Skip to main content
Top
Published in: The International Journal of Advanced Manufacturing Technology 5-6/2020

24-08-2020 | ORIGINAL ARTICLE

Prediction model of peripheral milling surface geometry considering cutting force and vibration

Authors: Boling Yan, Lida Zhu, Changfu Liu

Published in: The International Journal of Advanced Manufacturing Technology | Issue 5-6/2020

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Milling surface quality is an important factor to assess the performance of a product, which is usually affected by cutting parameters. This paper presents a novel model of peripheral milling surface topography considering tool vibration. The model used the idea of discretization by introducing the milling dynamics and ignored the effect of tool wear, tilting, and thermal deformation. The simulation results were verified and showed good consistence with experimental results. Afterwards, parametric analysis was conducted to investigate the impact of process parameters and showed that feed per tooth impacts most on the surface roughness while axial depth of cut has the least impact. The presented method enables researchers to predict the peripheral milling surface before processing. Moreover, the method helps to build the formula of surface roughness to conduct the parameter optimization.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Wojciechowski S, Twardowski P, Pelic M, Maruda RW, Barrans S (2016) Precision surface characterization for finish cylindrical milling with dynamic tool displacements model. Precis Eng 46:158–165CrossRef Wojciechowski S, Twardowski P, Pelic M, Maruda RW, Barrans S (2016) Precision surface characterization for finish cylindrical milling with dynamic tool displacements model. Precis Eng 46:158–165CrossRef
2.
go back to reference Grossi N, Scippa A, Sallese L, Montevecchi F, Campatelli G (2018) International Journal of Machine Tools and Manufacture On the generation of chatter marks in peripheral milling: a spectral interpretation. Int J Mach Tools Manuf 133:31–46CrossRef Grossi N, Scippa A, Sallese L, Montevecchi F, Campatelli G (2018) International Journal of Machine Tools and Manufacture On the generation of chatter marks in peripheral milling: a spectral interpretation. Int J Mach Tools Manuf 133:31–46CrossRef
4.
go back to reference Omar OEEK, El-Wardany T, Ng E, Elbestawi MA (2007) An improved cutting force and surface topography prediction model in end milling. Int J Mach Tools Manuf 47:1263–1275CrossRef Omar OEEK, El-Wardany T, Ng E, Elbestawi MA (2007) An improved cutting force and surface topography prediction model in end milling. Int J Mach Tools Manuf 47:1263–1275CrossRef
5.
go back to reference Yang D, Liu Z (2015) International Journal of Machine Tools & Manufacture Surface plastic deformation and surface topography prediction in peripheral milling with variable pitch end mill. Int J Mach Tools Manuf 91:43–53CrossRef Yang D, Liu Z (2015) International Journal of Machine Tools & Manufacture Surface plastic deformation and surface topography prediction in peripheral milling with variable pitch end mill. Int J Mach Tools Manuf 91:43–53CrossRef
6.
go back to reference Cheng HD, Chen S-J, Cheng K (2011) Dynamic surface generation modeling of two-dimensional vibration-assisted micro-end-milling. Int J Adv Manuf Technol 53:1075–1079CrossRef Cheng HD, Chen S-J, Cheng K (2011) Dynamic surface generation modeling of two-dimensional vibration-assisted micro-end-milling. Int J Adv Manuf Technol 53:1075–1079CrossRef
7.
go back to reference Arizmendi M, Campa FJ, Fernández J, López de Lacalle LN, Gil A, Bilbao E, Veiga F, Lamikiz A (2009) Model for surface topography prediction in peripheral milling considering tool vibration. CIRP Ann 58:93–96CrossRef Arizmendi M, Campa FJ, Fernández J, López de Lacalle LN, Gil A, Bilbao E, Veiga F, Lamikiz A (2009) Model for surface topography prediction in peripheral milling considering tool vibration. CIRP Ann 58:93–96CrossRef
8.
go back to reference Arizmendi M, Jiménez A (2019) Modelling and analysis of surface topography generated in face milling operations. Int J Mech Sci 163:105061CrossRef Arizmendi M, Jiménez A (2019) Modelling and analysis of surface topography generated in face milling operations. Int J Mech Sci 163:105061CrossRef
9.
go back to reference Liu C, He Y, Wang Y, Li Y, Wang S, Wang L, Wang Y (2019) An investigation of surface topography and workpiece temperature in whirling milling machining. Int J Mech Sci 164:105182CrossRef Liu C, He Y, Wang Y, Li Y, Wang S, Wang L, Wang Y (2019) An investigation of surface topography and workpiece temperature in whirling milling machining. Int J Mech Sci 164:105182CrossRef
10.
