Skip to main content

2023 | OriginalPaper | Buchkapitel

Studying Optimal Set of Input Parameters for CBN Grinding Aluminum 6061T6 on CNC Milling Machine

verfasst von : Bui Thanh Danh, Luu Anh Tung, Tran Huu Danh, Tran Minh Tan, Trinh Kieu Tuan, Duong Van Phuong, Nguyen Dinh Ngoc

Erschienen in: Advances in Engineering Research and Application

Verlag: Springer International Publishing

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

This article presents a multi-objective optimization process of surface grinding for Aluminum alloy 6061 in CNC machine tools. The aim is to find the optimal set of grinding parameters that can simultaneously satisfy maximizing material removal speed (MRS) and minimizing surface roughness. The partial factor method 24–1 is used to determine the number of tests. Four process parameters are chosen as input parameters, namely spindle speed (Rpm), feed rate (Fe), depth of cut (aed), down feed (Df). The multi-objective function optimization becomes only the optimization of Composite Desirability function (CDF). Regression functions to predict both surface roughness and material removal rate are constructed based on the experimental results. The results reveal that when CDF reaches the value of 0.669, it can be found the minimum surface roughness of 0.19 µm and MRS reaches a maximum value of 16.23 (g/h).

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

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!

Literatur
1.
Zurück zum Zitat Gopal, A.V., Rao, P.V.: Selection of optimum conditions for maximum material removal rate with surface finish and damage as constraints in SiC grinding. Int. J. Mach. Tools Manuf. 43(13), 1327–1336 (2003) Gopal, A.V., Rao, P.V.: Selection of optimum conditions for maximum material removal rate with surface finish and damage as constraints in SiC grinding. Int. J. Mach. Tools Manuf. 43(13), 1327–1336 (2003)
2.
Zurück zum Zitat Ting, T.O., Lee, T.S., Htay, T.: Performance analysis of grinding process via particle swarm optimization. In: Proceedings of the Sixth International Conference on Computational Intelligence and Multimedia Applications (2005) Ting, T.O., Lee, T.S., Htay, T.: Performance analysis of grinding process via particle swarm optimization. In: Proceedings of the Sixth International Conference on Computational Intelligence and Multimedia Applications (2005)
3.
Zurück zum Zitat Abdur-Rasheed, A., Konneh, M.: Optimization of precision grinding parameters of silicon for surface roughness based on taguchi method. Adva. Mater. Res. 264–265, 997–1002 (2011)CrossRef Abdur-Rasheed, A., Konneh, M.: Optimization of precision grinding parameters of silicon for surface roughness based on taguchi method. Adva. Mater. Res. 264–265, 997–1002 (2011)CrossRef
4.
Zurück zum Zitat Wu, S., et al.: A simulation platform for optimal selection of robotic belt grinding system parameters. Int. J. Adv. Manuf. Technol. 64(1–4), 447–458 (2012) Wu, S., et al.: A simulation platform for optimal selection of robotic belt grinding system parameters. Int. J. Adv. Manuf. Technol. 64(1–4), 447–458 (2012)
5.
Zurück zum Zitat Hoang, T.D., Tran, T.H., Cuong, N.V., Le, H.K., Nga, N.T.T.: An optimization study on surface grinding stainless steel. Int. J. Eng. Technol. 7 (2018) Hoang, T.D., Tran, T.H., Cuong, N.V., Le, H.K., Nga, N.T.T.: An optimization study on surface grinding stainless steel. Int. J. Eng. Technol. 7 (2018)
6.
Zurück zum Zitat Pai, D., Rao, S., D’Souza, R.: Application of response surface methodology and enhanced non-dominated sorting genetic algorithm for optimisation of grinding process. Procedia Eng. 64, 1199–1208 (2013)CrossRef Pai, D., Rao, S., D’Souza, R.: Application of response surface methodology and enhanced non-dominated sorting genetic algorithm for optimisation of grinding process. Procedia Eng. 64, 1199–1208 (2013)CrossRef
7.
Zurück zum Zitat Kumar, P., Kumar, A., Singh, B.: Optimization of process parameters in surface grinding using response surface methodology. IJRMET 3(2) (2013) Kumar, P., Kumar, A., Singh, B.: Optimization of process parameters in surface grinding using response surface methodology. IJRMET 3(2) (2013)
8.
