Application of grey fuzzy logic for the optimization of drilling parameters for CFRP composites with multiple performance characteristics

Measurement: Journal of the International Measurement Confederation

Volumn 45, Issue 5, 2012, Pages 1286-1296

  Krishnamoorthy, A ^a   Rajendra Boopathy, S ^b   Palanikumar, K ^c   Paulo Davim, J ^d  

^a SATHYABAMA UNIVERSITY   (India)

^b ANNA UNIVERSITY   (India)

^c SRI SAIRAM INSTITUTE OF TECHNOLOGY   (India)

^d UNIVERSITY OF AVEIRO   (Portugal)

Author keywords

ANOVA; CFRP composites; Drilling; Grey fuzzy; Grey relational analysis; Optimization

Indexed keywords

CFRP COMPOSITES; DIFFERENT STRUCTURE; DRILLING PARAMETERS; FEED-RATES; FUZZY OPTIMIZATION; GREY FUZZY; GREY RELATIONAL ANALYSIS; INFLUENTIAL FACTORS; OPTIMAL COMBINATION; ORTHOGONAL ARRAY; OUTPUT PERFORMANCE; PERFORMANCE CHARACTERISTICS; POTENTIAL APPLICATIONS; TAGUCHI; THRUST FORCES;

ANALYSIS OF VARIANCE (ANOVA); CARBON FIBERS; DELAMINATION; DRILLING; FUZZY LOGIC; INFORMATION THEORY;

OPTIMIZATION;

EID: 84859164880     PISSN: 02632241     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.measurement.2012.01.008     Document Type: Article

References (38)

