源于基于极坐标系统的单螺旋刀具轨迹与曲线mla的周期性结构特征之间的冲突。为了解决这些问题,本文提出了一种新的超精密切削工艺:平移-旋转定位阶段(TRPS)辅助刀具伺服金刚石车削工艺。该工艺将辅助TRPS集成到超精密机床的旋转轴上,形成一个主从协调策略控制的加工系统。TRPS有助于在每次切割前将每个微透镜单元的中心重新定位到机床旋转轴的旋转中心,确保每个透镜都被加工成单独的真正的螺旋刀具轨迹。提出了一种标定策略来定义TRPS与机床之间的位置关系,并开发了一种刀具轨迹生成算法来精确地引导金刚石车刀在材料去除过程中。在配有自主研发的TRPS的商用超精密车床上进行了实验验证,验证了该工艺在曲面基底上实现高精度、高均匀性MLAs的有效性。这些结果突出了trps辅助方法在工业应用中的巨大潜力。
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引用次数: 0
Modeling and experimental research on the front edge chipping characteristics of dicing monocrystalline silicon with ultra-thin diamond dicing blades 超薄金刚石切片切割单晶硅前缘切屑特性的建模与实验研究
IF 3.7 2区 工程技术 Q2 ENGINEERING, MANUFACTURING Pub Date : 2026-01-01 Epub Date: 2025-09-21 DOI: 10.1016/j.precisioneng.2025.09.014
Jiao Lin, Jingyu Li, Dingxin Li, Chuang Zhang, Jun Cheng
Monocrystalline silicon is crucial for manufacturing integrated circuits in modern electronics. Dicing is a key semiconductor fabrication step that improves production efficiency, reduces material waste, and ensures chip conformity. Ultra-thin diamond dicing blades are preferred for dicing monocrystalline silicon wafers due to their exceptional precision and efficiency in producing high-quality chips with minimal material waste and damage. However, the material removal mechanism during the dicing of hard and brittle semiconductor materials remains unclear. This study presents a comprehensive front edge chipping (FEC) model to predict the motion trajectory of diamond abrasive grains, grinding force, crack length, and chipping width during monocrystalline silicon dicing. The models reveal that dicing parameters affect chipping quality by altering the grinding force of diamond grains and lateral crack propagation, thus changing the chipping width. To verify these models, ultra-micro-scale dicing experiments were conducted using self-developed ultra-thin diamond blades. The experimental results are analyzed to derive empirical formulas and variation laws of chipping width with respect to process parameters. This study shows the key role of dicing parameters in surface quality and offers a foundation for optimizing dicing quality. It addresses chipping width control challenges, meeting modern semiconductor manufacturing requirements for precision, efficiency, and quality. The findings deepen the understanding of material behavior during dicing hard and brittle materials, benefiting the advancement of ultra-micro-scale monocrystalline silicon dicing. They provide a foundation for future work in this field.
在现代电子学中,单晶硅是制造集成电路的关键材料。切割是半导体制造的关键步骤,可以提高生产效率,减少材料浪费,并确保芯片的一致性。超薄金刚石切割刀片是单晶硅片切割的首选,因为它们在生产高质量芯片时具有卓越的精度和效率,并且材料浪费和损坏最少。然而,在硬脆半导体材料的切割过程中,材料的去除机制尚不清楚。提出了一种综合的前沿切屑(FEC)模型,用于预测单晶硅切割过程中金刚石磨粒的运动轨迹、磨削力、裂纹长度和切屑宽度。模型表明,切削参数通过改变金刚石颗粒的磨削力和横向裂纹扩展来影响切削质量,从而改变切削宽度。为了验证这些模型,利用自主研发的超薄金刚石刀片进行了超微尺度切割实验。对实验结果进行了分析,得出了切屑宽度随工艺参数的经验公式和变化规律。研究结果表明,切丁参数对表面质量的影响至关重要,为优化切丁质量提供了依据。它解决了芯片宽度控制的挑战,满足了现代半导体制造对精度、效率和质量的要求。研究结果加深了对硬脆材料切割过程中材料行为的理解,有利于推进超微尺度单晶硅切割技术的发展。它们为这一领域今后的工作奠定了基础。
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引用次数: 0
Assembly deviation modelling for a swing roller movable teeth reducer considering machining precision based on Jacobi-Torsor model 基于Jacobi-Torsor模型的考虑加工精度的摆动滚子动齿减速器装配偏差建模
IF 3.7 2区 工程技术 Q2 ENGINEERING, MANUFACTURING Pub Date : 2026-01-01 Epub Date: 2025-10-11 DOI: 10.1016/j.precisioneng.2025.10.002
Yali Yi , Meiyu Chen , Ran Cao , Rui Wei , Herong Jin
Due to the integration of deceleration and output mechanism, the swing roller movable teeth reducer has a more compact structure. However, the assembly joint surface of the reducer is more complex, and the assembly chains are coupled in series and parallel, which lead to difficulties in modelling assembly deviations. To address this issue, this paper focuses on modelling of assembly deviation for the reducer transmission system. Firstly, the composition of reducer is clarified by meta-action analysis. The small displacement torsor is introduced to analyze the constraint attributes of the degree of freedom of components and assembly joint surface. Secondly, the propagation path and error components of assembly deviation are investigated to establish an assembly deviation propagation model for the reducer. Thirdly, the key influence tolerance terms of assembly deviations are identified by combining the theoretical calculations and simulation analysis. Finally, based on the contribution rate of assembly deviation analysis, a hierarchical adjustment strategy for machining accuracy targeting key tolerance terms is proposed. The results show that the proposed adjustment strategy can reduce assembly deviation and processing cost simultaneously for the reducer.
