Directionally independent failure prediction of end-mill cutting tools: An investigation of noise reduction using higher dimensional real fourier analysis

American Society of Mechanical Engineers, Manufacturing Engineering Division, MED

Volumn , Issue , 2006, Pages

  Suprock, Christopher A ^a   Roth, John T ^a  

^a BEHREND COLLEGE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; CONDITION MONITORING; DISCRETE COSINE TRANSFORMS; FAILURE ANALYSIS; FOURIER ANALYSIS; MILLING (MACHINING); NOISE ABATEMENT;

CHAOTIC NOISE; COMPUTATIONAL FEEDBACK; ORTHOGONAL VECTORS; SYSTEM ENERGY;

CUTTING TOOLS;

EID: 85196486209     PISSN: 10716947     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1115/IMECE2006-14968     Document Type: Conference Paper

References (16)

1. Kubo, T. and Murao, M., 2000, "A Machine Diagnostic Study for In-Process Quality Control Using Neural Network," ASME Proceedings of the 2000 Japan - USAFlexible Automation Conference, 2000JUSFA-13099.
2. Chen, J.C. and Chen, J.C., 2005, "An artificial neural networks-based in-process tool wear prediction system in milling operations," The International Journal of Advanced Manufacturing Technology, Vol 25, Numbers 5-6, pp 427-434
3. Dimla Jr., D.E., Lister, P.M., and Leighton, N.J., 1997 "A Multi-sensor integration method of signals in a metal cutting operation via application of multi-layer perceptron neural networks" Artificial Neural Networks, Fifth International Conference, Conf. Publ. No. 440, pp 306-311.
4. Wang, L., Mehrabi, M. G., and Kannatey-Asibu, E., 2001, "Tool Wear Monitoring in Machining Processes Through Wavelet Analysis," Trans, of the North Amer. Manuf. Research Inst. of SME, Vol. 29, pp. 399-406.
5. Tonshoff, H.K., Li X., and Lapp, C., 2003, "Application of fast Haar transform and concurrent learning to tool-breakage detection in milling," Mechatronics, IEEE/ASME Transactions on, Vol. 8, Issue 3, pp 414-417
6. Altintas, Y., 1992, "Prediction of Cutting Forms and Tool Breakage in Milling from Feed Drive Current Measurements" ASME Journal of Engineering for Industry, Vol. 110, pp. 271-277.
7. Susanto, V. and Chen, J.C., 2002, "Fuzzy Logic Based In-Process Tool-Wear Monitoring System in Face Milling Operations," The International Journal of Advanced Manufacturing Technology, Vol. 21, Number 3, pp 186-192
8. th International Conference on Production Research. #0510
9. Schuyler, C.K., Xu, M., Jerard, R.B., Fussell, B.K., 2006, "Cutting Power Model-Sensor Integration for a Smart Machining System" Trans, of the North Amer. Manuf. Research Inst. of SME, Vol. 34, pp. 47-54.
10. Xu, M., Schuyler, C.K. Fussell, B.K. Jerard, R.B., 2006, "Experimental Evaluation of a Smart Machining System for Feedrate Selection and Tool Condition Monitoring." Trans, of the North Amer. Manuf. Research Inst. of SME, Vol. 34, pp. 151-158.
11. Duncan, G.S., Kurdi, M.H., Schmitz, T.L. Snyder, J.P., 2006, "Uncertainty Propagation for selected Analytical Milling Stability Limit Analysis" Trans, of the North Amer. Manuf. Research Inst. of SME, Vol. 34, pp. 17-24.
12. Tlusty, J., Zaton W., Ismail, F., 1983, "Stability of Lobes in Milling" Annals of the CIRP, Vol. 32 Number 1, pp. 309-313.
13. Altintas, Y., Budak, E., 1995, "Analytical Prediction of Stability Lobes in Milling" Annals of the CIRP, Vol. 44 Number 1, pp. 357-362.
14. Larson, R., Hosteller, R., Edwards, B., 2003, Calculus Early Transcendental Functions, Houghton Mifflin Company, Boston. ISBN: 061822307-X
15. Roth, J., 2006, "Using the Eigenvalues of Multivariate Spectral Matrices to Achieve Cutting Direction and Sensor Orientation Independence" Journal of Manufacturing Science and Engineering, Vol. 128, Number 1, pp. 350-354.
16. Gaskill, J., 1978, Linear Systems, Fourier Transforms, and Optics. John Wiley & Sons, New York. ISBN: 0471292885