Zurück zum Zitat Periyasamy, S., et al.: Optimization of surface grinding process parameters for minimum surface roughness in AISI 1080 using response surface methodology. Adv. Mater. Res. 984–985, 118–123 (2014)CrossRef Periyasamy, S., et al.: Optimization of surface grinding process parameters for minimum surface roughness in AISI 1080 using response surface methodology. Adv. Mater. Res. 984–985, 118–123 (2014)CrossRef
9.
Zurück zum Zitat Karande, M.R.J.: Optimization of cylindrical grinding machine parameters for minimum surface roughness and maximum MRR. GRD J. Eng. 2 (2017) Karande, M.R.J.: Optimization of cylindrical grinding machine parameters for minimum surface roughness and maximum MRR. GRD J. Eng. 2 (2017)
10.
Zurück zum Zitat Selvaraj, D.P., Chandramohan, P.: Optimization of surface roughness of AISI 304 austenitic stainless steel in turning operation using Taguchi method. IJARIIE (2017) Selvaraj, D.P., Chandramohan, P.: Optimization of surface roughness of AISI 304 austenitic stainless steel in turning operation using Taguchi method. IJARIIE (2017)
11.
Zurück zum Zitat Sedighi, M., Afshari, D.: Creep feed grinding optimization by an integrated GA-NN system. J. Intell. Manuf. 21(6), 657–663 (2009)CrossRef Sedighi, M., Afshari, D.: Creep feed grinding optimization by an integrated GA-NN system. J. Intell. Manuf. 21(6), 657–663 (2009)CrossRef
12.
Zurück zum Zitat Samuel, A.U., Araoyinbo, A.O., Elewa, R.R., Biodun, M.B.: Effect of machining of aluminium alloys with emphasis on aluminium 6061 Alloy—A review. In: International Conference on Engineering for Sustainable World (2020) Samuel, A.U., Araoyinbo, A.O., Elewa, R.R., Biodun, M.B.: Effect of machining of aluminium alloys with emphasis on aluminium 6061 Alloy—A review. In: International Conference on Engineering for Sustainable World (2020)
13.
Zurück zum Zitat Li, F., et al.: Optimization of grinding parameters for the workpiece surface and material removal rate in the belt grinding process for polishing and deburring of 45 steel. Appl. Sci. 10(18) (2020) Li, F., et al.: Optimization of grinding parameters for the workpiece surface and material removal rate in the belt grinding process for polishing and deburring of 45 steel. Appl. Sci. 10(18) (2020)
14.
Zurück zum Zitat Samuel, A.U., et al.: Effect of machining of aluminium alloys with emphasis on aluminium 6061 alloy—A review. IOP Conf. Ser.: Mater. Sci. Eng. 1107(1) (2021) Samuel, A.U., et al.: Effect of machining of aluminium alloys with emphasis on aluminium 6061 alloy—A review. IOP Conf. Ser.: Mater. Sci. Eng. 1107(1) (2021)
15.
Zurück zum Zitat Tamil Vanan, S.K., et al.: Evaluation of surface grinding of AISI 304 stainless steel using dry and compressed air cooling techniques. SN Appl. Sci. 3(3) (2021) Tamil Vanan, S.K., et al.: Evaluation of surface grinding of AISI 304 stainless steel using dry and compressed air cooling techniques. SN Appl. Sci. 3(3) (2021)
16.
Zurück zum Zitat Kumar, M., Singh, S., Goyal, K.: To study the effect of grinding parameters on surface roughness and material removal rate of cylindrical grinding of heat treated en 47 steel. J. Mech. Eng. 45 (2015) Kumar, M., Singh, S., Goyal, K.: To study the effect of grinding parameters on surface roughness and material removal rate of cylindrical grinding of heat treated en 47 steel. J. Mech. Eng. 45 (2015)
17.
Zurück zum Zitat Lee, P.H., Chung, H., Lee, S.W.: Optimization of micro-grinding process with compressed air using response surface methodology. Proc. Inst. Mech. Eng. Part B: J. Eng. Manuf. 225(11), 2040–2050 (2011)CrossRef Lee, P.H., Chung, H., Lee, S.W.: Optimization of micro-grinding process with compressed air using response surface methodology. Proc. Inst. Mech. Eng. Part B: J. Eng. Manuf. 225(11), 2040–2050 (2011)CrossRef
Metadaten
Titel
Studying Optimal Set of Input Parameters for CBN Grinding Aluminum 6061T6 on CNC Milling Machine
verfasst von
Bui Thanh Danh
Luu Anh Tung
Tran Huu Danh
Tran Minh Tan
Trinh Kieu Tuan
Duong Van Phuong
Nguyen Dinh Ngoc
Copyright-Jahr
2023
DOI
https://doi.org/10.1007/978-3-031-22200-9_95

    Marktübersichten

    Die im Laufe eines Jahres in der „adhäsion“ veröffentlichten Marktübersichten helfen Anwendern verschiedenster Branchen, sich einen gezielten Überblick über Lieferantenangebote zu verschaffen.