1. C.C. Tsao, and H. Hocheng Parametric study on thrust force of core drill Journal of Material Processing and Technology 192-193 2007 37 40
2. H. Hocheng, and C.C. Tsao The path towards delamination-free drilling of composite materials Journal of Materials Processing Technology 167 2005 251 264
3. H. Hocheng, and C.C. Tsao Comprehensive analysis of delamination in drilling of composite materials with various drill bits Journal of Material Processing Technology 140 2003 335 339
4. S.C. Lin, and I.K. Chen Drilling carbon fiber-reinforced composite material at high speed Wear 194 1996 156 162
5. K. Palanikumar Modeling and analysis for surface roughness in machining glass fibre reinforced plastics using response surface methodology Materials and Design 28 2007 2611 2618
6. K. Palanikumar Application of Taguchi and response surface methodologies for surface roughness in machining glass fiber reinforced plastics by PCD tooling International Journal of Advanced Manufacturing Technology 36 2008 19 27
7. A. Krishnamoorthy, S. Rajendra Boopathy, and K. Palanikumar Delamination analysis in drilling of CFRP composites using response surface methodology Journal of Composite Materials 43 2009 2885 2902
8. N. Tosun Determination of optimum parameters for multi-performance characteristics in drilling by using grey relational analysis The International Journal of Advanced Manufacturing Technology 28 2006 450 455
9. A. Noorul Haq, P. Marimuthu, and R. Jeyapaul Multi response optimization of machining parameters of drilling Al/SiC metal matrix composite using grey relational analysis in the Taguchi method The International Journal of Advanced Manufacturing Technology 37 2008 250 255
10. Mustafa. Kurt, Eyup. Bagci, and Yusuf. Kaynak Application of Taguchi methods in the optimization of cutting parameters for surface finish and hole diameter accuracy in dry drilling processes The International Journal of Advanced Manufacturing Technology 40 2009 458 469
11. C.L. Lin, J.L. Lin, T.C. Ko, Optimisation of the EDM process based on the orthogonal array with fuzzy logic and grey relational analysis method, The International Journal of Advanced Manufacturing Technology 19(4) 271-277. doi: 10.1007/s001700200034.
12. Yan-Cherng Lin, and Ho-Shiun Lee Optimization of machining parameters using magnetic-force-assisted EDM based on gray relational analysis The International Journal of Advanced Manufacturing Technology 42 2009 1052 1064
13. Saurav Datta, Asish Bandyopadhyay, and Pradip Kumar Pal Solving multi-criteria optimization problem in submerged arc welding consuming a mixture of fresh flux and fused slag The International Journal of Advanced Manufacturing Technology 35 2007 935 942
14. Saurav Datta, Asish Bandyopadhyay, and Pradip Kumar Pal Grey-based Taguchi method for optimization of bead geometry in submerged arc bead-on-plate welding The International Journal of Advanced Manufacturing Technology 39 2008 1136 1143
15. Sukhomay Pal, Santosh K. Malviya, Surjya K. Pal, and Arun K. Samantaray Optimization of quality characteristics parameters in a pulsed metal inert gas welding process using grey-based Taguchi method The International Journal of Advanced Manufacturing Technology 44 2009 1250 1260
16. N. Tosun, and H. Pihtili Gray relational analysis of performance characteristics in MQL milling of 7075 Al alloy The International Journal of Advanced Manufacturing Technology 46 2010 509 515
17. Chang. Ching-Kao, and H.S. Lu The optimal cutting-parameter selection of heavy cutting process in side milling for SUS304 stainless steel The International Journal of Advanced Manufacturing Technology 34 2007 440 447
18. Ching-Kao Chang, and H.S. Lu Design optimization of cutting parameters for side milling operations with multiple performance characteristics The International Journal of Advanced Manufacturing Technology 32 2007 18 26
19. K. Palanikumar, L. Karunamoorthy, and R. Karthikeyan Multiple performance optimization of machining parameters on the machining of GFRP composites using carbide (K10) tool Journal of Materials and Manufacturing Processes 21 2006 846 852
20. F.C. Wu Optimising robust design for correlated quality characteristics The International Journal of Advanced Manufacturing Technology 24 2004 1 8
21. J.L. Deng Control problems of grey systems Systems & Control Letters 5 1982 288 294
22. J.L. Deng Introduction to grey system Journal of Grey System 1 1989 1 24
23. P. Asokan, R. Ravi Kumar, R. Jeyapaul, and M. Santhi Development of multi-objective optimization models for electrochemical machining process The International Journal of Advanced Manufacturing Technology 39 2008 55 63
24. Ko-Ta Chiang, Nun-Ming Liu, and Chih-Chung Chou Machining parameters optimization on the die casting process of magnesium alloy using the grey-based fuzzy algorithm The International Journal of Advanced Manufacturing Technology 38 2008 229 237
25. Nun-Ming Liu, Jenn-Tsong Horng, and Ko-Ta Chiang The method of grey-fuzzy logic for optimizing multi-response problems during the manufacturing process: a case study of the light guide plate printing process The International Journal of Advanced Manufacturing Technology 41 2009 200 210
26. C.Y. Hsu, C.S. Chen, and C.C. Tsao Free abrasive wire saw machining of ceramics The International Journal of Advanced Manufacturing Technology 40 2009 503 511
27. Bala Murugan Gopalsamy, Biswanath Mondal, and Sukamal Ghosh Optimisation of machining parameters for hard machining: grey relational theory approach and ANOVA The International Journal of Advanced Manufacturing Technology 45 2009 1068 1086
28. P.S. Kao Kao, and H. Hocheng Optimization of electrochemical polishing of stainless steel by grey relational analysis Journal of Materials Processing Technology 140 2003 255 259
29. Y.F. Hsiao, Y.S. Tarng, and W.J. Huang Optimization pf plasma arc welding parameters by using the Taguchi method with the grey relational analysis Materials and Manufacturing Processes 23 2008 51 58
30. C.P. Fung Manufacturing process optimization for wear property of fiber-reinforced polybutylene terephthalate composites with grey relational analysis Wear 254 2003 298 306
31. Anil Kumar, S. Maheshwari, C. Sharma, and Naveen Beri A study of multiobjective parametric optimization of silicon abrasive mixed electrical discharge machining of tool steel Materials and Manufacturing Processes 25 2010 1041 1047
32. J.L. Lin, and C.L. Lin The use of orthogonal array with grey relational analysis to optimize the electrical discharge machining process with multiple performance characteristics International Journal of Machine Tools and Manufacture 42 2002 237 244
33. J.L. Deng The Essential Methods of Grey Systems 1992 Huazhong University of Science and Technology Press Wuhan
34. Yiyo Kuo, Taho Yang, and Guan-Wei Huang The use of a grey-based Taguchi method for optimizing multi-response simulation problems Engineering Optimization 23 2008 51 58
35. Sundaravel Vijayan, R. Raju, and S.R.K. Rao Multiobjective optimization of friction stir welding process parameters on aluminium alloy AA 5083 using Taguchi-based grey relational analysis Materials and Manufacturing Processes 25 2010 1206 1212
36. Ulas Caydas, and Ahmet Hascal Caydas Use of the grey relational analysis to determine optimum laser cutting parameters with multi-performance characteristics Optics and Laser Technology 40 2008 987 994
37. L. Zadeh Fuzzy sets Information Control 8 1965 338 353
38. H. Siddhi Jailani, A. Rajadurai, B. Mohan, A. Senthil Kumar, and T. Sornakumar Multi-response optimisation of sintering parameters of Al-Si alloy/fly ash composite using Taguchi method and grey relational analysis The International Journal of Advanced Manufacturing Technology 45 2009 362 369