Combined quality loss (CQL) concept in WPCA-based Taguchi philosophy for optimization of multiple surface quality characteristics of UNS C34000 brass in cylindrical grinding

International Journal of Advanced Manufacturing Technology

Volumn 51, Issue 1-4, 2010, Pages 135-143

  Routara, Bharat Chandra ^a   Mohanty, Saumya Darsan ^b   Datta, Saurav ^b   Bandyopadhyay, Asish ^c   Mahapatra, Siba Sankar ^b  

^a KIIT UNIVERSITY   (India)

^b NATIONAL INSTITUTE OF TECHNOLOGY   (India)

^c JADAVPUR UNIVERSITY   (India)

Author keywords

Cylindrical grinding; Multi objective optimization; Taguchi method; Weighted principal component analysis (WPCA)

Indexed keywords

APPLICATION FEASIBILITY; CONFIRMATORY TEST; CYLINDRICAL GRINDING; LEADED BRASS; MULTI-OBJECTIVE OPTIMIZATION PROBLEM; MULTIPLE SURFACES; MULTIRESPONSE; MULTIRESPONSE OPTIMIZATION; OPTIMAL RESULTS; OPTIMAL SETTING; OVERALL QUALITY; PRINCIPAL COMPONENTS; PROCESS ENVIRONMENT; QUALITY ATTRIBUTES; QUALITY INDICES; QUALITY LOSS; SURFACE QUALITIES; TAGUCHI PHILOSOPHY; WEIGHTED PRINCIPAL COMPONENT ANALYSIS;

BRASS; FISH; GRINDING (COMMINUTION); GRINDING (MACHINING); MULTIOBJECTIVE OPTIMIZATION; QUALITY MANAGEMENT; TAGUCHI METHODS;

PRINCIPAL COMPONENT ANALYSIS;

EID: 78149471517     PISSN: 02683768     EISSN: 14333015     Source Type: Journal    
DOI: 10.1007/s00170-010-2599-1     Document Type: Article

References (24)

1. JS Kwak 2005 Application of Taguchi and response surface methodologies for geometric error in surface grinding process Int J of Mach Tools Manuf 45 327 334 10.1016/j.ijmachtools.2004.08.007
2. JS Kwak SB Sim YD Jeong 2006 An analysis of grinding power and surface roughness in external cylindrical grinding of hardened SCM440 steel using the response surface method Int J Mach Tools Manuf 46 304 312 10.1016/j.ijmachtools. 2005.05.019
3. S Shaji V Radhakrishnan 2003 Analysis of process parameters in surface grinding with graphite as lubricant-based on the Taguchi method J Mater Process Technol 141 51 59 10.1016/S0924-0136(02)01112-3
4. MN Dhavlikar MS Kulkarni V Mariappan 2003 Combined Taguchi and dual response method for optimization of a centerless grinding operation J Mater Process Technol 132 90 94 10.1016/S0924-0136(02)00271-6
5. RL Hecker SY Liang 2003 Predictive modelling of surface roughness in grinding Int J Mach Tools Manuf 43 755 761 10.1016/S0890-6955(03)00055-5
6. ZW Zhong ZF Peng N Liu 2007 Surface roughness characterization of thermally sprayed and precision machined WC-Co and alloy-625 coatings Mater Charact 58 997 1005 10.1016/j.matchar.2007.05.010
7. X Sun DJ Stephenson O Ohnishi A Baldwin 2006 An investigation into parallel and cross-grinding of BK7 glass Precision Engg 30 145 153 10.1016/j.precisioneng.2005.07.001
8. E Atzeni L Iuliano 2008 Experimental study on grinding of a sintered friction material J Mater Process Technol 196 184 189 10.1016/j.jmatprotec.2007. 05.037
9. TJ Choi N Subrahmanya H Li YC Shin 2008 Generalized practical models of cylindrical plunge grinding process Int J Mach Tools Manuf 48 61 72 10.1016/j.ijmachtools.2007.07.010
10. CH Liu A Chen CCA Chen YT Wang 2005 Grinding force control in an automatic surface finishing system J Mater Process Technol 170 367 373 10.1016/j.jmatprotec.2005.06.002
11. H Saglam F Unsacar S Yaldiz 2005 An experimental investigation as to the effect of cutting parameters on roundness error and surface roughness in cylindrical grinding Int J Prod Res 43 11 2309 2322 10.1080/00207540412331330110
12. Sahoo P (2005) Engineering tribology. Prentice Hall of India, New Delhi
13. S Datta A Bandyopadhyay PK Pal 2008 Grey-based Taguchi method for optimization of bead geometry in submerged arc bead-on-plate welding Int J Adv Manuf Technol 39 1136 1143 10.1007/s00170-007-1283-6
14. S Datta A Bandyopadhyay PK Pal 2006 Desirability function approach for solving multi-objective optimization problem in submerged arc welding Int J Manuf Sci Prod 7 2 127 135
15. P Kumar PB Barua JL Gaindhar 2000 Quality optimization (multi-characteristics) through Taguchi's technique and utility concept Qual Reliab Engg Int 16 475 485 10.1002/1099-1638(200011/12)16:6<475::AID- QRE342>3.0.CO;2-0
16. RS Walia HS Shan P Kumar 2006 Multi-response optimization of CFAAFM process through Taguchi method and utility concept Mater Manuf Process 21 907 914 10.1080/10426910600837814
17. Mohanty SD, Datta, S, Mahapatra SS, Majumdar G (2009) Application of an integrated multi-objective optimization methodology in Flux Core Arc Welding (FCAW). Weld India 2009-10, National Welding Seminar NWS 2009-10, Organized by Indian Institute of Welding to be held on December 10-13, 2009 at Park Hotel, Kolkata
18. L Hung-Chang 2006 Multi-response optimization using weighted principal component Int J Adv Manuf Technol 27 720 725 10.1007/s00170-004-2248-7
19. S Datta G Nandi A Bandyopadhyay PK Pal 2009 Application of PCA-based hybrid Taguchi method for multi-criteria optimization of submerged arc weld: a case study Int J Adv Manuf Technol 45 3-4 276 286 10.1007/s00170-009-1976-0
20. J Antony F Antony 2001 Teaching the Taguchi method to industrial engineers Work Study 50 4 141 149 10.1108/00438020110391873
21. Wu Ful-Chiang 2005 Optimization of correlated multiple quality characteristics using desirability function Qual Eng 17 1 119 126
22. Huang MS, Lin T-Y (2008) Simulation of a regression-model and PCA-based searching method developed for setting the robust injection molding parameters of multi-quality characteristics. Int J Heat and Mass Transf. doi: 10.1016/j.ijheatmasstransfer.2008.05.016
23. Oberg E, Jones FD, Horton HL, Ryffel HH (2000) Machinery's hand book. Industrial, New York
24. Peace GS (1993) Taguchi methods-a hands-on approach. Addison-Wesley, Massachusetts