Using the eigenvalues of multivariate spectral matrices to achieve cutting direction and sensor orientation independence

Journal of Manufacturing Science and Engineering

Volumn 128, Issue 1, 2006, Pages 350-354

  Roth, John T ^a  

^a BEHREND COLLEGE   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EIGENVALUES AND EIGENFUNCTIONS; MATHEMATICAL MODELS; MATRIX ALGEBRA; MULTIVARIABLE SYSTEMS; REGRESSION ANALYSIS; SENSORS;

MULTIVARIATE AUTOREGRESSIVE MODELS; MULTIVARIATE SPECTRAL MATRICES; SENSOR ORIENTATION;

CUTTING TOOLS;

EID: 33645274905     PISSN: 10871357     EISSN: None     Source Type: Journal    
DOI: 10.1115/1.2123067     Document Type: Article

References (8)

1. Kubo, T., and Murao, M. 2000, "A Machine Diagnostic Study for In-Process Quality Control Using Neural Network." ASME Paper No, 2000JUSFA-13099.
2. Wang, L., Mehrabi, M. G., and Kannatey-Asibu, E., 2001, "Tool Wear Monitoring in Machining Processes Through Wavelet Analysis." Trans. North Am. Manuf. Res. Inst. SME, 29, pp. 399-406.
3. Fu, J. C. Troy, C. A., and Phillips, P. J., 1999. "A Matching Pursuit Approach to Small Drill Bit Breakage Prediction." Int. J. Prod. Res., 37(14). pp. 3247-3261.
4. Xiaoli, L., 1999, "On-line Detection of the Breakage of Small Diameter Drills Using Current Signature Wavelet Transform," Int. J. Mach. Tools Manuf., 39(1), pp. 157-164.
5. Aoyama, H. I., Inasaki, I., Suda, I., and Ohzeki, H., 1998, "Prediction of Tool Wear and Tool Failure in Milling by Utilizing Magnetostrictive Torque Sensor," Trans. North Am. Manuf. Res. Inst. SME, 26, pp. 125-130.
6. Roth, J. T., and Pandit, S. M., 1999, "Monitoring End-Mill Wear and Predicting Tool Failure Using Accelerometers." ASME J. Manuf. Sci. Eng., 121(4), pp. 559-567.
7. Roth, J. T., and Pandit, S. M., 1999. "Using Multivariate Models to Monitor End-Mill Wear and Predict Tool Failure," Trans. North Am. Manuf. Res. Inst. SME, 27, pp. 63-68.
8. Roth, J. T., and S. M. Pandit, 2000, "Development of a Monitoring Technique that is Cutting Direction and Sensor Orientation Independent," ASME J. Manuf. Sci. Eng., 122(4), pp. 671-677.