Application of data dependent systems modeling to failure prediction in non-stationary manufacturing processes

Transactions of the North American Manufacturing Research Institute of SME

Volumn 34, Issue , 2006, Pages 461-468

  Dreyer, Jason T ^a   Pandit, Sudhakar M ^a   Bett, Thomas A ^b   Milbrodt, Paul ^b   Ungpiyakul, T ^b  

^a Michigan Technological University   (United States)

^b KIMBERLY CLARK CORPORATION   (United States)

Author keywords

DDS; Failure detection; Non stationary processes; Signal processing

Indexed keywords

DATA DEPENDENT SYSTEMS (DDS); DYNAMIC SENSORS; FAILURE DETECTION; NON STATIONARY PROCESSES;

ALARM SYSTEMS; COMPUTER SIMULATION; DATA ACQUISITION; FAILURE (MECHANICAL); MATHEMATICAL MODELS; MONITORING; SIGNAL PROCESSING;

DATABASE SYSTEMS;

EID: 33748686046     PISSN: 10473025     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. Nair, K. K., et al., (2003), "Application of Time Series Analysis in Structural Damage Evaluation," Proceedings of the International Conference on Structural Health Monitoring, Tokyo, Japan.
2. Pandit, S. M., (1991), Modal and Spectrum Analysis: Data Dependent Systems in State Space, John Wiley & Sons, Inc., New York.
3. Pandit, S. M., (1981), "Characteristic Shapes and Wavelength Decomposition of Surfaces in Machining," Annals of the CIRP, Vol. 30/1, pp. 487-492.
4. Pandit, S. M., D. Paul, and J. T. Roth, (1996), "Monitoring and Diagnosis of Bearing Defects Using Data Dependent Systems," Journal of Integrated Computer-Aided Engineering, Vol. 3, Num. 4, pp. 268-278.
5. Pandit, S. M. and S. M. Wu, (1983), Time Series and System Analysis with Applications, John Wiley & Sons, Inc., New York.
6. Roth, J. T. and S.M. Pandit, (1999), "Monitoring End-Mill Wear and Predicting Tool Failure Using Accelerometers," ASME Journal of Manufacturing Science and Engineering, Vol. 121, pp. 559-566.
7. Smith, S. W., (2003), Digital Signal Processing: A Practical Guide for Engineers and Scientists, Newnes Press, New York.
8. Sutherland, J. W., D. J. O'Brien, and M. S. Wagner, (1989), "An Algorithm for the Detection of Flute Breakage in a Peripheral End Milling Process," Transactions of NAMRI/SME, Vol. 17, pp. 141-151.