目的 满足多晶碳化硅的高精度加工需求,重点探讨纳米磨削中晶界特性和磨粒结构对材料去除行为、损伤机制的影响。方法 采用分子动力学模拟纳米磨削过程,通过Voronoi法构建具有晶粒尺寸和晶界位置可控的结构化多晶模型,定量分析晶界效应;同时,设置不同磨粒前角进行对比仿真。重点分析纳米磨削过程中的磨削力、磨削温度、应力分布、表面形貌及亚表面损伤。结果 多晶碳化硅的平均磨削力低于单晶碳化硅,但在晶界附近容易出现应力集中和局部高温现象。当晶粒尺寸较小时,多晶碳化硅呈现反Hall-Petch效应,材料软化促进去除率提高,但晶粒变形不均会形成晶界台阶,导致表面质量下降。随着磨粒前角的增大,材料去除率上升,磨削力及其波动幅度减小,加工过程更加稳定,表面粗糙度降低。结论 在多晶碳化硅纳米加工过程中,晶粒细化在提升材料去除效率的同时,会因晶界台阶效应而降低表面质量。此外,适当增大磨粒前角,可以有效提高材料去除率和表面质量。
Abstract
Silicon carbide (SiC) is widely used in high-performance fields such as aerospace, automotive, and optoelectronics due to its superior mechanical properties and optical characteristics. However, achieving high-quality surfaces through nanogrinding remains challenging due to the material's inherent hardness and the complex interactions between the grinding grit and the workpiece. To meet the high-precision machining demands of SiC in advanced manufacturing, this study investigates the effects of grain boundary characteristics and grit geometry on the material removal behavior and damage mechanisms during the nanogrinding of polycrystalline SiC.
With focuses on analyzing grinding forces, grinding temperatures, stress distributions, surface topography, and subsurface damage to elucidate the mechanisms of material removal and damage during the nanogrinding of polycrystalline SiC, molecular dynamics simulations were conducted to model the nanogrinding process of SiC, revealing the material removal behavior at the atomic level under various grinding conditions. Workpiece models with different grain numbers and grain boundary densities were constructed according to the Voronoi method to examine the influence of microstructures on grinding outcomes. Simulations were conducted with different grit rake angles (-30°, -15°, 0°, 15°, 30°) to study the material removal mechanisms and damage behaviors. The workpiece model was divided into Newtonian, thermostatic, and boundary layers, at an initial workpiece temperature of 300 K, to simulate the thermodynamic conditions of actual machining; the grit was set as a rigid body, at a grinding speed of 100 m/s and a grinding depth of 2 nm.
The results showed that the average grinding force for polycrystalline SiC was lower than that for monocrystalline SiC. However, grain boundaries in polycrystalline SiC impeded dislocation motion and increased thermal resistance, leading to heat accumulation and elevated local stresses, which highlighted the significant role of grain boundaries in influencing mechanical and thermal behaviors during the grinding process. When grain size was reduced, an inverse Hall-Petch effect was triggered, softening the material and increasing the removal rate. However, anisotropic deformation of adjacent grains led to step formation at grain boundaries, degrading surface quality. Surface quality was significantly affected by grain boundary density and grain size. This suggested that while grain refinement could enhance material removal efficiency, it might also pose challenges in achieving high surface quality. Increasing the grit rake angle enhanced the material removal rate, reduced the grinding force and its fluctuation amplitude, improved surface roughness, and mitigated subsurface damage. These improvements were attributed to the reduced compressive action of the grit on the workpiece, which facilitated chip removal and heat dissipation, reducing heat accumulation in the cutting zone, thereby promoting a more efficient cutting process. These effects were critical for understanding overall grinding performance and the formation of grinding surface defects.
The findings of this study reveal the significant impact of grain boundary characteristics and grit geometry on the nanogrinding process of polycrystalline SiC. Selecting appropriate grit rake angles and machining paths can help improve machining efficiency and surface quality in advanced manufacturing applications. This study provides new insights and directions for further exploring high-performance machining technologies for SiC materials, developing new grit materials, and optimizing grinding processes.
关键词
分子动力学 /
多晶碳化硅 /
磨粒几何形状 /
亚表面损伤 /
晶界 /
表面质量
Key words
molecular dynamics /
polycrystalline SiC /
grit geometry /
subsurface damage /
grain boundaries /
surface quality
{{custom_sec.title}}
{{custom_sec.title}}
{{custom_sec.content}}
参考文献
[1] KONDO S, SEKI K, MAEDA Y, et al.Contribution of Dangling-Bonds to Polycrystalline SiC Corrosion[J]. Scripta Materialia, 2020, 188: 6-9.
