Fuzzy modeling and simulation of ultrasonic drilling of porcelain ceramic with hollow stainless steel tools

Materials and Manufacturing Processes

Volumn 24, Issue 4, 2009, Pages 468-475

  Singh, Jagdev ^a   Gill, Simranpreet Singh ^a  

^a BEANT COLLEGE OF ENGINEERING AND TECHNOLOGY   (India)

Author keywords

Adaptive Neuro Fuzzy Inference System (ANFIS); Ceramic; Fuzzy logic; Linguistic variables; Material removal rate; MATLAB; Membership Function; MISO model; Modeling and simulation; Penetration rate; Porcelain ceramic; Silicon carbide slurry; Silver brazing

Indexed keywords

BRAZING; CERAMIC TOOLS; COMPUTATIONAL LINGUISTICS; FUZZY SETS; LINGUISTICS; MATLAB; MEMBERSHIP FUNCTIONS; PORCELAIN; PROCESS ENGINEERING; SILICON CARBIDE; SILVER; STAINLESS STEEL; ULTRASONIC APPLICATIONS; ULTRASONICS;

ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM (ANFIS); CERAMIC; FUZZY LOGIC; LINGUISTIC VARIABLES; MATERIAL REMOVAL RATE; MISO MODEL; MODELING AND SIMULATION; PENETRATION RATE; SILICON CARBIDE SLURRY;

FUZZY INFERENCE;

EID: 61449131556     PISSN: 10426914     EISSN: 15322475     Source Type: Journal    
DOI: 10.1080/10426910802714407     Document Type: Article

References (25)

1. Li, Z.C.; Jiao, Y.; Deines, T.W.; Pei, Z.J.; Treadwell, C. Rotary ultrasonic machining of ceramic matrix composites: feasibility study and designed experiments. International Journal of Machine Tools and Manufacture 2005, 45, 1402-1411.
2. Guzzo, P.L.; Shinohara, A.H.; Raslan, A.A. A comparative study on ultrasonic machining of hard and brittle materials. Journal of Brazil Society of Mechanical Science and Engineering 2004, 26 (1), 56-61.
3. Singh, R.; Khamba, J.S. Ultrasonic machining of titanium and its alloys: A review. Journal of Materials Processing Technology 2006, 175(2), 125-1125.
4. Kramer, D. Ultrasonically assisted machining. Mech. Ind. Mater. 1995, 48, 15-21.
5. Thoe, T.B.; Aspinwall, D.K.; Wise, M.L.H. Review on ultrasonic machining. International Journal of Machine Tools and Manufacture 1998, 38 (4), 239-255.
6. Kohls, J.B. Ultrasonic-manufacturing process: ultrasonic machining (USM) and ultrasonic impact grinding (USIG). Carbide Tool Journal 1984, 16 (5), 12-15.
7. Drozda, T.J.; Wick, C. Non-traditional machining. In Book Chapter 29: Tool and Manufacturing Engineers Handbook; Desk, Ed.; Society of Manufacturing Engineers: Dearborn MI, 1983; Vol. 1, 1-23, ISBN No. 0872633519.
8. Nishimura, G. Ultrasonic machining, Part I. J. Fac. Eng. Tokyo Univ. 1954, 24 (3), 65-100.
9. Neppiras, E.A. Report on ultrasonic machining. Metalwork. Prod. 100 1956 1283-1288, 1333-1336, 1377-1382, 1420-1424, 1464-1468, 1554-1560, 1599-1604.
10. Rozenberg, L.D.; Kazantsev, V.F. Ultrasonic Cutting; Consultants Bureau: New York, 1964.
11. Weller, E.J. Non-Traditional Machining Processes, 2nd Ed.; Society of Manufacturing Engineers: Princeton, NJ, USA, 1984; 15-71.
12. Fairer, J.O. English Patent No. 602801 from 3 June 1948-USM.
13. Benedict Gary, F. Book on Non Traditional Manufacturing Processes; Marcel Dekker, Inc.: New York, 1987; 67-86 [Chapter 6].
14. Kennedy, D.C.; Grieve, R.J. Ultrasonic machining-A review. Production Engineering 1975, 54 (9), 481-486.
15. Singha, R.; Khamba, J.S. Comparison of slurry effect on machining characteristics of titanium in ultrasonic drilling. Journal of Materials Processing Technology 2008, 197, 200-205.
16. Moreland, M.A. Ultrasonic machining. In Ceramics and Glasses; Schneider, J., Samuel, Eds.; Engineering Material Handbook, ASM International: 1991; Vol. 4, 359-362, ISBN 0871702827.
17. Kitajima, K.; Cai, G.Q. Study on mechanism of ceramics grinding. Annals of CIRP 1992, 41, 367-371.
18. Tsutsumi, C.; Okano, K.; Suto, T. High quality machining of ceramics. Journal of Materials Processing Technology 1993, 37, 639-654.
19. Inasaki, I. High-efficiency grinding of advanced ceramics. Annals of CIRP 1986, 35 (1), 211-214.
20. Jahanmir, S.; Ives, L.K.; Ruff, A.W.; Peterson, M.B. Ceramic machining: assessment of current practice and research needs in the United States. NIST Special Publication 1992, 834.
21. Singh, R.; Khamba, J.S. Macro-model for ultrasonic machining of titanium and its alloys: designed experiments. J. Eng. Manufac. (Proc. IMechE B) (B2) 2007, 221, 229.
22. Singh, R.; Khamba, J.S. Taguchi technique for modeling material removal rate in ultrasonic machining of titanium. Materials Science and Engineering A 2007, 460-461, 365-369.
23. Shaw, M.C. Principles of Abrasive Processing; Clarendon Press: Oxford, 1996.
24. Jang, J.S.R. ANFIS: Adaptive-network-based fuzzy inference system. IEEE Transactions of System Man Cybernatics 1993, 23 (5/6), 665-685.
25. Takagi, T.; Sugeno, M. Derivation of fuzzy control rules from human operator's control action. Proceedings of the IFAC Symposium on Fuzzy Information, Knowledge Representation and Decision Analysis 1983, 55-60.