Skip to main content
Top
Published in: The International Journal of Advanced Manufacturing Technology 9-10/2021

25-02-2021 | ORIGINAL ARTICLE

Prediction of white layer formation in μ-WEDM process of NiTi shape memory superalloy: FEM with experimental verification

Authors: Reza Najati Ilkhchi, Samet Akar, Hassan Ali M. Meshri, Mirsadegh Seyedzavvar

Published in: The International Journal of Advanced Manufacturing Technology | Issue 9-10/2021

Log in

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

search-config
loading …

Abstract

Microscopic changes in the surface of nickel-titanium (nitinol) shape memory alloys (SMAs) in micro-wire electro-discharge machining (μ-WEDM) due to the formation of a resolidified layer on the machined surface, called white layer, are one of the main drawbacks in the processing of such alloys. Since these changes significantly affect the shape memory and elastic recovery characteristics of these alloys, reduction of the white layer thickness (WLT) based on the selection of optimum process parameters is essential to raise the quality of the machined parts. In this regard, a finite element model (FEM) has been developed to simulate the effects of μ-WEDM process parameters, including discharge current, pulse on-time, pulse off-time, and servo voltage, on the heat distributing in Ni55.8Ti SMA to predict the WLT. The flushing efficiency of electric discharges and the effect of flow regime of the dielectric fluid on the heat distribution in the workpiece and the formation of the WLT are analyzed. Experimental data are used to verify the accuracy of the FEM. The results show that the developed model can predict the WLT in μ-WEDM process of Ni55.8Ti SMA with an average error of 14%. The effects of discharge parameters on the formation of the WLT are discussed in details based on the results of the FEM.

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!

