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Process modelling using upstream analysis of manufacturing sequences

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Abstract

The manufacturing of components requires several manufacturing process steps that are performed in a sequence, during which the raw material is progressively converted into finished parts. The aim with simulation of manufacturing sequences is to replicate the aggregate effects of the process steps on key features of the finished product and manufacturing features. With the support of a successful simulation methodology, it will thereby be possible for process planners to evaluate virtually and select process steps to be included in the manufacturing sequence and to optimize process parameters. The motivation to implement sequential simulation in industry is therefore strong and will reduce time and cost in process planning. The modelling and simulation of complete manufacturing sequences is, however, a challenge which may lead to unrealistic and time-consuming modelling efforts and extensive computational requirements. This is due to the often complex material transformations through several consecutive process steps. In order to adapt sequential simulation into an industrial environment, simplifications are therefore necessary. This paper proposes a method for simplified metamodelling of manufacturing sequences, using upstream selection of process steps and definition of interconnected models. The method is presented as an algorithm and will improve the efficiency in the modelling of manufacturing sequences. The usability of the algorithm is demonstrated with two industrial cases: a bevel gear pinion and a steering arm.

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References

  1. Vijayaram TR, Sulaiman S, Hamouda AMS, Ahmad MHM (2006) Numerical simulation of casting solidification in permanent metallic molds. J Mater Process Technol 178:29–33. doi:10.1016/j.jmatprotec.2005.09.025

    Article  Google Scholar 

  2. Hartley P, Pillinger I (2006) Numerical simulation of the forging process. Comput Methods Appl Mech Engrg 195(48–49):6676–6690. doi:10.1016/j.cma.2005.03.013

    Article  MATH  Google Scholar 

  3. Mackerle J (1999) Finite element analysis and simulation of machining: a bibliography (1976–1996). J Mater Process Technol 86(1–3):17–44. doi:10.1016/S0924-0136(98)00227-1

    Article  Google Scholar 

  4. Mackerle J (2003) Finite element analysis and simulation of quenching and other heat treatment processes, a bibliography (1976–2001). Comput Mater Sci 27(3):313–332. doi:10.1016/S0927-0256(03)00038-7

    Article  MathSciNet  Google Scholar 

  5. Majzoobi G, Azizi R, Nia A (2005) A three-dimensional simulation of shot peening process using multiple shot impacts. J Mater Process Technol 164:1226–1234. doi:10.1016/j.jmatprotec.2005.02.139

    Article  Google Scholar 

  6. Werke M (2009) Simulation of manufacturing sequences for verification of product properties. Licentiate thesis, KTH Royal Institute of Technology

  7. Afazov SM (2013) Modelling and simulation of manufacturing process chains. CIRP J Manuf Sci Technol 6(1):70–77. doi:10.1016/j.cirpj.2012.10.005

    Article  Google Scholar 

  8. Denkena B, Henjes J, Henning H (2011) Simulation-based dimensioning of manufacturing chains. CIRP J Manuf Sci Technol 4:9–14. doi:10.1016/j.cirpj.2011.06.015

    Article  Google Scholar 

  9. Denkena B, Rudzio H, Brandes A (2006) Methodology for dimensioning technological interfaces of manufacturing process chains. CIRP Ann-Manuf Technol 55(1):497–500. doi:10.1016/S0007-8506(07)60467-3

    Article  Google Scholar 

  10. Simcir C, Hunkel M, Lutjens J, Rentsch R (2012) Process-chain simulation for prediction of the distortion of case-hardened gear blanks. Mat-wiss U Werkstofftech 43(1–2):163–170. doi:10.1002/mawe.201100905

    Article  Google Scholar 

  11. Herrmann C, Thiede S (2009) Process chain simulation to foster energy efficiency in manufacturing. CIRP J Manuf Sci Technol 1(4):221–229. doi:10.1016/j.cirpj.2009.06.005

    Article  Google Scholar 

  12. Denkena B, Park HS, Behrens BA, Henjes J, Bertys S, Dahal P, Lüken I, Klassen A (2013) Development of a concept to optimize the energy efficiency in forging process chains. Int J Precis Eng Manuf 14(7):1229–1236. doi:10.1007/s12541-013-0167-y

    Article  Google Scholar 

  13. Govika A, Nilsson L, Moshfegh R (2012) Finite element simulation of the manufacturing process chain of a sheet metal assembly. J Mater Process Technol 212(7):1453–1462. doi:10.1016/j.jmatprotec.2012.02.012

    Article  Google Scholar 

  14. Goch G, Dijkman M (2009) Holonic quality control strategy for the process chain of bearing rings. CIRP Ann-Manuf Technol 58(1):433–436. doi:10.1016/j.cirp.2009.03.037

    Article  Google Scholar 

  15. Bagge M (2009) An approach for systematic process planning of gear transmission parts. Licentiate thesis, KTH Royal Institute of Technology

  16. Ashby MF (2005) Materials selection in mechanical design, 3rd edn. Elsevier, Oxford

    Google Scholar 

  17. Mittal S, C.R. Lieu (1998) A method of modeling residual stresses in superfinish hard turning, Wear, Elsevier Science S.A., pp 21–33

  18. Cormen TH, Leiserson CE, Rivest RL, Stein C (2001) Introduction to algorithms, 2nd edn. MIT Press, Cambridge, pp 540–549–590–591

    MATH  Google Scholar 

  19. Umbrello D (2008) Finite element simulation of conventional and high speed machining of Ti6Al4V alloy. J Mater Process Technol 196:79–87. doi:10.1016/j.jmatprotec.2007.05.007

    Article  Google Scholar 

  20. Werke M, Kristoffersen H, Haglund S, Svensson L, Nord A (2008) Predicting residual stresses and hardness of a critical component using a combination of numerical and empirical methods. Steel Res Int 2:812–819

    Google Scholar 

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Werke, M., Bagge, M., Nicolescu, M. et al. Process modelling using upstream analysis of manufacturing sequences. Int J Adv Manuf Technol 81, 1999–2016 (2015). https://doi.org/10.1007/s00170-015-7076-4

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  • DOI: https://doi.org/10.1007/s00170-015-7076-4

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