由于减速机构与输出机构一体化,摆辊动齿减速器结构更加紧凑。然而,减速器的装配结合面较为复杂,且装配链采用串并联耦合方式,导致装配偏差建模困难。为了解决这一问题,本文重点研究了减速机传动系统装配偏差的建模问题。首先,通过元作用分析明确了减速器的组成。引入小位移变形量,分析了零件和装配结合面的自由度约束属性。其次,研究了装配偏差的传播路径和误差分量,建立了减速器的装配偏差传播模型;第三,通过理论计算和仿真分析相结合,确定了装配偏差的关键影响公差项。最后,基于装配偏差分析的贡献率,提出了针对关键公差项的加工精度分层调整策略。结果表明,所提出的调整策略可以同时降低减速器的装配偏差和加工成本。
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引用次数: 0
Pseudo-random and dynamic selective trajectories generation for mid-spatial frequency error rapid convergence 中频误差快速收敛的伪随机和动态选择轨迹生成
IF 3.7 2区 工程技术 Q2 ENGINEERING, MANUFACTURING Pub Date : 2026-01-01 Epub Date: 2025-10-15 DOI: 10.1016/j.precisioneng.2025.10.015
Linqiang Gong , Longxiang Li , Lei Zhang , Bowen Zhang , Dongyue Zheng , Nianju Li
Due to the limitations of traditional polishing methods in suppressing mid-spatial frequency (MSF) errors, this study proposes an integrated solution combining pseudo-random trajectory with selective dynamic coverage complex trajectory optimization based on MSF error spatial distribution characteristics. A high-degree-of-freedom pseudo-random trajectory generation strategy is developed, utilizing uniformly distributed initial MSF stripe spacing value as input data to generate path retrieval points with optimized spatial distribution. This process ultimately produces high-degree-of-freedom pseudo-random trajectories featuring non-periodic path characteristics, thereby eliminating the inherent repetitiveness of conventional polishing trajectories. The proposed pseudo-random trajectory achieves MSF error rapid convergence while suppressing additional MSF components induced by path periodicity. For addressing inconsistent residual MSF error distribution after pseudo-random trajectory polishing, a dynamic complex trajectory generation method based on error pixel data analysis is established. Based on the spatial distribution characteristics of MSF errors, this method leverages the adaptive capability of trajectories to perform targeted corrections on different error regions. Thereby, it effectively enhances the convergence efficiency and distribution uniformity of residual MSF errors, and ultimately improves the convergence limit of MSF errors. Experimental results demonstrate that the synergistic integration of pseudo-random trajectory and selective dynamic complex trajectory optimization significantly enhances MSF error convergence efficiency without compromising existing surface form accuracy.