[2] YU D L, ZHANG H L, YI J Q, et al.Dislocation Analysis of 3C-SiC Nanoindentation with Different Crystal Plane Groups Based on Molecular Dynamics Simulation[J]. Journal of Nanomaterials, 2021, 2021(1): 2183326.
[3] LIN W Q, HU Z W, CHEN Y, et al.Comparison of Vibration-Assisted Scratch Characteristics of SiC Polytypes (3C-, 4H- and 6H-SiC)[J]. Micromachines, 2022, 13(4): 640.
[4] CHUNG W J, PARK Y J, CHOI C, et al.Effects of Manufacturing Errors of Gear Macro-Geometry on Gear Performance[J]. Scientific Reports, 2023, 13: 50.
[5] MENG B B, YUAN D D, XU S L.Study on Strain Rate and Heat Effect on the Removal Mechanism of SiC during Nano-Scratching Process by Molecular Dynamics Simulation[J]. International Journal of Mechanical Sciences, 2019, 151: 724-732.
[6] PAUL S, MOMENI K, LEVITAS V I.Shear-Induced Diamondization of Multilayer Graphene Structures: A Computational Study[J]. Carbon, 2020, 167: 140-147.
[7] MISHRA M, TANGPATJAROEN C, SZLUFARSKA I.Plasticity-Controlled Friction and Wear in Nanocrystalline SiC[J]. Journal of the American Ceramic Society, 2014, 97(4): 1194-1201.
[8] LIU Y, LI B Z, KONG L F.A Molecular Dynamics Investigation into Nanoscale Scratching Mechanism of Polycrystalline Silicon Carbide[J]. Computational Materials Science, 2018, 148: 76-86.
[9] WANG Z F, SUN T, ZHANG H J, et al.The Interaction between Grain Boundary and Tool Geometry in Nanocutting of a Bi-Crystal Copper[J]. International Journal of Extreme Manufacturing, 2019, 1(4): 045001.
[10] ZHAO L, HU W J, ZHANG Q, et al.Atomistic Origin of Brittle-to-Ductile Transition Behavior of Polycrystalline 3C-SiC in Diamond Cutting[J]. Ceramics International, 2021, 47(17): 23895-23904.
[11] ZHANG J J, GENG L, YAN Y D, et al.Effect of Tool Geometry in Nanometric Cutting of Nanotwinned Cu: A Molecular Dynamics Study[J]. International Journal of Nanomanufacturing, 2015, 11(3/4): 138.
[12] DAI H F, CHEN G Y, FANG Q H, et al.The Effect of Tool Geometry on Subsurface Damage and Material Removal in Nanometric Cutting Single-Crystal Silicon by a Molecular Dynamics Simulation[J]. Applied Physics A, 2016, 122(9): 804.
[13] WANG Y C, SHI J, JI C H.A Numerical Study of Residual Stress Induced in Machined Silicon Surfaces by Molecular Dynamics Simulation[J]. Applied Physics A, 2014, 115(4): 1263-1279.
[14] HE Y, GAO Z K, TANG M L, et al.Study on the Atomic Removal Behavior and Damage Formation Mechanism of Nano Cutting Copper-Nickel Alloy with Diamond Tool[J]. Modelling and Simulation in Materials Science and Engineering, 2024, 32(3): 035011.
[15] GUO W, YU Q Y, WANG G Y, et al.Effect of Grain Size on Nanometric Cutting of Polycrystalline Silicon via Molecular Dynamics Simulation[J]. Micromachines, 2024, 15(6): 767.
[16] PLIMPTON S.Fast Parallel Algorithms for Short-Range Molecular Dynamics[J]. Journal of Computational Physics, 1995, 117(1): 1-19.
[17] TIAN Z G, CHEN X, XU X P.Molecular Dynamics Simulation of the Material Removal in the Scratching of 4H-SiC and 6H-SiC Substrates[J]. International Journal of Extreme Manufacturing, 2020, 2(4): 045104.
[18] ERHART P, ALBE K.Analytical Potential for Atomistic Simulations of Silicon, Carbon, and Silicon Carbide[J]. Physical Review B, 2005, 71(3): 035211.
[19] WU Z H, ZHANG L C, YANG S Y, et al.Effects of Grain Size and Protrusion Height on the Surface Integrity Generation in the Nanogrinding of 6H-SiC[J]. Tribology International, 2022, 171: 107563.
[20] 华东鹏, 周青, 王婉, 等. 碳化硅纳米抛光亚表面损伤机理的分子动力学模拟[J]. 机械工程学报, 2024, 60(5): 231-240.
HUA D P, ZHOU Q, WANG W, et al.A Molecular Dynamics Simulation on the Subsurface Damage Mechanism in the Nano-Polishing Process of Silicon Carbide[J]. Journal of Mechanical Engineering, 2024, 60(5): 231-240.
