Data mining and Taguchi method combination applied to the selection of discharge factors and the best interactive factor combination under multiple quality properties

International Journal of Advanced Manufacturing Technology

Volumn 31, Issue 1-2, 2006, Pages 164-174

  Chang, Ting Cheng ^a   Tsai, Feng Che ^b   Ke, Jiuan Hung ^b  

^a LING TUNG UNIVERSITY   (Taiwan)

^b NATIONAL CENTRAL UNIVERSITY   (Taiwan)

Author keywords

Data mining; Discernibility matrix; Electrical discharge machining; K means; Rough set; Taguchi method

Indexed keywords

DATA MINING; ELECTRIC ACCIDENTS; ELECTRIC DISCHARGE MACHINING; SIGNAL TO NOISE RATIO;

DISCERNIBILITY MATRIX; K-MEANS; MATERIAL REMOVAL RATE (MRR)); TAGUCHI METHOD;

QUALITY CONTROL;

EID: 33750354603     PISSN: 02683768     EISSN: 14333015     Source Type: Journal    
DOI: 10.1007/s00170-005-0180-0     Document Type: Article

References (11)

1. Osyczka J, Zimny J, Zajac M, Bielut M (1982) An approrthogonal arraych to identification and multicriterion optimization of EDM process. Proc 23rd Int Mach Tool Des Res Conf, pp 291-296
2. Poluyanov VS (1995) On effects of electrode-tools shape on optimum electrical conditions of EDM roughing of cavities and holes. Proc International Symposium for Electro-Machining (ISEM-11), Lausanne, Switzerland, pp 191-200
3. Lin JL, Wang KS, Yan BH, Tarng YS (2000) Optimization of the electrical discharge machining process based on the Taguchi method with fuzzy logics. J Mater Process Technol 102(1-3):48-55
4. Lin CL, Chou WD, Lin JL (2001) Optimization of the electrical discharge machining process bassed on the Taguchi method with fuzzy logics. J Sci Technol 10(2):119-127
5. Lin JL, Lin CL (2002) The use of the orthogonal array with grey relational analysis to optimize the electrical discharge machining process with multiple performance characteristics. Int J Mach Tool Manuf 42(2):237-244
6. Lin JL, Wang KS, Yan BH, Tarng YS (1999) Grey-based Taguchi method for optimizing the multi-response process. J Grey Syst 11(3):257-277
7. Lin JL, Wang KS, Yan BH, Tarng YS (1998) Optimization of the Multi-Response Process by the Taguchi method with grey relational analysis. J Grey Syst 10(4):355-370
8. Alsabti K, Ranka S, Singh V (1997) PPS/SPDP Workshop on High Performance Data Mining. An Efficient K-Means Clustering Algorithm
9. Pawlak Z (1982) Rough set. Int J Inf Comput Sci 11(5):341-356
10. Skowron A, Rauszer A (1992) The discernibility matrices and functions in information systems. In: Slowinski R (ed.): Intelligent decision support. Handbook of applications and advances of the rough sets theory. Kluwer, Dordrecht, pp 331-362
11. Walczak B, Massart DL (1999) Rough sets theory. Chemometr Intell Lab Syst 47:1-16