Skip to main content
Top

15-05-2024 | Original Article

Design optimization of polymer composites for lower suspension arms of automotive vehicles

Authors: Farhaan Hussain, K. S.B. Manikanta, Naved Wasim Ahmed, A. Vinoth, Sandipan Roy, Shubhabrata Datta

Published in: International Journal on Interactive Design and Manufacturing (IJIDeM)

Log in

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

search-config
loading …

Abstract

Lower suspension arms deal with the movement of the wheel during knock, turning, and breaking. To replace the metallic suspension arms by laminated polymer composites, suspension arms are designed in this work. The thickness and the fiber orientations for different layers in the laminates are optimized to achieve improved performance. The suspension arms of fiber reinforced composite are designed and analyzed through finite element analysis (FEA) method. The simulated data generated from the FEA is used for developing metamodels by artificial neural network (ANN), which in turn is used as the objective functions or the optimization process using genetic algorithm (GA). The objective of the optimization process is to reduce the stress concentration through better stress distribution and thus increasing the service life. The design optimization problem is handled in multi-objective optimization mode and the evolved Pareto solutions lead to a guideline for developing automotive suspension arm using composites. The FEA based validation of the optimum solutions show variation of the result well within acceptable limit.

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!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literature
1.
go back to reference Beardmore, P.: Composite structures for automobiles. Compos. Struct. 5(3), 163–176 (1986)CrossRef Beardmore, P.: Composite structures for automobiles. Compos. Struct. 5(3), 163–176 (1986)CrossRef
2.
go back to reference Beardmore, P., Johnson, C.F.: The potential for composites in structural automotive applications. Compos. Sci. Technol. 26(4), 251–281 (1986)CrossRef Beardmore, P., Johnson, C.F.: The potential for composites in structural automotive applications. Compos. Sci. Technol. 26(4), 251–281 (1986)CrossRef
3.
go back to reference Asnafi, N., Langstedt, G., Andersson, C.H., Östergren, N., Håkansson, T.: A new lightweight metal-composite-metal panel for applications in the automotive and other industries. Thin-walled Struct. 36(4), 289–310 (2000)CrossRef Asnafi, N., Langstedt, G., Andersson, C.H., Östergren, N., Håkansson, T.: A new lightweight metal-composite-metal panel for applications in the automotive and other industries. Thin-walled Struct. 36(4), 289–310 (2000)CrossRef
4.
go back to reference Sternberg, E.R.: Heavy-duty truck suspensions. SAE Trans., 1345–1396. (1976) Sternberg, E.R.: Heavy-duty truck suspensions. SAE Trans., 1345–1396. (1976)
5.
go back to reference Talib, A.A., Ali, A., Badie, M.A., Lah, N.A.C., Golestaneh, A.F.: Developing a hybrid, carbon/glass fiber-reinforced, epoxy composite automotive drive shaft. Mater. Design. 31(1), 514–521 (2010)CrossRef Talib, A.A., Ali, A., Badie, M.A., Lah, N.A.C., Golestaneh, A.F.: Developing a hybrid, carbon/glass fiber-reinforced, epoxy composite automotive drive shaft. Mater. Design. 31(1), 514–521 (2010)CrossRef
6.
go back to reference Kim, J., Lei, L.P., Hwang, S.M., Kang, S.J., Kang, B.S.: Manufacture of an automobile lower arm by hydroforming. Int. J. Mach. Tools Manuf. 42(1), 69–78 (2002)CrossRef Kim, J., Lei, L.P., Hwang, S.M., Kang, S.J., Kang, B.S.: Manufacture of an automobile lower arm by hydroforming. Int. J. Mach. Tools Manuf. 42(1), 69–78 (2002)CrossRef
8.
