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Multi response optimization of wire EDM operations using robust design of experiments

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Abstract

In this present study a multi response optimization method using Taguchi’s robust design approach is proposed for wire electrical discharge machining (WEDM) operations. Experimentation was planned as per Taguchi’s L16 orthogonal array. Each experiment has been performed under different cutting conditions of pulse on time, wire tension, delay time, wire feed speed, and ignition current intensity. Three responses namely material removal rate, surface roughness, and wire wear ratio have been considered for each experiment. The machining parameters are optimized with the multi response characteristics of the material removal rate, surface roughness, and wire wear ratio. Multi response S/N (MRSN) ratio was applied to measure the performance characteristics deviating from the actual value. Analysis of variance (ANOVA) is employed to identify the level of importance of the machining parameters on the multiple performance characteristics considered. Finally experimental confirmation was carried out to identify the effectiveness of this proposed method. A good improvement was obtained.

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References

  1. McGeough JA (1988) Advanced methods of machining. Chapman and Hall, London

  2. Spedding TA, Wang ZG (1997) Parametric optimization and surface characteristic of wire electrical discharge machining process. Precis Eng 20:5-15

    Article  Google Scholar 

  3. Charmilles Technologies (1999) WEDM Charmilles Technologies manuals, 205960/E/ 25.09.1, Robofil 290, Geneva, Switzerland

  4. Kozak J, Rajurkar KP, Wang SZ (1994) Material removal in WEDM of PCD Blanks. J Eng Ind 116:363–369

    Google Scholar 

  5. Spedding TA, Wang ZQ (1997) Study on modeling of wire EDM process. J Mater Process Technol 69:18–28

    Article  Google Scholar 

  6. Scott D, Bovina S, Rajurkar KP (1991) Analysis and optimization of parameter combinations in wire electrical discharge machining. Int J Prod Res 29(11):2189–2207

    MATH  Google Scholar 

  7. Dauw DF, Albert L (1992) About the evolution of tool wears performance in wire EDM. Ann CIRP 41(1):221–225

    Article  Google Scholar 

  8. Daniels ACM, Philps, Eindhoren (1976) NC wire spark erosion - a survey. Ann CIRP 25(2):521–525

    Google Scholar 

  9. Kinoshhita N, Fukui M, Gamo G (1976) Study on EDM with wire electrode; Gap phenomena. Ann CIRP 25(1):141–145

    Google Scholar 

  10. Tanimura T, Heuvelman CJ (1977) The properties of the servo gap sensor with spark-erosion machining. Ann CIRP 25(1):59–62

    Google Scholar 

  11. Kinoshhita N, Fukui M, Gamo G (1982) Control of wire –EDM preventing electrode from breaking. Ann CIRP 31(1):497–511

    Google Scholar 

  12. Tarng YS, Ma SC, Chung LK (1995) Determination of optimal cutting parameters in wire electrical discharge machining. Int J Mach Tools Manuf 35(12):1693–1701

    Article  Google Scholar 

  13. Hsue WJ, Liao YS, Lu SS (1999) Fundamental geometry analysis of wire electrical discharge machining in corner cutting. Int J Mach Tools Manuf 39:651–667

    Article  Google Scholar 

  14. Lin C-T, Chung I-F, Huang S-Y (2001) Improvement of machining accuracy by fuzzy logic at corner parts for wire-EDM. Fuzzy Sets Syst 122:499–511

    Article  Google Scholar 

  15. Qu J, Shih AJ, Scattergood RO (2002) Development of the cylindrical wire electrical discharge machining process, part 1: concept, design, and material removal rate. J Manuf Sci Eng 124:702–707

    Article  Google Scholar 

  16. Qu J, Shih AJ, Scattergood RO (2002) Development of the cylindrical wire electrical discharge machining process, part 2: concept, design, and material removal rate. J Manuf Sci Eng 124:708–714

    Article  Google Scholar 

  17. Gokler MI, Ozanozgu AM (2000) Experimental investigation of effects of cutting parameters on surface roughness in the WEDM process. Int J Mach Tools Manuf 40:1831–1848

    Article  Google Scholar 

  18. Puri AB, Bhattacharyya B (2003) An analysis and optimization of the geometrical inaccuracy due to wire lag phenomenon in WEDM. Int J Mach Tools Manuf 43:151–159

    Article  Google Scholar 

  19. Ramakrishnan R, Karunamoorthy L (2004) Surface roughness model for CNC wire electro discharge machining. J Manuf Technol Today 3(5):8–11

    Google Scholar 

  20. Ramakrishnan R, Karunamoorthy L, sudhesh R, Kayalvizhi C (2003) Parametric optimization of CNC wire cut EDM based on Taguchi methodology. Proc 6th International Conference on APORS – 2003, pp 579–590

  21. Ramasamy H, Blunt L (2002) 3D surface characterization of electro polished EDMed surface and quantitative assessment of process variables using Taguchi methodology. Int J Mach Tools Manuf 42:1129–1133

    Article  Google Scholar 

  22. Nian CY, Yang WH, Tarng YS (1999) Optimization of turning operations with multiple performance characteristics. J Mater Process Technol 95:90–96

    Article  Google Scholar 

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Ramakrishnan, R., Karunamoorthy, L. Multi response optimization of wire EDM operations using robust design of experiments. Int J Adv Manuf Technol 29, 105–112 (2006). https://doi.org/10.1007/s00170-004-2496-6

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  • DOI: https://doi.org/10.1007/s00170-004-2496-6

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