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Development of specific cutting energy map for sustainable turning: a study of Al 6061 T6 from conventional to high cutting speeds

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Abstract

This study presents the development of a novel Specific Cutting Energy (SCE) based process map for turning of Al 6061 T6 alloy from conventional to high-speed machining range. The newly developed SCE map for turning process was compared with already published SCE maps for orthogonal machining. The comparison of maps revealed that SCE consumption trends observed in turning process are similar to those observed in orthogonal machining. Low values of SCE were observed at high cutting speeds and high feed rates that demonstrate the benefit of high-speed machining. Similar to the orthogonal machining SCE map, a high energy consumption zone named as “avoidance zone” was observed at high cutting speeds and low feed rates. Surface roughness analysis performed in the avoidance zone established the presence of built-up-edge on cutting inserts that not only resulted in high energy consumption but also deteriorated the surface finish of the machined part. Furthermore, statistical analysis of experimental data also revealed the significant effect of tool nose radius on SCE consumption in high-speed machining range. This significance of tool nose radius for SCE consumption has not been reported earlier in literature.

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Abbreviations

BUE:

Built-up edge (μm)

CPU:

Central processing unit

OM:

Orthogonal machining

SPT:

Single-point turning

CM:

Cutting mode

f :

Cutting feed (mm/rev)

SCE:

Specific cutting energy (J/mm3)

v :

Cutting speed (m/min)

References

  1. Shi KN, Liu N, Wang SB, Ren JX, Yuan Y (2019) Experimental and theoretical investigation of milling tool selection towards energy-efficient process planning in discrete parts manufacturing. Int J Adv Manuf Technol (1)

  2. Yoon HS, Kim ES, Kim MS, Lee JY, Lee GB, Ahn SH (2015) Towards greener machine tools - a review on energy saving strategies and technologies. Renew Sustain Energy Rev 48:870–891

    Article  Google Scholar 

  3. Dahmus JB, Gutowski TG (2004) An environmental analysis of machining. In: ASME International Mechanical Engineering Congress and RD&D Expo, pp 1–10

    Google Scholar 

  4. Warsi SS, Jaffery SHI, Ahmad R, Khan M, Agha MH, Ali L (2018) Development and analysis of energy consumption map for high-speed machining of Al 6061-T6 alloy. Int J Adv Manuf Technol 96(1–4):91–102

    Article  Google Scholar 

  5. Yoon H, Lee J, Kim H, Kim M, Kim E, Shin Y (2014) A comparison of energy consumption in bulk forming , subtractive , and additive processes : review and case study. Int J Precis Eng Manuf Technol 1(3):261–279

    Article  Google Scholar 

  6. Campatelli G, Lorenzini L, Scippa A (2014) Optimization of process parameters using a response surface method for minimizing power consumption in the milling of carbon steel. J Clean Prod 66:309–316

    Article  Google Scholar 

  7. Groover M (2010) Fundamentals of modern manufacturing: materials, processes, and systems, 4th edn. Wiley

  8. Sarwar M, Persson M, Hellbergh H, Haider J (2009) Measurement of specific cutting energy for evaluating the efficiency of bandsawing different workpiece materials. Int J Mach Tools Manuf 49(12–13):958–965

    Article  Google Scholar 

  9. Warsi SS et al (2017) Development of energy consumption map for orthogonal machining of Al 6061-T6 alloy. Proc Inst Mech Eng B J Eng Manuf

  10. Chetan SG, Rao PV (2018) Specific cutting energy modeling for turning nickel-based Nimonic 90 alloy under MQL condition. Int J Mech Sci 146–147:25–38

    Article  Google Scholar 

  11. Yao Y, Zhu H, Huang C, Wang J, Zhang P, Yao P (2019) On the relations between the specific cutting energy and surface generation in micro-milling of maraging steel. Int J Adv Manuf Technol

  12. Draganescu F, Gheorghe M, Doicin C (2003) Models of machine tool efficiency and specific consumed energy. J Mater Process Technol 141(September 2002):9–15

    Article  Google Scholar 

  13. Pawade RS, Sonawane HA, Joshi SS (2009) An analytical model to predict specific shear energy in high-speed turning of Inconel 718. Int J Mach Tools Manuf 49(12–13):979–990

    Article  Google Scholar 

  14. Balogun VA, Mativenga PT (2014) Impact of un-deformed chip thickness on specific energy in mechanical machining processes. J Clean Prod 69:260–268

    Article  Google Scholar 

  15. Edem IF, Balogun VA (2017) Sustainability analyses of cutting edge radius on specific cutting energy and surface finish in side milling processes. Int J Adv Manuf Technol:1–11

  16. Zhu Z et al (2019) Specific cutting energy index (SCEI)-based process signature for high-performance milling of hardened steel. Int J Adv Manuf Technol 103(1–4)

    Article  Google Scholar 

  17. Warsi SS, Agha MH, Ahmad R, Jaffery SHI, Khan M (2018) Sustainable turning using multi-objective optimization: a study of Al 6061 T6 at high cutting speeds. Int J Adv Manuf Technol 100(1–4):843–855