go back to reference Goldberg, D.E.: Genetic Algorithm in Search, Optimization and Machine Learning, Pearson Education. Low Price Edition, Delhi (2005) Goldberg, D.E.: Genetic Algorithm in Search, Optimization and Machine Learning, Pearson Education. Low Price Edition, Delhi (2005)
9.
go back to reference Deb, K.: Multi-objective Optimization Using Evolutionary Algorithms, vol. 16. Wiley (2001) Deb, K.: Multi-objective Optimization Using Evolutionary Algorithms, vol. 16. Wiley (2001)
10.
go back to reference Datta, S.: Materials Design Using Computational Intelligence Techniques. CRC (2016) Datta, S.: Materials Design Using Computational Intelligence Techniques. CRC (2016)
11.
go back to reference Datta, S., Zhang, Q., Sultana, N., Mahfouf, M.: Optimal design of titanium alloys for prosthetic applications using a multiobjective evolutionary algorithm. Mater. Manuf. Processes. 28(7), 741–745 (2013)CrossRef Datta, S., Zhang, Q., Sultana, N., Mahfouf, M.: Optimal design of titanium alloys for prosthetic applications using a multiobjective evolutionary algorithm. Mater. Manuf. Processes. 28(7), 741–745 (2013)CrossRef
12.
go back to reference Roy, S., Dey, S., Khutia, N., Chowdhury, A.R., Datta, S.: Design of patient specific dental implant using FE analysis and computational intelligence techniques. Appl. Soft Comput. 65, 272–279 (2018)CrossRef Roy, S., Dey, S., Khutia, N., Chowdhury, A.R., Datta, S.: Design of patient specific dental implant using FE analysis and computational intelligence techniques. Appl. Soft Comput. 65, 272–279 (2018)CrossRef
18.
go back to reference Rajasekaran, S., Pai, G.V.: Neural Networks, Fuzzy Logic and Genetic Algorithm: Synthesis and Applications (with cd). PHI Learning Pvt. Ltd. (2003) Rajasekaran, S., Pai, G.V.: Neural Networks, Fuzzy Logic and Genetic Algorithm: Synthesis and Applications (with cd). PHI Learning Pvt. Ltd. (2003)
19.
go back to reference Datta, S., Chattopadhyay, P.P.: Soft computing techniques in advancement of structural metals. Int. Mater. Rev. 58(8), 475–504 (2013)CrossRef Datta, S., Chattopadhyay, P.P.: Soft computing techniques in advancement of structural metals. Int. Mater. Rev. 58(8), 475–504 (2013)CrossRef
20.
go back to reference Datta, S., Banerjee, M.K.: Mapping the input–output relationship in HSLA steels through expert neural network. Mater. Sci. Engineering: A. 420(1–2), 254–264 (2006)CrossRef Datta, S., Banerjee, M.K.: Mapping the input–output relationship in HSLA steels through expert neural network. Mater. Sci. Engineering: A. 420(1–2), 254–264 (2006)CrossRef
21.
go back to reference Chatterjee, S., Dey, S., Majumder, S., RoyChowdhury, A., Datta, S.: Computational intelligence based design of implant for varying bone conditions. Int. J. Numer. Methods Biomed. Eng., 35(6), e3191. (2019) Chatterjee, S., Dey, S., Majumder, S., RoyChowdhury, A., Datta, S.: Computational intelligence based design of implant for varying bone conditions. Int. J. Numer. Methods Biomed. Eng., 35(6), e3191. (2019)
22.
go back to reference Kim, D.H., Choi, D.H., Kim, H.S.: Design optimization of a carbon fiber reinforced composite automotive lower arm. Compos. Part. B: Eng. 58, 400–407 (2014)CrossRef Kim, D.H., Choi, D.H., Kim, H.S.: Design optimization of a carbon fiber reinforced composite automotive lower arm. Compos. Part. B: Eng. 58, 400–407 (2014)CrossRef
Metadata
Title
Design optimization of polymer composites for lower suspension arms of automotive vehicles
Authors
Farhaan Hussain
K. S.B. Manikanta
Naved Wasim Ahmed
A. Vinoth
Sandipan Roy
Shubhabrata Datta
Publication date
15-05-2024
Publisher
Springer Paris
Published in
International Journal on Interactive Design and Manufacturing (IJIDeM)
Print ISSN: 1955-2513
Electronic ISSN: 1955-2505
DOI
https://doi.org/10.1007/s12008-024-01898-9

Premium Partner