journal article·2019-11Open access

Contact stiffness effects on nanoscale high-speed grinding: A molecular dynamics approach

Michail Papanikolaou, Konstantinos Salonitis

Abstract

One of the most important grinding parameters is the real depth of cut which is always lower than its programmed value. This is because in reality abrasive grains of the grinding wheel are not fixed but attached to a bonding material which is deformed during the process. In this study we investigate the effect of the contact stiffness between a single abrasive grain and the workpiece on the depth of cut and the grinding process characteristics via three-dimensional Molecular Dynamics (MD) simulations. Contact stiffness has been modelled by attaching a single trapezoid abrasive grain to a spring in the normal grinding direction. MD experiments have been repeated due to the stochastic nature of the grinding process in favour of statistical accuracy. Various grinding speeds have been considered while the case of a rough abrasive-workpiece interface has been investigated as well using fractal models. Our results indicate that the trajectory followed by the abrasive grain is not a straight line, as in the case of a rigid abrasive, but a curved one, asymptotically converging towards the equilibrium point which corresponds to the selected value of the spring stiffness. This behaviour alongside the grinding velocity and rough abrasive-workpiece interface have been found to affect the grinding forces, friction coefficient, morphology of the ground surface and subsurface temperature. The present MD model has also been proven to be capable of capturing the thermal softening phenomenon at the abrasive-workpiece interface.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Force Microscopy Techniques and Applications · Advanced Surface Polishing Techniques · Advanced machining processes and optimization

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

References (48)

Show source-provided references
1. Advances in modeling and simulation of grinding processes10.1016/j.cirp.2006.10.003 ↗
2. Computer" experiments" on classical fluids. I. Thermodynamical properties of Lennard-Jones molecules10.1103/PhysRev.159.98 ↗
3. Application of the Morse potential function to cubic metals10.1103/PhysRev.114.687 ↗
4. Effect of tool geometry in nanometric cutting: a molecular dynamics simulation approach10.1016/S0043-1648(98)00229-4 ↗
5. An experimental study on molecular dynamics simulation in nanometer grinding10.1016/S0924-0136(03)00124-9 ↗
6. Some aspects of machining with negative-rake tools simulating grinding: a molecular dynamics simulation approach10.1080/13642819908214852 ↗
7. Embedded-atom method: derivation and application to impurities, surfaces, and other defects in metals10.1103/PhysRevB.29.6443 ↗
8. Nanometric cutting of copper: a molecular dynamics study10.1016/j.commatsci.2005.10.006 ↗
9. A molecular dynamics investigation into the mechanisms of subsurface damage and material removal of monocrystalline copper subjected to nanoscale high speed grinding10.1016/j.apsusc.2014.02.178 ↗
10. Subsurface damage mechanism of high speed grinding process in single crystal silicon revealed by atomistic simulations10.1016/j.apsusc.2014.10.149 ↗
11. Nanotribological simulations of multi-grit polishing and grinding10.1016/j.wear.2015.03.006 ↗
12. Fractal roughness effects on nanoscale grinding10.1016/j.apsusc.2018.10.144 ↗
13. The effect of rough surface on nanoscale high speed grinding by a molecular dynamics simulation10.1016/j.commatsci.2014.10.069 ↗
14. Three-dimensional molecular dynamics analysis of processing using a pin tool on the atomic scale10.1088/0957-4484/11/3/302 ↗
15. Nanoflow over a fractal surface10.1063/1.4958975 ↗
16. Effect of wheel-work conformity in precision grinding
17. Analysis of loads on grinding wheel binder in grinding process: insights from discontinuum-hypothesis-based grinding simulation10.1007/s00170-014-6767-6 ↗
18. Discrete-element modelling of the grinding contact length combining the wheel-body structure and the surface-topography models10.1016/j.ijmachtools.2016.07.004 ↗
19. A constitutive model and data for materials subjected to large strains, high strain rates, and high temperatures
20. Discrete–element method simulations: from micro to macro scales10.1098/rsta.2004.1420 ↗
21. A molecular dynamics investigation into nanoscale scratching mechanism of polycrystalline silicon carbide10.1016/j.commatsci.2018.02.038 ↗
22. Diamond machining of silicon: a review of advances in molecular dynamics simulation10.1016/j.ijmachtools.2014.09.013 ↗
23. Molecular dynamics simulation of effect of grinding wheel stiffness on nanogrinding process10.1504/IJAT.2008.020565 ↗
24. Molecular dynamics simulation of nano grinding-influence of tool stiffness
25. Molecular dynamics study on the thickness of damage layer in multiple grinding of monocrystalline silicon10.1016/j.mssp.2016.04.013 ↗
26. Molecular-dynamics study of a three-dimensional one-component model for distortive phase transitions10.1103/PhysRevB.17.1302 ↗
27. Scratching of copper with rough surfaces conducted by diamond tip simulated using molecular dynamics10.1007/s00170-014-6536-6 ↗
28. Review of force fields and intermolecular potentials used in atomistic computational materials research10.1063/1.5020808 ↗
29. Empirical interatomic potential for carbon, with applications to amorphous carbon10.1103/PhysRevLett.61.2879 ↗
30. Empirical bond-order potential for semiconductors10.1103/PhysRevB.58.4538 ↗
31. Diatomic molecules according to the wave mechanics. II. Vibrational levels10.1103/PhysRev.34.57 ↗
32. Towards a deeper understanding of wear and friction on the atomic scale—a molecular dynamics analysis10.1016/S0043-1648(97)00073-2 ↗
33. Surface roughness effects in micro and nanofluidic devices10.1166/jctn.2010.1547 ↗
34. Influence of periodic wall roughness on the slip behaviour at liquid/solid interfaces: molecular-scale simulations versus continuum predictions10.1017/S0022112006009086 ↗
35. Effect of surface roughness on gas flow in microchannels by molecular dynamics simulation10.1016/j.ijengsci.2006.06.005 ↗
36. Multiscale roughness and modeling of MEMS interfaces10.1007/s11249-005-4263-8 ↗
37. Role of fractal geometry in roughness characterization and contact mechanics of surfaces10.1115/1.2920243 ↗
38. A multivariate Weierstrass-Mandelbrot function10.1098/rspa.1985.0083 ↗
39. Fast parallel algorithms for short-range molecular dynamics10.1006/jcph.1995.1039 ↗
40. LAMMPS Molecular Dynamics Simulator, (n.d.). https://lammps.sandia.gov/.
41. A molecular dynamics investigation into the mechanisms of subsurface damage and material removal of monocrystalline copper subjected to nanoscale high speed grinding10.1016/j.apsusc.2014.02.178 ↗
42. Grinding wheel effect in the grind-hardening process10.1007/s00170-007-1078-9 ↗
43. Experimental and numerical investigations of single abrasive-grain cutting10.1016/j.ijmachtools.2011.08.006 ↗
44. Johnson
45. Dependence of friction on roughness, velocity, and temperature10.1103/PhysRevE.77.036123 ↗
46. The effect of rough surface on nanoscale high speed grinding by a molecular dynamics simulation10.1016/j.commatsci.2014.10.069 ↗
47. Simulation and experimental analysis of super high-speed grinding of ductile material10.1016/S0924-0136(02)00568-X ↗
48. Dependence of friction coefficient on the resolution and fractal dimension of metallic fracture surfaces10.1016/j.ijsolstr.2013.05.020 ↗