针对传统抛光方法在抑制中空频误差方面的局限性,提出了一种基于中空频误差空间分布特征的伪随机轨迹与选择性动态覆盖复合轨迹优化相结合的综合解决方案。提出了一种高自由度伪随机轨迹生成策略,利用均匀分布的初始MSF条间距值作为输入数据,生成空间分布优化的路径检索点。该过程最终产生具有非周期轨迹特征的高自由度伪随机轨迹,从而消除了传统抛光轨迹固有的重复性。伪随机轨迹在抑制路径周期性引起的附加MSF分量的同时,实现了MSF误差的快速收敛。针对伪随机轨迹抛光后残余MSF误差分布不一致的问题,提出了一种基于误差像元数据分析的动态复杂轨迹生成方法。该方法基于MSF误差的空间分布特征,利用轨迹的自适应能力对不同误差区域进行有针对性的校正。从而有效地提高了剩余MSF误差的收敛效率和分布均匀性,最终提高了MSF误差的收敛极限。实验结果表明,在不影响现有曲面形状精度的前提下,伪随机轨迹和选择性动态复杂轨迹优化的协同集成显著提高了MSF误差收敛效率。
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引用次数: 0
Modular system of additive manufacturing benchmarking artefacts for XCT inspection using a design-for-metrology approach 使用设计计量方法的增材制造基准工件XCT检查的模块化系统
IF 3.7 2区 工程技术 Q2 ENGINEERING, MANUFACTURING Pub Date : 2026-01-01 Epub Date: 2025-10-21 DOI: 10.1016/j.precisioneng.2025.10.012
Darragh A. Broadbent , David M. Gorman , Wenhan Zeng , Shan Lou
Additive Manufacturing (AM) offers freedom in both design and materials selection. Safety critical industries, such as aerospace and healthcare, stand to benefit from the unique capabilities offered by AM. However, adoption of AM is hindered by the unique and complex inspection and quality assurance requirements that conventional line-of-sight techniques struggle to fulfil. X-ray computed tomography (XCT) is a non-destructive, non-line-of-sight, volumetric imaging technique, which has gained traction as a viable inspection method over the last two decades and shows promise as a next generation dimensional metrology tool for AM. This paper details the development of a system of modular artefacts which provide a reconfigurable toolkit to address a variety of AM metrology challenges. The toolkit consists of AM test, and XCT data validation modules. The test modules are engineered to assess the ability of an AM system to produce challenging geometries. Additionally, several XCT data validation modules are introduced, which are intended to reduce measurement uncertainty by providing a consistent repeatably measured ground truth in the form of features of known size and shape in each dataset. The AM test modules are parameterised based on AM process and XCT scanning parameters, enabling the modules to be adapted for specific requirements.
增材制造(AM)提供了设计和材料选择的自由。航空航天和医疗保健等安全关键行业将受益于AM提供的独特功能。然而,AM的采用受到传统视线技术难以满足的独特而复杂的检查和质量保证要求的阻碍。x射线计算机断层扫描(XCT)是一种非破坏性、非视距、体积成像技术,在过去二十年中作为一种可行的检测方法获得了广泛的关注,并有望成为增材制造的下一代尺寸测量工具。本文详细介绍了模块化工件系统的开发,该系统提供了一个可重新配置的工具包,以解决各种AM计量挑战。该工具包由AM测试和XCT数据验证模块组成。测试模块旨在评估增材制造系统产生具有挑战性几何形状的能力。此外,介绍了几个XCT数据验证模块,旨在通过在每个数据集中以已知大小和形状的特征形式提供一致的可重复测量的地面真值来减少测量不确定性。AM测试模块基于AM过程和XCT扫描参数进行参数化,使模块能够适应特定要求。
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引用次数: 0
Experimental research on the performance of micro-textured CVD diamond-coated abrasive tools in longitudinal-torsional ultrasonic grinding of die steel 微织构CVD金刚石涂层磨具在模型钢纵扭超声磨削中的性能试验研究
IF 3.7 2区 工程技术 Q2 ENGINEERING, MANUFACTURING Pub Date : 2026-01-01 Epub Date: 2025-09-03 DOI: 10.1016/j.precisioneng.2025.09.001
Zhiqiang Zhang, Daohui Xiang, Chaosheng Song, Jun Zhang, Shuaikun Yang, Junjin Ma, Guofu Gao
Precision grinding employs the micro-cutting action of abrasive micro-edges to achieve high accuracy and low roughness in machined surfaces. However, the extremely high hardness and wear resistance of diamond abrasive grains present a significant challenge in generating micro-cutting edges on the surface through grinding wheel dressing. Therefore, diamond abrasive tools with micro-edges were prepared by the hot filament chemical vapor deposition (HFCVD) method in this paper. Firstly, the cemented carbide was pretreated, that is, Square and concentric circles micro-textures were prepared on the surface of the cemented carbide by laser technology. Secondly, the concentric circle groove micro-texture boron-doped micro-nano (CCGMT-BDMN) and square groove micro-textured boron-doped micro-nano (SGMT-BDMN) diamond abrasive tools were prepared by HFCVD. The surface morphology, quality and adhesion strength of the textured diamond films were characterized by scanning electron microscopy (SEM), Raman spectroscopy and Rockwell hardness tester. Results indicate incomplete filling of the groove textures with diamond particles, leading to sloping sidewalls at the texture edges. The coating exhibited significant residual stress, which diminished away from the texture edge. Micro-texturing with square grooves enhanced outer edge diamond quality and bond strength, resulting in superior adhesion of SGMT-BDMN abrasive tools. Longitudinal-torsional ultrasonic vibration-assisted grinding (LTUVAG) was evaluated to mitigate diffusion wear between diamond and die steel. Compared to conventional grinding (CG), LTUVAG achieves circumferential intermittent cutting, which reduces grinding forces, suppresses carbon atom diffusion wear on the abrasive tool surface, significantly minimizes adhesive wear, and extends the service life of diamond abrasive tools. Furthermore, the impact of various processing parameters on surface quality was examined. Within specific ranges, enhancing ultrasonic amplitude and grinding speed, while reducing feed speed, positively influences surface quality improvement.
