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나노스케일 워터젯 가공에 대한 분자시뮬레이션 연구

Molecular Simulation of Nano-Scale Waterjet Machining

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주제분류기계공학

초록

This study employs molecular dynamics simulations to investigate the material behavior of workpieces in waterjet machining processes. To gain fundamental insights into waterjet machining, simulations were conducted using pure water, excluding abrasive particles. The simulation model comprised thousands of water molecules interacting with a single crystal metal workpiece. Water molecule clusters were imparted with various velocities to initiate collisions with the metal workpiece. The material behavior of the metal surface was analyzed with respect to the applied velocity conditions, considering the intricate interplay between water molecules and the workpiece at the atomic scale. The results demonstrated that the machining of the metal workpiece occurred only when water molecules were endowed with velocities above a certain threshold. In cases where energy was insufficient, the metal workpiece exhibited a slight increase in surface roughness due to mild plastic deformation, without undergoing substantial material removal. When machining occurred, the ejection of material revealed a 3-fold symmetric pattern, confirming that material removal in waterjet machining of the metal workpiece is primarily driven by plastic deformation-induced material ejection. This research provides crucial insights into the mechanisms underlying waterjet machining and enhances our understanding of material behavior during the process. The findings can be valuable in optimizing waterjet machining techniques.

Abstract

This study employs molecular dynamics simulations to investigate the material behavior of workpieces in waterjet machining processes. To gain fundamental insights into waterjet machining, simulations were conducted using pure water, excluding abrasive particles. The simulation model comprised thousands of water molecules interacting with a single crystal metal workpiece. Water molecule clusters were imparted with various velocities to initiate collisions with the metal workpiece. The material behavior of the metal surface was analyzed with respect to the applied velocity conditions, considering the intricate interplay between water molecules and the workpiece at the atomic scale. The results demonstrated that the machining of the metal workpiece occurred only when water molecules were endowed with velocities above a certain threshold. In cases where energy was insufficient, the metal workpiece exhibited a slight increase in surface roughness due to mild plastic deformation, without undergoing substantial material removal. When machining occurred, the ejection of material revealed a 3-fold symmetric pattern, confirming that material removal in waterjet machining of the metal workpiece is primarily driven by plastic deformation-induced material ejection. This research provides crucial insights into the mechanisms underlying waterjet machining and enhances our understanding of material behavior during the process. The findings can be valuable in optimizing waterjet machining techniques.

참고문헌 (10)

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  2. Parvandar Asadollahi, B., "Experimental Investigation and Molecular Dynamics Simulation of Contributing Variables on Abrasive Water Jet on Aluminum Alloy 7075 Reinforced with Al2O3, Graphite and Silicon Carbide", Arabian Journal for Science and Engineering, 47, pp.15303~15321 (2022)
  3. Uhlmann, E., "Efficient abrasive water jet milling for near-net-shape fabrication of difficult-to-cut materials", The International Journal of Advanced Manufacturing Technology, 111, pp.685~693 (2020)
  4. Chen, R., "Study on the influence of standoff distance on substrate damage under an abrasive water jet process by molecular dynamics simulation", Friction, 6, pp.195~207 (2018)
  5. Hanasaki, I., "Molecular dynamics of a water jet from a carbon nanotube", Physical Review E, 79, pp.046307~ (2009)
  6. Junkar, M., "Finite element analysis of single-particle impact in abrasive water jet machining", International Journal of Impact Engineering, 32, pp.1095~1112 (2006)
  7. Molinero, V., "Water modeled as an intermediate element between carbon and silicon", The Journal of Physical Chemistry B, 113, pp.4008~4016 (2009)
  8. Metya, A. K., "Ice adhesion mechanism on lubricant-impregnated surfaces using molecular dynamics simulations", Mol. Simul, 45, pp.394~402 (2019)
  9. Xu, Z., "Nanoengineering heat transfer performance at carbon nanotube interfaces", ACS nano, 3, pp.2767~2775 (2009)[DOI]
  10. Yao, W., "Plastic material parameters and plastic anisotropy of tungsten single crystal : a spherical micro-indentation study", Journal of Materials Science, 49, pp.3705~3715 (2014)

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