Model development for tool wear effect on AE signal generation in micromilling

International Journal of Advanced Manufacturing Technology

Volumn 66, Issue 9-12, 2013, Pages 1845-1858

  Hung, Chien Wei ^a   Lu, Ming Chyuan ^a  

^a NATIONAL CHUNG HSING UNIVERSITY   (Taiwan)

Author keywords

Acoustic emission; Micromilling; Orthogonal cutting; Tool wear monitoring

Indexed keywords

ACOUSTIC EMISSION SIGNAL; CONTACT STRESS DISTRIBUTIONS; DISLOCATION DENSITIES; GAUSSIAN PROBABILITY DENSITY FUNCTIONS; MICRO MILLING; ORTHOGONAL CUTTING; PROPAGATION MECHANISM; TOOL WEAR MONITORING;

ACOUSTIC EMISSIONS; CUTTING TOOLS; FINITE ELEMENT METHOD; MICROMACHINING; MILLING (MACHINING); PROBABILITY DENSITY FUNCTION; SIGNAL GENERATORS; STRESS CONCENTRATION;

WEAR OF MATERIALS;

EID: 84879119323     PISSN: 02683768     EISSN: 14333015     Source Type: Journal    
DOI: 10.1007/s00170-012-4464-x     Document Type: Article

References (39)

