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Application of Entropy—Deng’s Similarity Approach for Optimization of Single-Point Incremental Forming Process Parameters of Titanium Grade 2 Sheets

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Advances in Industrial Automation and Smart Manufacturing

Part of the book series: Lecture Notes in Mechanical Engineering ((LNME))

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Abstract

Incrementally forming sheet metals using a single ball-ended tool is one of steadfast areas in which industry is capable of focusing its attention in the future prospect appropriate to huge opportunities existing in automation. Because of low pace of production and action of spring back that effect the dimension, this process has not been adopted in industries. This technique can get better production rate by increasing the rotating spindle speed significantly. This present paper mainly reveals a multiple response optimization technique on process parameters of SPIF by using combination of entropy weight measurement method and similarity-based approach developed by Deng to find out the optimal parameters. Experiments for this study were designed using an orthogonal array, L27, according to Taguchi’s method taking input factors namely the type of oil, feed rate, step depth, and tool diameter and spindle speed to obtain suitable responses. Optimum conditions were decided based on output response values and an experimental validation conducted using the above decided parameters. After validation, it has been found that there was an improvement of 9.80%.

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References

  1. Ambrogio G, Filice L, Gagliardi F (2012) Formability of lightweight alloys by hot incremental sheet forming. Mater Des 34:501–508

    Google Scholar 

  2. Ambrogio G, De Napoli L, Filice L, Gagliardi F, Muzzupappa M (2005) Application of incremental forming process for high customised medical product manufacturing. J Mater Process Technol 162:156–162

    Article  Google Scholar 

  3. Narayanasamy R, Narayanan CS (2008) Forming, fracture and wrinkling limit diagram for if steel sheets of different thickness. Mater Des 29(7):1467–1475

    Article  Google Scholar 

  4. Narayanasamy R, Parthasarathi NL, Narayanan CS, Venugopal T, Pradhan HT (2008) A study on fracture behaviour of three different high strength low alloy steel sheets during formation with different strain ratios. Mater Des 29(9):1868–1885

    Article  Google Scholar 

  5. Yoganjaneyulu G, Narayanan CS, Narayanasamy R (2018) Investigation on the fracture behavior of titanium grade 2 sheets by using the single point incremental forming process. J Manuf Processes 35:197–204

    Article  Google Scholar 

  6. Yoganjaneyulu G, Phaneendra Y, Ravikumar VV, Narayanan CS (2019) Investigations on the void coalescence and corrosion behaviour of titanium grade 4 sheets during single point incremental forming process. Department of Production Engineering, NIT Tiruchirappalli, India. Department of Aeronautical Engineering, Andhra University, Vishakhapatnam, India. Department of Metallurgical and Materials Engineering, NIT Tiruchirappalli, India

    Google Scholar 

  7. Fiorotto M, Sorgente M, Lucchetta G (2010) Preliminary studies on single point incremental forming for composite materials. IntJ Mater Form 3(1):951–954

    Article  Google Scholar 

  8. Fan G, Sun F, Meng X, Gao L, Tong G (2010) Electric hot incremental forming of Ti-6Al-4V titanium sheet. Int J Adv Manuf Technol 49(9–12):941–947

    Article  Google Scholar 

  9. Gupta A, Singh H, Aggarwal A (2011) Taguchi-fuzzy multi output optimization (MOO) in high speed CNC turning of AISI P-20 tool steel. Expert Syst Appl 38(6):6822–6828

    Article  Google Scholar 

  10. Echrif SB, Hrairi M (2014) Significant parameters for the surface roughness in incremental forming process. Mater Manuf Processes 29(6):697–703

    Article  Google Scholar 

  11. Raju C, Narayanan CS (2016) Application of a hybrid optimization technique in a multiple sheet single point incremental forming process. Measurement 78:296–308

    Article  Google Scholar 

  12. Chinnaiyan P, Jeevanantham AK (2014) Multi-objective optimization of single point incremental sheet forming of AA5052 using Taguchi based gray relational analysis coupled with principal component analysis. Int J Precis Eng Manuf 15(11):2309–2316

    Article  Google Scholar 

  13. Rajesh S, Devaraj D, Pandian RS, Rajakarunakaran S (2013) Multi-response optimization of machining parameters on red mud-based aluminum metal matrix composites in turning process. Int J Adv Manuf Technol 67(1–4):811–821

    Article  Google Scholar 

  14. Deng H (2007) A similarity-based approach to ranking multicriteria alternatives. In: International conference on intelligent computing. Springer, Berlin, Heidelberg, pp 253–262

    Google Scholar 

  15. Palanisamy A, Selvaraj T (2018) Optimisation of turning parameters on heat treated INCOLOY 800H using cryogenically treated CVD tool with grey-based entropy method. Int J Mach Mach Mater 20(5):401–424

    Google Scholar 

  16. Sivaprasad PV, Haq NA (2019) An Entropy-Deng’s similarity-based technique for modeling and optimization of process variables for laser micro drilling of alloy-X

    Google Scholar 

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Yoganjaneyulu, G., Sathiya Narayanan, C. (2021). Application of Entropy—Deng’s Similarity Approach for Optimization of Single-Point Incremental Forming Process Parameters of Titanium Grade 2 Sheets. In: Arockiarajan, A., Duraiselvam, M., Raju, R. (eds) Advances in Industrial Automation and Smart Manufacturing. Lecture Notes in Mechanical Engineering. Springer, Singapore. https://doi.org/10.1007/978-981-15-4739-3_25

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  • DOI: https://doi.org/10.1007/978-981-15-4739-3_25

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  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-15-4738-6

  • Online ISBN: 978-981-15-4739-3

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