精密磨削是利用磨料微刃的微切削作用来实现加工表面的高精度和低粗糙度。然而,金刚石磨料颗粒极高的硬度和耐磨性给通过砂轮修整在表面产生微切削刃带来了很大的挑战。因此,本文采用热丝化学气相沉积(HFCVD)方法制备了具有微边缘的金刚石磨具。首先对硬质合金进行预处理,即利用激光技术在硬质合金表面制备方形和同心圆微织构;其次,采用HFCVD法制备了同心圆槽微织构掺硼微纳(CCGMT-BDMN)和方槽微织构掺硼微纳(SGMT-BDMN)金刚石磨具。采用扫描电镜(SEM)、拉曼光谱(Raman spectroscopy)和洛氏硬度计(Rockwell hardness tester)对织构金刚石膜的表面形貌、质量和粘附强度进行了表征。结果表明,金刚石颗粒未完全填充凹槽纹理,导致纹理边缘侧壁倾斜。涂层表现出明显的残余应力,残余应力在织构边缘处逐渐减小。方形凹槽的微织化提高了外缘金刚石质量和结合强度,使SGMT-BDMN磨具具有优异的附着力。研究了超声纵扭振动辅助磨削(LTUVAG)对金刚石与模型钢扩散磨损的影响。与传统磨削(CG)相比,LTUVAG实现了周向间歇切削,减小了磨削力,抑制了磨具表面碳原子扩散磨损,显著降低了粘着磨损,延长了金刚石磨具的使用寿命。研究了各种工艺参数对表面质量的影响。在一定范围内,提高超声振幅和磨削速度,降低进给速度,对表面质量的改善有积极的影响。
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引用次数: 0
Data-driven optimization of the quality and efficiency of silica glass microchannels in femtosecond laser processing via Gaussian process regression 基于高斯过程回归的飞秒激光加工中二氧化硅微通道质量和效率的数据驱动优化
IF 3.7 2区 工程技术 Q2 ENGINEERING, MANUFACTURING Pub Date : 2026-01-01 Epub Date: 2025-11-01 DOI: 10.1016/j.precisioneng.2025.11.002
Kai Liao , Wenjun Wang , Wenwen Tian , Chunjin Wang , Chi Fai Cheung
Silica glass, renowned for its exceptional physical, chemical, and biocompatible properties, serves as a critical substrate for microfluidic devices. However, its inherent hardness and brittleness present significant challenges for achieving precise and efficient fabrication. Although femtosecond lasers offer remarkable advantages in precision machining, achieving simultaneous enhancements in machining quality and processing efficiency remains a complex challenge. This study introduces a data-driven framework that integrates a Gaussian Process Regression (GPR) model with an improved Non-dominated Sorting Genetic Algorithm II (NSGA-II) for the multi-objective optimization of femtosecond laser-based microchannel fabrication. The GPR model systematically captures the relationships between processing parameters, surface roughness (Sa), and material removal rate (MRR), effectively addressing nonlinear interactions during multi-pass scanning. The enhanced NSGA-II algorithm incorporates adaptive parameter adjustments and improved population diversity to robustly explore the solution space, enabling the identification of optimal trade-offs between surface quality and processing efficiency. Experimental validation of the optimization results reveals strong agreement between predicted and actual outcomes, demonstrating the framework's effectiveness in simultaneously minimizing surface roughness and maximizing material removal rate. This work underscores the potential of combining GPR and NSGA-II to optimize femtosecond laser micromachining, offering a robust methodology to significantly improve both the quality and efficiency of microfabrication processes.
