Continuous failure diagnosis for assembly systems using rough set approach

CIRP Annals - Manufacturing Technology

Volumn 53, Issue 1, 2004, Pages 39-42

  Mannar, K ^a   Ceglarek, D ^a  

^a University of Wisconsin Madison   (United States)

Author keywords

Assembly; Diagnostics; Rough Sets

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; COMPUTER SIMULATION; DATA MINING; DECISION MAKING; MATHEMATICAL MODELS; NEURAL NETWORKS; PARAMETER ESTIMATION; PRODUCTION; QUALITY ASSURANCE; REDUNDANCY;

DIAGNOSTICS; FAULT PATTERNS; RAMP-UP; ROUGH SET APPROACH;

ASSEMBLY;

EID: 3142683090     PISSN: 00078506     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0007-8506(07)60640-4     Document Type: Article

References (14)

1. Ceglarek, D., Shi, J., 1995, "Dimensional Variation Reduction for Automotive Body Assembly," Manufacturing Review, 8/2:139-154.
2. Kong, Z., Ceglarek, D., 2003, "Rapid Deployment of Reconfigurable Assembly Fixtures using Workspace Synthesis and Visibility Analysis," Annals of CIRP, 52/1:13-16.
3. th CIRP-International Seminar on Manufacturing Systems, 03-05 June 2003, Saarbruecken, Germany.
4. Hu, S., Wu, S. M., 1992, "Identifying Sources of Variation in Automobile Body Assembly and Using Principal Component Analysis," Transaction of NAMRI/SME XX:311-316.
5. Ceglarek, D., Shi, J., 1996, "Fixture Failure Diagnosis for Autobody Assembly Using Pattern Recognition," Transactions of ASME, Journal of Engineering for Industry, 118/1:55-66.
6. Apley, D. W., Shi, J., 2001, "A Factor-Analysis Method for Diagnosing Variability in Multivariate Manufacturing Processes," Technometrics, 43/1:84-96.
7. Apley, D. W., Shi, J., 1998, "Diagnosis of Multiple Fixture Faults in Panel Assembly," Journal of Manufacturing Science and Engineering, 120:793-801.
8. Barton, R. R., Gonzalez-Barreto, D. R., 1996, "Process Oriented Basis Representations for Multivariate Process Diagnosis," Quality Engineering, 9/1:107-118.
9. Ding, Y., Ceglarek, D., Shi, J., 2002, "Fault Diagnosis of Multistage Manufacturing Processes by using State Space Approach," ASME Trans., Journal of Manufacturing Science and Engineering, 124/2:313-322.
10. Khan, A., Ceglarek, D., Shi, J., Ni, J., Woo, T.C., 1999, "Sensor Optimization for Fault Diagnosis in Single Fixture System: A Methodology," ASME Trans., Journal of Manufacturing Science and Engineering, 121/1:109-117.
11. Ding, Y., Ceglarek, D., Shi, J., 2002, "Diagnosability Analysis of Multistage Manufacturing Processes," ASME Trans., Journal of Dynamic Systems, 124/1:1-13.
12. Pawlak, Z., 1982, "Rough Sets," International Journal of Computer Information Systems, 11:341-356.
13. Kusiak, A., 2001, "Rough Set Theory: A Data Mining Tool for Semiconductor Manufacturing," IEEE Transaction on Electronics Packaging Manufacturing, 24/1:44-50.
14. Ohrn A., 1999, "Discernability and Rough Sets in Medicine: Tools and Applications," PhD thesis, Department of Computer and Information Science, Norwegian University of Science and Technology, Trondheim, Norway, NTNU report 1999:133, IDI report 1999:14:239 pages.