[21] CHEN M H, DAI H F.Molecular Dynamics Study on Grinding Mechanism of Polycrystalline Silicon Carbide[J]. Diamond and Related Materials, 2022, 130: 109541.
[22] 耿瑞文, 双佳俊, 谢启明, 等. 6H-SiC高速纳米磨削的去除行为及亚表面损伤机制的分子动力学仿真研究[J]. 机床与液压, 2024, 52(21): 191-198.
GENG R W, SHUANG J J, XIE Q M, et al.Molecular Dynamics Simulation of Removal Behavior and Subsurface Damage Mechanism in High Speed Nano-Grinding of 6H-SiC[J]. Machine Tool & Hydraulics, 2024, 52(21): 191-198.
[23] WANG H, DONG Z G, YUAN S, et al.Effects of Tool Geometry on Tungsten Removal Behavior during Nano- Cutting[J]. International Journal of Mechanical Sciences, 2022, 225: 107384.
[24] DENG Z J, LIU J, CUI X B, et al.The Effects of Polycrystalline 3 C-SiC with Different Roughness Coefficients on the Crystal Structure of Nano-Grin Ding Based on Molecular Dynamics[J]. Materials Today Communications, 2024, 39: 109346.
[25] DING X, JARFORS A E W, LIM G C, et al. A Study of the Cutting Performance of Poly-Crystalline Oxygen Free Copper with Single Crystalline Diamond Micro-Tools[J]. Precision Engineering, 2012, 36(1): 141-152.
[26] YIN J, SUN R S, MING C B, et al.Investigation of Single Grain Grinding of Titanium Alloy Using Diamond Abrasive Grain with Positive Rake Angle[J]. Machines, 2024, 12(7): 451.
[27] GÜNAY M, KORKUT İ, ASLAN E, et al. Experimental Investigation of the Effect of Cutting Tool Rake Angle on Main Cutting Force[J]. Journal of Materials Processing Technology, 2005, 166(1): 44-49.
[28] RYOU H, DRAZIN J W, WAHL K J, et al.Below the Hall-Petch Limit in Nanocrystalline Ceramics[J]. ACS Nano, 2018, 12(4): 3083-3094.
[29] 贾少伟, 张郑, 王文, 等. 超细晶/纳米晶反Hall-Petch变形机制最新研究进展[J]. 材料导报, 2015, 29(23): 114-118.
JIA S W, ZHANG Z, WANG W, et al.The Current Situation of Deformation Mechanism on Inverse Hall- Petch in Crystalline Material[J]. Materials Review, 2015, 29(23): 114-118.
[30] 蒲超, 张晓宇, 史义超, 等. 不同晶粒尺寸多晶锆纳米切削的分子动力学模拟[J]. 中国有色金属学报, 2025, 35(1): 222-233.
PU C, ZHANG X Y, SHI Y C, et al.Molecular Dynamics Simulation of Nanocutting of Polycrystalline Zirconium with Different Grain Sizes[J]. The Chinese Journal of Nonferrous Metals, 2025, 35(1): 222-233.
[31] 鲁仁刚. 基于分子动力学的镍基高温合金纳米切削机理研究[D]. 贵阳: 贵州大学, 2023: 47-57.
LU R G.Molecular Dynamics Analysis of the Nanometric Machining Process of Nickel Superalloys[D]. Guiyang: Guizhou University, 2023: 47-57.
[32] LIU C L, XU W T, ZHANG J G, et al.Numerical Investigation on the Temperature Effect in Nanometric Cutting of Polycrystalline Silicon[J]. International Journal of Mechanical Sciences, 2022, 220: 107172.
[33] REN J Q, YANG D, WANG Q, et al.Effect of Grain Size and Twin Boundary Spacing on Plastic Deformation of Nano-polycrystalline Al Alloy by Molecular Dynamics Study[J]. Rare Metal Materials and Engineering, 2022, 51(7): 2436-2445.
[34] DOAN D Q, FANG T H, CHEN T H.Influences of Grain Size and Temperature on Tribological Characteristics of CuAlNi Alloys under Nanoindentation and Nanoscratch[J]. International Journal of Mechanical Sciences, 2020, 185: 105865.
[35] YIN K L, ZHONG Y S, SHI L P, et al.Atomic-Scale Deformation Behavior of SiC Polytypes Using Molecular Dynamics Simulation[J]. Materials Today Communications, 2024, 41: 110406.
[36] ZHAO J, LI W Q, CHEN S W, et al.Atomic-Scale Material Removal and Deformation Mechanism in Nanoscratching GaN[J]. International Journal of Mechanical Sciences, 2025, 285: 109804.
基金
湖北省技术创新专项重大项目(2019AAA164); 三峡大学人才引进项目(2022Y0037); 水电机械设备设计与维护湖北省重点实验室开放基金(2023KJX04)