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TECHNICAL PAPERS

Fault Diagnosis of Multistage Manufacturing Processes by Using State Space Approach

[+] Author and Article Information
Yu Ding

Dept. of Industrial Engineering, Texas A&M University, College Station, TX 77843-3131e-mail: yuding@email.tamu.edu

Dariusz Ceglarek

Dept. of Industrial Engineering, University of Wisconsin-Madison, Madison, WI 53706e-mail: darek@engr.wisc.edu

Jianjun Shi

Dept. of Industrial and Operations Engineering, The University of Michigan, Ann Arbor, MI 48109e-mail: shihang@umich.edu

J. Manuf. Sci. Eng 124(2), 313-322 (Apr 29, 2002) (10 pages) doi:10.1115/1.1445155 History: Received November 01, 1999; Revised March 01, 2001; Online April 29, 2002
Copyright © 2002 by ASME
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References

Ceglarek,  D., and Shi,  J., 1995, “Dimensional Variation Reduction for Automotive Body Assembly,” Manufacturing Review, 8, pp. 139–154.
Asada,  H., and By,  B., 1985, “Kinematic Analysis of Workpart Fixturing for Flexible Assembly with Automatically Reconfigurable Fixtures,” IEEE J. Rob. Autom., RA-1, pp. 86–94.
Rong,  Y., and Bai,  Y., 1996, “Machining Accuracy Analysis for Computer-aided Fixture Design Verification,” ASME J. Manuf. Sci. Eng., 118, pp. 289–299.
Choudhuri,  S. A., and De Meter,  E. C., 1999, “Tolerance Analysis of Machining Fixture Locators,” ASME J. Manuf. Sci. Eng., 121, pp. 273–281.
Ceglarek,  D., and Shi,  J., 1996, “Fixture Failure Diagnosis for Auto Body Assembly Using Patter Recognition,” ASME J. Eng. Ind., 118, pp. 55–65.
Barton,  R. R., and Gonzalez-Barreto,  D. R., 1996, “Process-oriented Basis Representations for Multivariate Process Diagnosis,” Quality Engineering, 9, pp. 107–118.
Apley,  D. W., and Shi,  J., 1998, “Diagnosis of Multiple Fixture Faults in Panel Assembly,” ASME J. Manuf. Sci. Eng., 120, pp. 793–801.
Chang,  M., and Gossard,  D. C., 1998, “Computational Method for Diagnosis of Variation-related Assembly Problems,” Int. J. Prod. Res., 36, pp. 2985–2995.
Rong,  Q., Ceglarek,  D., and Shi,  J., 2000, “Dimensional Fault Diagnosis for Compliant Beam Structure Assemblies,” ASME J. Manuf. Sci. Eng., 122, pp. 773–780.
Mantripragada,  R., and Whitney,  D. E., 1999, “Modeling and Controlling Variation Propagation in Mechanical Assemblies Using State Transition Models,” IEEE Trans. Rob. Autom., 15, pp. 124–140.
Lawless,  J. F., Mackay,  R. J., and Robinson,  J. A., 1999, “Analysis of Variation Transmission in Manufacturing Processes-Part I,” J. Quality Technol., 31, pp. 131–142.
Agrawal,  R., Lawless,  J. F., and Mackay,  R. J., 1999, “Analysis of Variation Transmission in Manufacturing Processes-Part II,” J. Quality Technol., 31, pp. 143–154.
Jin,  J., and Shi,  J., 1999, “State Space Modeling of Sheet Metal Assembly for Dimensional Control,” ASME J. Manuf. Sci. Eng., 121, pp. 756–762.
VSA, 1998, VSA-3D Release 12.5 User Manual, Variation System Analysis, Inc., 300 Maple Park Boulevard, St. Clair Shores, MI 48081.
Huang, Q., Zhou, N., and Shi, J., 2000, “Stream-of-Variation Modeling and Diagnosis of Multi-station Machining Processes,” Proceedings of the 2000 ASME International Mechanical Engineering Congress and Exposition, MED-11 , pp 81–88.
Callier, F. M., and Desoer, C. A., 1991, Linear System Theory, Springer-Verlag, New York.
Kumar, P. R., and Varaiya, P., 1986, Stochastic Systems: Estimation, Identification and Adaptive Control, Prentice-Hall, Inc., Englewood Cliffs, NJ 07632.
Johnson, R. A., and Wichern, D. W., 1998, Applied Multivariate Statistical Analysis, Prentice-Hall, Upper Saddle River, NJ.
Ceglarek, D., 1994, “Knowledge-based Diagnosis for Automotive Body Assembly: Methodology and Implementation,” Ph.D. Dissertation, The University of Michigan, Ann Arbor, MI, 48109.
Ceglarek,  D., and Shi,  J., 1999, “Fixture Failure Diagnosis for Sheet Metal Assembly with Consideration of Measurement Noise,” ASME J. Manuf. Sci. Eng., 121, pp. 771–777.
Golub, G. H., and Van Loan, C. F., 1996, Matrix Computations, 3rd edition, The Johns Hopkins University Press, Baltimore, MD 21218.
Apley,  D. W., and Shi,  J., 2001, “A Factor Analysis Method for Diagnosis Variability in Multivariate Manufacturing Processes,” Technometrics, 43, pp. 84–95.
Cai,  W., Hu,  S. J., and Yuan,  J. X., 1997, “Deformable Sheet Metal Fixturing: Principles, Algorithms, and Simulations,” ASME J. Manuf. Sci. Eng., 118, pp. 318–324.

Figures

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Outline of the diagnostic methodology
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Angle between two fault patterns
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Geometry of the assembly
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Assembly sequence and datum shift scheme
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Geometric interpretation of fault p=2 at the 2nd station
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A layout of 3-2-1 fixture

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