go back to reference Zhang G, Li J, Chen Y, Huang Y, Shao X, Li M (2014) Prediction of surface roughness in end face milling based on Gaussian process regression and cause analysis considering tool vibration. Int J Adv Manuf Technol 75:1357–1370CrossRef Zhang G, Li J, Chen Y, Huang Y, Shao X, Li M (2014) Prediction of surface roughness in end face milling based on Gaussian process regression and cause analysis considering tool vibration. Int J Adv Manuf Technol 75:1357–1370CrossRef
11.
go back to reference Bolar G, Das A, Joshi SN (2018) Measurement and analysis of cutting force and product surface quality during end-milling of thin-wall components. Measurement 121:190–204CrossRef Bolar G, Das A, Joshi SN (2018) Measurement and analysis of cutting force and product surface quality during end-milling of thin-wall components. Measurement 121:190–204CrossRef
12.
go back to reference Lu X, Hu X, Jia Z, Liu M, Gao S, Qu C et al Model for the prediction of 3D surface topography and surface roughness in micro-milling Inconel 718. Int J Adv Manuf Technol 94:2043–2056 Lu X, Hu X, Jia Z, Liu M, Gao S, Qu C et al Model for the prediction of 3D surface topography and surface roughness in micro-milling Inconel 718. Int J Adv Manuf Technol 94:2043–2056
14.
go back to reference Karkalos NE, Galanis NI, Markopoulos AP (2016) Surface roughness prediction for the milling of Ti – 6Al – 4V ELI alloy with the use of statistical and soft computing techniques. Measurement 90:25–35CrossRef Karkalos NE, Galanis NI, Markopoulos AP (2016) Surface roughness prediction for the milling of Ti – 6Al – 4V ELI alloy with the use of statistical and soft computing techniques. Measurement 90:25–35CrossRef
15.
go back to reference Liu N, Wang SB, Zhang YF, Lu WF (2016) A novel approach to predicting surface roughness based on specific cutting energy consumption when slot milling Al-7075. Int J Mech Sci 118:13–20CrossRef Liu N, Wang SB, Zhang YF, Lu WF (2016) A novel approach to predicting surface roughness based on specific cutting energy consumption when slot milling Al-7075. Int J Mech Sci 118:13–20CrossRef
16.
go back to reference Wan M, Liang XY, Yang Y, Zhang WH (2020) Suppressing vibrations in milling-trimming process of the plate-like workpiece by optimizing the location of vibration absorber. J Mater Process Technol 278:116499CrossRef Wan M, Liang XY, Yang Y, Zhang WH (2020) Suppressing vibrations in milling-trimming process of the plate-like workpiece by optimizing the location of vibration absorber. J Mater Process Technol 278:116499CrossRef
17.
go back to reference Yuan H, Wan M, Yang Y (2019) Design of a tunable mass damper for mitigating vibrations in milling of cylindrical parts. Chinese J Aeronaut 32:748–758CrossRef Yuan H, Wan M, Yang Y (2019) Design of a tunable mass damper for mitigating vibrations in milling of cylindrical parts. Chinese J Aeronaut 32:748–758CrossRef
18.
go back to reference Ding Y, Zhu L, Zhang X, Ding H (2010) International Journal of Machine Tools & Manufacture Short Communication A full-discretization method for prediction of milling stability. Int J Mach Tools Manuf 50:502–509CrossRef Ding Y, Zhu L, Zhang X, Ding H (2010) International Journal of Machine Tools & Manufacture Short Communication A full-discretization method for prediction of milling stability. Int J Mach Tools Manuf 50:502–509CrossRef
19.
go back to reference Zhang Q, Li XGH (2017) Minimum time corner transition algorithm with confined feedrate and axial acceleration for nc machining along linear tool path. Int J Adv Manuf Technol:941–956 Zhang Q, Li XGH (2017) Minimum time corner transition algorithm with confined feedrate and axial acceleration for nc machining along linear tool path. Int J Adv Manuf Technol:941–956
20.
go back to reference Eynian M (2015) Frequencies in stable and unstable milling. Int J Mach Tools Manuf 90:44–49CrossRef Eynian M (2015) Frequencies in stable and unstable milling. Int J Mach Tools Manuf 90:44–49CrossRef
21.
go back to reference Caliskan H, Kilic ZM, Altintas Y. (2018) On-line energy-based milling chatter detection;140:1–12. Caliskan H, Kilic ZM, Altintas Y. (2018) On-line energy-based milling chatter detection;140:1–12.
22.
go back to reference Liu C, Zhu L, Ni C (2018) Chatter detection in milling process based on VMD and energy entropy. Mech Syst Signal Process 105:169–182CrossRef Liu C, Zhu L, Ni C (2018) Chatter detection in milling process based on VMD and energy entropy. Mech Syst Signal Process 105:169–182CrossRef
Metadata
Title
Prediction model of peripheral milling surface geometry considering cutting force and vibration
Authors
Boling Yan
Lida Zhu
Changfu Liu
Publication date
24-08-2020
Publisher
Springer London
Published in
The International Journal of Advanced Manufacturing Technology / Issue 5-6/2020
Print ISSN: 0268-3768
Electronic ISSN: 1433-3015
DOI
https://doi.org/10.1007/s00170-020-05930-6

Other articles of this Issue 5-6/2020

The International Journal of Advanced Manufacturing Technology 5-6/2020 Go to the issue

Premium Partners