Literature
1.
go back to reference Hartl DJ, Lagoudas DC (2007) Aerospace applications of shape memory alloys. Proc Inst Mech Eng G J Aerosp Eng 221:535–552CrossRef Hartl DJ, Lagoudas DC (2007) Aerospace applications of shape memory alloys. Proc Inst Mech Eng G J Aerosp Eng 221:535–552CrossRef
2.
go back to reference Ryhänen J (1999) Biocompatibility evaluation of nickel-titanium shape memory metal alloy, Ph.D. Thesis, University of Oulu. Ryhänen J (1999) Biocompatibility evaluation of nickel-titanium shape memory metal alloy, Ph.D. Thesis, University of Oulu.
3.
go back to reference Xiong JY, Li YC, Wang XJ, Hodgson PD, Wen CE (2008) Titanium–nickel shape memory alloy foams for bone tissue engineering. J Mech Behav Biomed Mater 1(3):269–273CrossRef Xiong JY, Li YC, Wang XJ, Hodgson PD, Wen CE (2008) Titanium–nickel shape memory alloy foams for bone tissue engineering. J Mech Behav Biomed Mater 1(3):269–273CrossRef
4.
go back to reference Sharma N, Raj T, Kumar KJ (2017) Parameter optimization and experimental study on wire electrical discharge machining of porous Ni40Ti60 alloy. Proc Inst Mech Eng B J Eng Manuf 231(6):956–970CrossRef Sharma N, Raj T, Kumar KJ (2017) Parameter optimization and experimental study on wire electrical discharge machining of porous Ni40Ti60 alloy. Proc Inst Mech Eng B J Eng Manuf 231(6):956–970CrossRef
5.
go back to reference Puri AB (2017) Advancements in micro wire-cut electrical discharge machining. In: Kibria G, Bhattacharyya B, Davim J (eds) Non-traditional micromachining processes. Materials Forming, Machining and Tribology. Springer, Cham Puri AB (2017) Advancements in micro wire-cut electrical discharge machining. In: Kibria G, Bhattacharyya B, Davim J (eds) Non-traditional micromachining processes. Materials Forming, Machining and Tribology. Springer, Cham
6.
go back to reference Guo Y, Klink A, Fu C, Snyder J (2013) Machinability and surface integrity of Nitinol shape memory alloy. CIRP Ann 62:83–86CrossRef Guo Y, Klink A, Fu C, Snyder J (2013) Machinability and surface integrity of Nitinol shape memory alloy. CIRP Ann 62:83–86CrossRef
7.
go back to reference Ezugwu EO, Bonney J, Yamane Y (2003) An overview of the machinability of aeroengine alloys. J Mater Process Technol 134(2):233–253CrossRef Ezugwu EO, Bonney J, Yamane Y (2003) An overview of the machinability of aeroengine alloys. J Mater Process Technol 134(2):233–253CrossRef
8.
go back to reference Ulutan D, Ozel T (2011) Machining induced surface integrity in titanium and nickel alloys: A review. Int J Mach Tools Manuf 51(3):250–280CrossRef Ulutan D, Ozel T (2011) Machining induced surface integrity in titanium and nickel alloys: A review. Int J Mach Tools Manuf 51(3):250–280CrossRef
9.
go back to reference Markopoulos AP, Pressas IS, Manolakos DE (2015) A review on the machining of nickel-titanium shape memory alloys. Rev Adv Mater Sci 42:28–35 Markopoulos AP, Pressas IS, Manolakos DE (2015) A review on the machining of nickel-titanium shape memory alloys. Rev Adv Mater Sci 42:28–35
10.
go back to reference Li C, Nikumb S, Wong F (2006) An optimal process of femtosecond laser cutting of NiTi shape memory alloy for fabrication of miniature devices. Opt Lasers Eng 44(10):1078–1087CrossRef Li C, Nikumb S, Wong F (2006) An optimal process of femtosecond laser cutting of NiTi shape memory alloy for fabrication of miniature devices. Opt Lasers Eng 44(10):1078–1087CrossRef
11.
go back to reference Huang H, Zheng Y, Lim GC (2004) Femtosecond laser machining characteristics of Nitinol. Appl Surf Sci 228(1–4):201–206CrossRef Huang H, Zheng Y, Lim GC (2004) Femtosecond laser machining characteristics of Nitinol. Appl Surf Sci 228(1–4):201–206CrossRef
12.
go back to reference Fu CH, Liu JF, Guo YB, Zhao QZ (2016) Comparative study on white layer properties by laser cutting vs. electrical discharge machining of nitinol shape memory alloy. Procedia CIRP 42:246–251CrossRef Fu CH, Liu JF, Guo YB, Zhao QZ (2016) Comparative study on white layer properties by laser cutting vs. electrical discharge machining of nitinol shape memory alloy. Procedia CIRP 42:246–251CrossRef
13.
go back to reference Kruth J, Stevens L, Froyen L, Lauwers B (1995) Study of the white layer of a surface machined by die-sinking electro-discharge machining. CIRP Ann Manuf Technol 44(1):169–172CrossRef Kruth J, Stevens L, Froyen L, Lauwers B (1995) Study of the white layer of a surface machined by die-sinking electro-discharge machining. CIRP Ann Manuf Technol 44(1):169–172CrossRef