二氧化硅玻璃以其卓越的物理、化学和生物相容性而闻名,是微流体器件的关键基板。然而,其固有的硬度和脆性对实现精确和高效的制造提出了重大挑战。虽然飞秒激光在精密加工中具有显著的优势,但同时提高加工质量和加工效率仍然是一个复杂的挑战。本研究引入了一个数据驱动的框架,该框架集成了高斯过程回归(GPR)模型和改进的非支配排序遗传算法II (NSGA-II),用于飞秒激光微通道制造的多目标优化。GPR模型系统地捕获了加工参数、表面粗糙度(Sa)和材料去除率(MRR)之间的关系,有效地解决了多道扫描过程中的非线性相互作用。改进的NSGA-II算法结合自适应参数调整和改进的种群多样性,对解空间进行鲁棒性探索,实现了表面质量和加工效率之间的最优权衡。优化结果的实验验证表明,预测结果与实际结果非常吻合,证明了该框架在同时最小化表面粗糙度和最大化材料去除率方面的有效性。这项工作强调了结合GPR和NSGA-II优化飞秒激光微加工的潜力,为显著提高微加工工艺的质量和效率提供了一种强大的方法。
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引用次数: 0
Development of micro-nibbling method based on dieless punching 基于无模冲孔的微蚕食方法的发展
IF 3.7 2区 工程技术 Q2 ENGINEERING, MANUFACTURING Pub Date : 2026-01-01 Epub Date: 2025-11-12 DOI: 10.1016/j.precisioneng.2025.11.010
Kai Egashira, Taiki Mizutani
The nibbling process is a method used to cut arbitrary features from thin sheets by continuously piercing partially overlapping holes to form slits. While laser processing is currently the dominant method for such cutting, nibbling offers several advantages, including lower operational costs and the absence of thermal effects on the workpiece. In microfabrication, laser processing has inherent limitations that present both technical and financial challenges. Therefore, this study developed a micro-nibbling method for fabricating microfeatures using a dieless punching technique, where the workpiece is supported from underneath by a backing material, eliminating the need for a die and die set assembly and enabling the practical use of micropunches. A punching device specifically designed for micropunches, fabricated from cemented tungsten carbide using electrical discharge machining, was employed with stainless steel sheets as the workpiece. Initial experiments used a 20 μm-diameter punch on a 5 μm-thick sheet, varying the punch feed pitch from 5 to 15 μm, and successfully produced slits at all pitches, demonstrating the feasibility of the method. Subsequently, punches with diameters below 10 μm were used on 3 μm-thick sheets with feed pitches ranging from 3 to 8 μm. Additionally, slit-and-space patterns were produced using a 5 μm-diameter punch on 2 μm-thick sheets, yielding slits approximately 5 μm wide with comparable spacing. Rotating the punch at 1000 min−1 significantly reduced the punch load compared with non-rotating punches. Finally, the fabrication of cut-out pieces, including a 120 μm square and a 300 μm-radius sector on 5 μm-thick sheets, demonstrated the versatility and applicability of the proposed micro-nibbling method.
蚕食工艺是一种通过连续地穿透部分重叠的孔以形成狭缝来从薄板上切割任意特征的方法。虽然激光加工目前是这种切割的主要方法,但蚕食有几个优点,包括较低的操作成本和对工件没有热效应。在微加工中,激光加工具有固有的局限性,这在技术和财务上都是一个挑战。因此,本研究开发了一种使用无模冲孔技术制造微特征的微蚕食方法,其中工件由衬底材料从下方支撑,消除了对模具和模具组合的需要,并使微冲孔的实际使用成为可能。以不锈钢片为加工对象,采用电火花加工技术制备了一种专门用于微冲孔的硬质合金冲孔装置。初始实验采用直径为20 μm的冲床在5 μm厚的板料上,改变冲床进给间距为5 ~ 15 μm,并成功地在所有间距上产生狭缝,证明了该方法的可行性。随后,将直径小于10 μm的冲头用于3 μm厚的板材,进料间距为3 ~ 8 μm。此外,在厚度为2 μm的薄片上使用直径为5 μm的冲孔,可产生宽度约为5 μm的狭缝。与非旋转冲床相比,以1000分钟−1旋转冲床显着降低了冲床负载。最后,在5 μm厚的薄片上制备了120 μm正方形和300 μm半径扇形的切割片,验证了该方法的通用性和适用性。
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Precision Engineering-Journal of the International Societies for Precision Engineering and Nanotechnology
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