Abstract
Titanium matrix composite (TMC) is comprehensively used in aerospace, turbo-machinery, automobiles and bio-medical industries for its improved strength properties and wear, corrosion and fatigue resistance. The major aim of this paper is to focus on the development of the current state-of-art of improving the tribo-mechanical properties by developing the TMC through laser engineering net shaping (LENS) process. A novel approach has been proposed in the multi-objective optimization (MOO) technique by combining grey relational analysis with desirability, named as desirable grey relational analysis (DGRA). The main advantage of incorporating such, is to include the predicted responses obtained by response surface methodology (RSM) with the actual experimental performances. Advanced non-traditional machining like wire electro-discharge machining (WEDM) has been used for the experimental runs on the developed TMC by varying power (P), time off (Toff) and peak current (IP) as chief input process parameters. Box–Behnken design (BBD) model has been projected to obtain MOO on key performance measures, like material removal rate (MRR), surface roughness (SR), kerf width (KW) and over cut (OC). The optimized solution is improved by 1.022% when compared with desirability approach to novel DGRA technique. MRR is enhanced by 1.463%, SR by 13.221%, KW by 1.594% and OC by 6.025% when compared with DGRA method.
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References
- 1
Arikatla S P, Mannan K T and Krishnaiah A 2017 Mater. Today Proc. 4 1500
- 2
Anurag S 2018 Int. J. Adv. Manuf. Technol. 94 351
- 3
Kumar A, Kumar V and Kumar J 2018 Proc. Inst. Mech. Eng., Part E: J. Proc. Mech. Eng. 232 108
- 4
Mohammedazharudeen J and Subramanian R S 2014 Int. J. Eng. Res. Technol. 3 861
- 5
Niu H Z, Xiao S L, Kong F T, Zhang C J and Chen Y Y 2012 Mater. Sci. Eng. A 532 522
- 6
Attar H, Ehtemam-Haghighi S, Kent D, Wu X and Dargusch M S 2017 Mater. Sci. Eng. A 705 385
- 7
Marshall G J, Young W J, Thompson S M, Shamsaei N, Daniewicz S R and Shao S 2016 J. Occup. Med. 68 778
- 8
Bandyopadhyay A, Espana F, Balla V K, Bose S, Ohgami Y and Davies N M 2010 Acta Biomater. 6 1640
- 9
Qiu C, Ravi G A, Dance C, Ranson A, Dilworth S and Attallah M M 2015 J. Alloys Compd. 629 351
- 10
Sterling A J, Torries B, Shamsaei N, Thompson S M and Seely D W 2016 Mater. Sci. Eng. A 655 100
- 11
Hu Y, Ning F, Wang H, Cong W and Zhao B 2018 Opt. Laser Technol. 99 174
- 12
Hu Y, Cong W, Wang X, Li Y, Ning F and Wang H 2018 Compos. B Eng. 133 91
- 13
Attar H, Bönisch M, Calin M, Zhang L C, Zhuravleva K, Funk A et al 2014 J. Mater. Res. 29 1941
- 14
Manjaiah M, Narendranath S and Basavarajappa S 2014 Rev. Adv. Mater. Sci. 36 89
- 15
Manjaiah M, Narendranath S and Basavarajappa S 2016 Silicon 8 467
- 16
Bisaria H and Shandilya P 2019 Proc. Inst. Mech. Eng., Part C: J. Mech. Eng. Sci. 233 1068
- 17
Nourbakhsh F, Rajurkar K P, Malshe A P and Cao J 2013 Procedia CIRP 5 13
- 18
Hsieh S F, Chen S L, Lin H C, Lin M H and Chiou S Y 2009 Int. J. Mach. Tool. Manu. 49 509
- 19
Arikatla S P, Mannan K T and Krishnaiah A 2017 Mater Today Proc. 4 1434
- 20
Takale A M and Chougule N K 2019 Mater. Sci. Eng. C 97 264
- 21
Pramanik A, Basak A K and Prakash C 2019 Heliyon 5 e01473
- 22
Bose S, Samanta S, Mandal N, De S, Mistry N S, Koley P et al 2019 IOP Conf. Series: Mater. Sci. Eng. 653 012003
- 23
Bose S, Mandal N and Nandi T 2020 Int. J. Math. Eng. Manag. Sci. 5 556
- 24
Bose S and Nandi T 2020 Sādhanā 45 236
- 25
Fontecha Dulcey G, Fischer X, Joyot P and Fadel G 2019 Appl. Compos. Mater. 26 663
- 26
Li K, Liu X, Jin Y, Qi H, Liu X and Xu S 2019 Appl. Compos. Mater. 26 591
- 27
Chang Y, Sun Z, Sun W and Song Y 2018 Appl. Compos. Mater. 25 1075
- 28
Yusoff Y, Zain A M, Amrin A, Sharif S, Haron H and Sallehuddin R 2019 Artif. Intell. Rev. 52 671
- 29
Vanmathi M, Ismail M M and Kumar M S 2019 Bull. Mater. Sci. 42 123
- 30
Mirsafai S, Torabi K, Ashrafi M and Hamadanian M 2020 Bull. Mater. Sci. 43 101
- 31
Shayan A V, Afza R A and Teimouri R 2013 J. Manuf. 15 644
- 32
Ananthakumar K, Rajamani D, Balasubramanian E and Paulo Davim J 2019 Measurement 135 725
- 33
Kumar S S, Uthayakumar M, Kumaran S T, Parameswaran P, Mohandas E, Kempulraj G et al 2015 J. Manuf. 20 33
- 34
Kavimani V, Soorya Prakash K and Thankachan T 2019 Measurement 145 335
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Bose, S., Nandi, T. Novel approach in experimental and statistical investigations on titanium matrix composite. Bull Mater Sci 44, 46 (2021). https://doi.org/10.1007/s12034-020-02330-0
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Keywords
- Desirable grey relational analysis
- response surface methodology
- microstructure
- laser engineering net shaping
- wire electro-discharge machining
- multi-objective optimization