1. Chae J, Park SS, Freiheit T (2006) Investigation of micro-cutting operations. Int J Mach Tools Manufact 46:313-332
2. Jáuregui AL, Siller HR, Rodríguez CA, Elías- Zúñiga A (2010) Evaluation of micromechanical manufacturing processes for microfluidic devices. Int J Adv Manuf Technol 48:963-972
3. Byrne G, Dornfeld D, Inasaki I, Ketteler G, König W, Teti R (1995) Tool condition monitoring (TCM)-the status of research and industrial application. Ann CIRP 44(2):541-567
4. Dimla DE, Dimla DE Snr (2000) Sensor signals for tool-wear monitoring in metal cutting operations - a review of methods. Int J Mach Tool Manuf 40:1073-1098
5. Rehorn A, Jiang J, Orban P (2005) State-of-the-art methods and results in tool condition monitoring: a review. Int J Adv Manuf Technol 26:693-710
6. Lee Y, Chang A, Dornfeld D (2002) Acoustic emission monitoring for the diamond machining of oxygen-free high-conductivity copper. J Mater Process Technol 127:199-205
7. Zhu KP, Hong GS, Wong Y, Wang W (2008) Cutting force denoising in micro-milling tool condition monitoring. Int J Prod Res 46(16):4391-4408
8. Zhu KP, Hong GS, Wong YS (2008) A comparative study of feature selection for hidden markov model-based micro-milling tool wear monitoring. Mach Sci Technol 12:348-369
9. Zhu KP, Hong GS, Wong YS (2009) Multi-category micro-milling tool wear monitoring with continuous hidden Markov models. Mech Syst Signal Process 23:547-560
10. Heinemann R, Hinduja S, Barrow G (2007) Use of process signals for tool wear progression sensing in drilling small deep holes. Int J Adv Manuf Technol 33(3-4):1-6
11. Jemielniak K, Arrazola PJ (2008) Application of AE and cutting force signals in tool condition monitoring in micro-milling. CIRP J Manuf Sci Technol 1:97-102
12. Li X (2002) A brief review: acoustic emission method for tool wear monitoring during turning. Int J Mach Tool Manuf 42:157-165
13. Kannatey-Asibu E, Dornfeld DA (1981) Quantitative relationship for acoustic emission from orthogonal metal cutting. J Eng Ind 103:330-340
14. Kannatey-Asibu E, Dornfeld DA (1982) A study of tool wear using statistical analysis of metal cutting acoustic emission. Wear 76:247-261
15. Chen X, Li B (2007) Acoustic emission method for tool condition monitoring based on wavelet analysis. Int J Adv Manuf Technol 33(9-10):968-976
16. Yum J, Kim, TH, Kannatey-Asibu E (2012) A two-step feature selection method for monitoring tool wear and its application to the coroning process. Int J Adv Manufact Technol (2012):1-10 April 19
17. Tansel I, Trujillo M, Nedbouyan A, Velez C, Bao WU, Arkan TT, Tansel B (1998) Micro-end-milling - III. Wear estimation and tool breakage detection using acoustic emission signals. Int J Mach Tool Manuf 38:1449-1466
18. Heinemann R, Hinduja S (2012) A new strategy for tool condition monitoring of small diameter twist drills in deep-hole drilling. Int J Mach Tool Manuf 52:69-76
19. Malekian M, Park S, Jun M (2009) Tool wear monitoring of micro-milling operations. J Mater Process Technol 209:4903-4914
20. Diei EN, Dornfeld DA (1987) A model of tool fracture generated acoustic emission during machining. J Eng Ind 109:227-233
21. Kang IS, Kim JS, Kang MC, Lee KY (2008) Tool condition and machined surface monitoring for micro-lens array fabrication in mechanical machining. J Mater Process Technol 2(01):585-589
22. Jang SH, Kwon HW, Kang IS, Soo IK, Kim JS, Kang MC (2011) The condition monitoring of the micro V-grooving with a single crystal diamond tool using the AE technology. Adv Mater Res 264-265:1107-1117
23. Gillis PP, Hamstad MA (1974) Some fundamental aspects of the theory of acoustic emission. Mater Sci Eng 14:103-108
24. Gorman MR, Prosser WH (1991) AE source orientation by plate wave analysis. J Acoust Emiss 9(4):283-288
25. Trochidis A, Polyzos B (1994) Dislocation annihilation and acoustic emission during plastic deformation of crystals. J Mech Phys Solids 42(12):1933-1944
26. Trochidis A, Polyzos B (1995) Acoustic emission during plastic deformation of crystals: a lattice-dynamics approach. J Appl Phys 78(1):170-175
27. Polyzos B, Trochidis A (1995) Dislocation dynamics and acoustic emission during plastic deformation of crystals. Wave Motion 21:343-355
28. Polyzos B, Douka E, Trochidis A (2000) Acoustic emission induced by dislocation annihilation during plastic deformation of crystals. J Appl Phys 89(4):2124-2129
29. Waldorf DJ, DeVor RE, Kapoor SG (1998) A slip-line field for ploughing during orthogonal cutting. J Manuf Sci Eng 120:693-699
30. Karpat Y, Ozel T (2006) Predictive analytical and thermal modeling of orthogonal cutting process - part II: effect of tool flank wear on tool forces, stresses, and temperature distributions. J Manuf Sci Eng 128:445-453
31. Ozel T, Zeren E (2004) Determination of work material flow stress and friction for FEA of machining using orthogonal cutting tests. J Mater Process Technol 153-154:1019-1025
32. Waldorf DJ (1996) Shearing, ploughing and wear in orthogonal machining. Ph. D. Thesis, University of Illinois at Urbana-Champaign
33. Kalyanasundaram P, Mukhopadhyay CK, Subba Rao SV (2007) Practical acoustic emission. Indian Society for Non-Destructive Testing - National Certification Board Series, Alpha Science International Ltd.
34. Hardy HR Jr (2003) Acoustic emission/microseismic activity. A.A. Balkema Publishers, Lisse
35. Lee D, Hwang I, Valente C, Oliveira J, Dornfeld DA (2006) Precision manufacturing process monitoring with acoustic emission. Int J Mach Tool Manuf 46:176-188
36. Hull D, Bacon DJ (2001) Introduction to dislocations. Butterworth Heinemann, Boston
37. Chang D, Bukkapatnam S (2004) Toward characterizing the microdynamics of AE generation in machining. Mach Sci Technol 8(2):235-261
38. Nakra BC, Chaudhry KK (2004) Instrumentation, measurement and analysis, 2nd edn. McGraw-Hill, New York
39. Mamalis AG, Horvath M, Branis AS, Manolakos DE (2001) Finite element simulation of chip formation in orthogonal metal cutting. J Mater Process Technol 110:19-27