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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

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Abstract

The present paper outlines an experimental study to investigate the effects of cutting parameters on finish and power consumption by employing Taguchi techniques. The high speed machining of AISI 1045 using coated carbide tools was investigated. A combined technique using orthogonal array and analysis of variance was employed to investigate the contribution and effects of cutting speed, feed rate and depth of cut on three surface roughness parameters and power consumption. The results showed a significant effect of cutting speed on the surface roughness and power consumption, while the other parameters did not substantially affect the responses. Thereafter, optimal cutting parameters were obtained.

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References

  1. Tugrul Ö (2007) Karpat Yigit, Figueira Luís, Davim J Paulo. Modeling of surface finish and tool flank wear in turning AISI D2 steel with ceramic wiper inserts. J Mater Process Technol 189(1–3):192–198. doi:10.1016/j.jmatprotec.2007.01.021

    Google Scholar 

  2. Dhar NR, Paul S, Chattopadhyay AB (2001) The influence of cryogenic cooling on tool wear, dimensional accuracy and surface finish in turning AISI 1040 and E4340 steels. Wear 249(10–11):932–942. doi:10.1016/S0043-1648(01)00825-0

    Article  Google Scholar 

  3. Dhar NR, Paul S, Chattopadhyay AB (2002) Machining of AISI 4140 steel under cryogenic cooling—tool wear, surface roughness and dimensional deviation. J Mater Process Technol 123(3):483–489. doi:10.1016/S0924-0136(02)00134-6

    Article  Google Scholar 

  4. Dhar NR, Kamruzzaman M (2007) Cutting temperature, tool wear, surface roughness and dimensional deviation in turning AISI 4037 steel under cryogenic condition. Int J Mach Tools Manuf 47(5):754–759. doi:10.1016/j.ijmachtools.2006.09.018

    Article  Google Scholar 

  5. Choudhury SK, Bajpai JB (2005) Investigation in orthogonal turn-milling towards better surface finish. J Mater Process Technol 170(3):487–493. doi:10.1016/j.jmatprotec.2004.12.010

    Article  Google Scholar 

  6. Gillibrand D, Sarwar M, Pierce CT (1996) The economic benefit of finish turning with coated carbide. J Surf Coat Technol 86–87(2):809–813. doi:10.1016/S0257-8972(96)03059-9

    Article  Google Scholar 

  7. Sundaram RM, Lambert BK (1979) Surface roughness variability of AISI 4140 steel in fine turning using carbide tools. Int J Prod Res 17:249–258. doi:10.1080/00207547908919612

    Article  Google Scholar 

  8. Tonshoff HK, Wobker HG, Brandt D (1995) Hard turning—influence on the workpiece properties. Trans NAMRI/SME 23:215–220

    Google Scholar 

  9. Tonshoff HK, Wobker HG, Brandt D (1996) Tool wear and surface integrity in hard turning. J Prod Eng 3(1):19–24

    Google Scholar 

  10. Abaro AM, Apinwall DK, Wise MLH (1995) Tool life and workpiece surface integrity evaluations when machining hardened AISI H13 and AISI E52100 Steels with conventional ceramic and PCBN tool materials. SME technical paper, pp 159

  11. Noordin MY, Venkatesh VC, Chan CL, Abduallah A (2001) Performance evaluation of cemented carbide tools in turning AISI 1010 steel. J Mater Process Technol 116:16–21. doi:10.1016/S0924-0136(01)00838-X

    Article  Google Scholar 

  12. Luk WK, Scrutton RF (1986) The origin of groove wear in the turning operation. Int J Prod Res 6:197–206. doi:10.1080/00207546708929780

    Article  Google Scholar 

  13. Trent EM, Wright Paul K Metal Cutting. Butterworth Heinemann, New York

  14. Ross PJ. Taguchi techniques for quality engineering. McGraw-Hill, New York

  15. Yang WH, Tarng YS (1998) Design optimization of cutting parameters for turning operations based on the Taguchi method. J Mater Process Technol 84:122–129. doi:10.1016/S0924-0136(98)00079-X

    Article  Google Scholar 

  16. Nian CY, Yang WH, Tarng YS (1999) Optimization of turning operations with multiple performance characteristics. J Mater Process Technol 95:90–96. doi:10.1016/S0924-0136(99)00271-X

    Article  Google Scholar 

  17. Davim JP (2003) Design optimization of cutting parameters for turning metal matrix composites based on the orthogonal arrays. J Mater Process Technol 132:340–344. doi:10.1016/S0924-0136(02)00946-9

    Article  Google Scholar 

  18. Nalbant M, Gökkaya H, Sur G (2007) Application of Taguchi method in the optimization of cutting parameters for surface roughness in turning. J Mater Des 28(4):1379–1385

    Google Scholar 

  19. Ersan A, Necip C, Burak B (2007) Design optimization of cutting parameters when turning hardened AISI 4140 steel (63 HRC) with Al2O3 + TiCN mixed ceramic tool. J Mater Des 28(5):1618–1622

    Google Scholar 

  20. Davim J (2007) Paulo, Figueira Luís Machinability evaluation in hard turning of cold work tool steel (D2) with ceramic tools using statistical techniques. J Mater Des 28(4):1186–1191

    Google Scholar 

  21. Aman A, Hari S, Pradeep Kumar, Manmohan S. Optimizing power consumption for CNC turned parts using response surface methodology and Taguchi’s technique—a comparative analysis”, J Material Process Technol, 2007, online

  22. Faleh A (2005) Al-Sulaiman M, Baseer A, Sheikh Anwar K “Use of electrical power for online monitoring of tool condition. J Mater Process Technol 20:364–371

    Google Scholar 

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Authors and Affiliations

  1. Mechanical Engineering Department, Thapar University, Patiala, 147004, Punjab, India

    Anirban Bhattacharya & Ajay Batish

  2. Mechanical Engineering Department, Kalyani Government Engineering College, Kalyani, 741235, West Bengal, India

    Santanu Das & P. Majumder

Authors
  1. Anirban Bhattacharya
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  2. Santanu Das
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  3. P. Majumder
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  4. Ajay Batish
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Correspondence to Anirban Bhattacharya.

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Bhattacharya, A., Das, S., Majumder, P. et al. 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. Res. Devel. 3, 31–40 (2009). https://doi.org/10.1007/s11740-008-0132-2

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  • DOI: https://doi.org/10.1007/s11740-008-0132-2

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