    Google Scholar 

  18. Liu Z, Sun D, Lin C, Zhao X, Yang Y (2016) Multi-objective optimization of the operating conditions in a cutting process based on low carbon emission costs. J Clean Prod 124:266–275

    Article  Google Scholar 

  19. Bhattacharya A, Das S, Majumder P, Batish A (2008) Estimating the effect of cutting parameters on surface finish and power consumption during high speed machining of AISI 1045 steel using Taguchi design and ANOVA. Prod Eng 3(1):31–40

    Article  Google Scholar 

  20. Bhushan RK (2013) Optimization of cutting parameters for minimizing power consumption and maximizing tool life during machining of Al alloy SiC particle composites. J Clean Prod 39:242–254

    Article  Google Scholar 

  21. Kosaraju S, Chandraker S (2015) Taguchi analysis on cutting force and surface roughness in turning MDN350 steel. Mater Today Proc 2(4–5):3388–3393

    Article  Google Scholar 

  22. Jaffery SI, Mativenga PT (Sep. 2009) Study of the use of wear maps for assessing machining performance. Proc Inst Mech Eng B J Eng Manuf 223(9):1097–1105

    Article  Google Scholar 

  23. Lee K, Dornfeld DA (2005) Micro-burr formation and minimization through process control. Precis Eng 29(2):246–252

    Article  Google Scholar 

  24. Min S, Kim J, Dornfeld DA (2001) Development of a drilling burr control chart for low alloy steel, AISI 4118. J Mater Process Technol 113(1–3):4–9

    Article  Google Scholar 

  25. Black JT, Kohser RA (2008) DeGarmo’s materials and processes in manufacturing, 10th edn. Wiley

  26. Herbert Schulz TM (1992) High-speed machining. CIRP Ann Manuf Technol 41(2):637–643

    Article  Google Scholar 

  27. Sandvik Coromant (2015) Turning tools catalogue

    Google Scholar 

  28. ISO 3685 (1993) ISO 3685: Tool-life testing with single-point turning tools

  29. Kara S, Li W (2011) Unit process energy consumption models for material removal processes. CIRP Ann Manuf Technol 60(1):37–40

    Article  Google Scholar 

  30. Aggarwal A, Singh H, Kumar P, Singh M (2008) Optimizing power consumption for CNC turned parts using response surface methodology and Taguchi’s technique—a comparative analysis. J Mater Process Technol 200(1–3):373–384

    Article  Google Scholar 

  31. Li W, Kara S (2011) An empirical model for predicting energy consumption of manufacturing processes: a case of turning process. Proc Inst Mech Eng B J Eng Manuf 225(9):1636–1646

    Article  Google Scholar 

  32. Avram OI, Xirouchakis P (2011) Evaluating the use phase energy requirements of a machine tool system. J Clean Prod 19(6–7):699–711

    Article  Google Scholar 

  33. Shaw MC (2005) Metal cutting principles, 2nd edn. Oxford University Press

  34. Xu D, Feng P, Li W, Ma Y, Liu B (2014) Research on chip formation parameters of aluminum alloy 6061-T6 based on high-speed orthogonal cutting model. Int J Adv Manuf Technol 72(5–8):955–962

    Article  Google Scholar 

  35. Flom DG (1985) High-speed machining. In: Bruggeman G, Weiss V (eds) Innovations in materials processing. Plenum Press, New York, pp 417–439

    Chapter  Google Scholar 

  36. Flom DG, Komanduri R, Lee M (1984) High-speed machining of metals. Annu Rev Mater Sci 14:231–278

    Article  Google Scholar 

  37. Jaffery S, Mativenga P (2009) Assessment of the machinability of Ti-6Al-4V alloy using the wear map approach. Int J Adv Manuf Technol 40:687–696

    Article  Google Scholar 

  38. Jaffery S, Mativenga P (2012) Wear mechanisms analysis for turning Ti-6Al-4V—towards the development of suitable tool coatings. Int J Adv Manuf Technol 59:479–493

    Article  Google Scholar 

  39. Kalpakjian S, Schmid SR (2013) Manufacturing engineering and technology. Pearson Education Limited

  40. Demir H, Gunduz S (2009) The effects of aging on machinability of 6061 aluminium alloy. Mater Des 30(5):1480–1483

    Article  Google Scholar 

  41. Hanafi I, Khamlichi A, Cabrera FM, Almansa E, Jabbouri A (2012) Optimization of cutting conditions for sustainable machining of PEEK-CF30 using TiN tools. J Clean Prod 33:1–9

    Article  Google Scholar 

  42. Trent E, Wright P (2000) Metal cutting

    Book  Google Scholar 

Download references

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Correspondence to Salman Sagheer Warsi.

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Warsi, S.S., Ahmad, R., Jaffery, S.H.I. et al. Development of specific cutting energy map for sustainable turning: a study of Al 6061 T6 from conventional to high cutting speeds. Int J Adv Manuf Technol 106, 2949–2960 (2020). https://doi.org/10.1007/s00170-019-04836-2

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