14.
go back to reference Lee H, Tai TY (2003) Relationship between EDM parameters and surface crack formation. J Mater Process Technol 142(3):676–683CrossRef Lee H, Tai TY (2003) Relationship between EDM parameters and surface crack formation. J Mater Process Technol 142(3):676–683CrossRef
15.
go back to reference Mahtabi MJ, Yadollahi A, Rahmati M, Stone TW (2018) Correlation between hardness and loading transformation stress of superelastic NiTi. Arab J Sci Eng 43(9):5029–5033CrossRef Mahtabi MJ, Yadollahi A, Rahmati M, Stone TW (2018) Correlation between hardness and loading transformation stress of superelastic NiTi. Arab J Sci Eng 43(9):5029–5033CrossRef
16.
go back to reference Liu JF, Guo YB (2015) Process capability of wire-EDM of NiTi shape memory alloy at main cut and trim modes. Proc Manuf 1:904–914 Liu JF, Guo YB (2015) Process capability of wire-EDM of NiTi shape memory alloy at main cut and trim modes. Proc Manuf 1:904–914
17.
go back to reference Kedare R, Nanavare V, Sharma S, Midathada A, Ravella UK (2018) Review on WEDM of shape memory alloy. Mater Today: Proc 5(14):28313–28319 Kedare R, Nanavare V, Sharma S, Midathada A, Ravella UK (2018) Review on WEDM of shape memory alloy. Mater Today: Proc 5(14):28313–28319
18.
go back to reference Lotfi Neyestanak AA, Daneshmand S (2013) The effect of operational cutting parameters on Nitinol-60 in wire electrodischarge machining. Adv Mater Sci Eng 2013:1–6CrossRef Lotfi Neyestanak AA, Daneshmand S (2013) The effect of operational cutting parameters on Nitinol-60 in wire electrodischarge machining. Adv Mater Sci Eng 2013:1–6CrossRef
19.
go back to reference Hsieh SF, Chen SL, Lin HC, Lin MH, Chiou SY (2009) The machining characteristics and shape recoveryability of Ti–Ni–X (X ¼ Zr, Cr) ternary shape memory alloys using the wire electro-discharge machining. Int J Mach Tools Manuf 49:509–514CrossRef Hsieh SF, Chen SL, Lin HC, Lin MH, Chiou SY (2009) The machining characteristics and shape recoveryability of Ti–Ni–X (X ¼ Zr, Cr) ternary shape memory alloys using the wire electro-discharge machining. Int J Mach Tools Manuf 49:509–514CrossRef
20.
go back to reference Saha S, Pachon M, Ghoshal A, Schulz MJ (2004) Finite element modeling and optimization to prevent wire breakage in electro-discharge machining. Mech Res Commun 31:451–463CrossRef Saha S, Pachon M, Ghoshal A, Schulz MJ (2004) Finite element modeling and optimization to prevent wire breakage in electro-discharge machining. Mech Res Commun 31:451–463CrossRef
21.
go back to reference Han F, Cheng G, Feng Z, Isago S (2008) Thermo-mechanical analysis and optimal tension control of micro wire electrode. Int J Mach Tools Manuf 48:922–931CrossRef Han F, Cheng G, Feng Z, Isago S (2008) Thermo-mechanical analysis and optimal tension control of micro wire electrode. Int J Mach Tools Manuf 48:922–931CrossRef
22.
go back to reference Hou PJ, Guo YF, Sun LX, Deng GQ (2013) Simulation of temperature and thermal stress filed during reciprocating traveling WEDM of insulating ceramics. Proc CIRP 6:410–415CrossRef Hou PJ, Guo YF, Sun LX, Deng GQ (2013) Simulation of temperature and thermal stress filed during reciprocating traveling WEDM of insulating ceramics. Proc CIRP 6:410–415CrossRef
23.
go back to reference Kumar A, Bagal DK, Maity KP (2014) Numerical modeling of wire electrical discharge machining of super alloy Inconel 718. Process Eng 97:1512–1523 Kumar A, Bagal DK, Maity KP (2014) Numerical modeling of wire electrical discharge machining of super alloy Inconel 718. Process Eng 97:1512–1523
24.
go back to reference Giridharan A, Samuel GL (2015) Modeling and analysis of crater formation during wire electrical discharge turning (WEDT) process. Int J Adv Manuf Technol 77:1229–1247CrossRef Giridharan A, Samuel GL (2015) Modeling and analysis of crater formation during wire electrical discharge turning (WEDT) process. Int J Adv Manuf Technol 77:1229–1247CrossRef
25.
go back to reference Senkathir S, Sandeep KS (2018) Finite element modelling and machining using WEDM. IOP Conf Ser Mater Sci Eng 402:1–14CrossRef Senkathir S, Sandeep KS (2018) Finite element modelling and machining using WEDM. IOP Conf Ser Mater Sci Eng 402:1–14CrossRef
26.
go back to reference Najati Ilkhchi R, Shabgard M, Kabirinia F (2019) Numerical studying and experimental investigation: Effect of Reynolds number on performance measures of EDM with high speed flushing. J Manuf Process 48:228–235CrossRef Najati Ilkhchi R, Shabgard M, Kabirinia F (2019) Numerical studying and experimental investigation: Effect of Reynolds number on performance measures of EDM with high speed flushing. J Manuf Process 48:228–235CrossRef
27.
go back to reference Salonitis K, Stournaras A, Stavroupoulos P, Chryssolouris G (2009) Thermal modeling of the material removal rate and surface roughness for die-sinking EDM. Int J Adv Manuf Technol 40(3–4):316–323CrossRef Salonitis K, Stournaras A, Stavroupoulos P, Chryssolouris G (2009) Thermal modeling of the material removal rate and surface roughness for die-sinking EDM. Int J Adv Manuf Technol 40(3–4):316–323CrossRef
28.
go back to reference Shabgard M, Ahmadi R, Seyedzavvar M, Nadimi Bavil Oliaei S (2013) Mathematical and numerical modeling of the effect of input-parameters on the flushing efficiency of plasma channel in EDM process. Int J Mach Tools Manuf 65:79–87CrossRef Shabgard M, Ahmadi R, Seyedzavvar M, Nadimi Bavil Oliaei S (2013) Mathematical and numerical modeling of the effect of input-parameters on the flushing efficiency of plasma channel in EDM process. Int J Mach Tools Manuf 65:79–87CrossRef
29.
go back to reference White FM (2013) Fluid mechanics. 4th edn, University of Rhode Island, McGraw-Hill, p348 White FM (2013) Fluid mechanics. 4th edn, University of Rhode Island, McGraw-Hill, p348
30.
go back to reference Koch P (2008) Equivalent diameters of rectangular and oval ducts. Build Serv Eng 29(4):341–347CrossRef Koch P (2008) Equivalent diameters of rectangular and oval ducts. Build Serv Eng 29(4):341–347CrossRef
31.
go back to reference Stanford MK (2012) Thermophysical properties of 60-nitinol for mechanical component applications. NASA Cen. Aero. Inf., NASA/TM–216056. Stanford MK (2012) Thermophysical properties of 60-nitinol for mechanical component applications. NASA Cen. Aero. Inf., NASA/TM–216056.
32.
go back to reference Joshi SN, Pande SS (2011) Intelligent process modeling and optimization of die-sinking electric discharge machining. Appl Soft Comput 11:2743–2755CrossRef Joshi SN, Pande SS (2011) Intelligent process modeling and optimization of die-sinking electric discharge machining. Appl Soft Comput 11:2743–2755CrossRef
33.
go back to reference Jithin S, Raut A, Bhandarkar UV, Joshi SS (2018) FE modeling for single spark in EDM considering plasma flushing efficiency. Proc Manuf 26:617–628 Jithin S, Raut A, Bhandarkar UV, Joshi SS (2018) FE modeling for single spark in EDM considering plasma flushing efficiency. Proc Manuf 26:617–628
34.
go back to reference Apurba V, Roy K, Kumar K (2014) Effect and optimization of various machine process parameters on the surface roughness in EDM for an EN41 material using Grey-Taguchi. Proc Mater Sci 6:383–390CrossRef Apurba V, Roy K, Kumar K (2014) Effect and optimization of various machine process parameters on the surface roughness in EDM for an EN41 material using Grey-Taguchi. Proc Mater Sci 6:383–390CrossRef
35.
go back to reference Es-Souni M, Fischer-Brandies H (2002) On the properties of two binary NiTi shape memory alloys. Effects of surface finish on the corrosion behavior and in vitro biocompatibility. Biomaterial. 23(14):2887–2894CrossRef Es-Souni M, Fischer-Brandies H (2002) On the properties of two binary NiTi shape memory alloys. Effects of surface finish on the corrosion behavior and in vitro biocompatibility. Biomaterial. 23(14):2887–2894CrossRef
36.
go back to reference Kojima A, Natsu W, Kunieda M (2008) Spectroscopic measurement of arc plasma diameter in EDM. CIRP Ann Manuf Technol 57:203–207CrossRef Kojima A, Natsu W, Kunieda M (2008) Spectroscopic measurement of arc plasma diameter in EDM. CIRP Ann Manuf Technol 57:203–207CrossRef
Metadata
Title
Prediction of white layer formation in μ-WEDM process of NiTi shape memory superalloy: FEM with experimental verification
Authors
Reza Najati Ilkhchi
Samet Akar
Hassan Ali M. Meshri
Mirsadegh Seyedzavvar
Publication date
25-02-2021
Publisher
Springer London
Published in
The International Journal of Advanced Manufacturing Technology / Issue 9-10/2021
Print ISSN: 0268-3768
Electronic ISSN: 1433-3015
DOI
https://doi.org/10.1007/s00170-021-06796-y

Other articles of this Issue 9-10/2021

The International Journal of Advanced Manufacturing Technology 9-10/2021 Go to the issue

Premium Partners