An interacting multiple model approach to model-based prognostics

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics

Volumn 1, Issue , 2003, Pages 189-194

  Luo, Jianhui ^a   Bixby, Andrew ^a   Pattipati, Krishna ^a   Qiao, Liu ^b   Kawamoto, Masayuki ^b   Chigusa, Shunsuke ^a  

^a University of Connecticut   (United States)

^b TOYOTA TECHNICAL CENTER   (United States)

Author keywords

Degradation; Fatigue damage; IMM; Model based; Prognosis; Remaining life

Indexed keywords

COMPUTER SIMULATION; FATIGUE OF MATERIALS; MAINTENANCE; MATHEMATICAL MODELS; PROBABILITY; REGRESSION ANALYSIS;

INTERACTING MULTIPLE MODEL; MODEL BASED PROGNOSIS; REMAINING LIFE;

CONDITION MONITORING;

EID: 0242661376     PISSN: 08843627     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (14)

1. J. Luo, F. Tu, M. Azam, K. Pattipati, L. Qiao, and M. Kawamoto, "Intelligent model-based diagnostics for vehicle health management," in SPIE Conference Proceedings, Orlando, April 2003.
2. J. Luo, M. Namburu, K. Pattipati, L. Qiao, M. Kawamoto, and S. Chigusa, "Model-based prognostic techniques," in IEEE AUTOTESTCON, Anaheim, CA, 2003.
3. D. E. Adams, "Nonlinear damage models for diagnosis and prognosis in structural dynamic systems," in SPIE Conference Proceedings, vol. 4733, 2002, pp. 180-191.
4. D. Chelidze, "Multimode damage tracking and failure prognosis in eletromechanical system," in SPIE Conference Proceedings, vol. 4733, 2002, pp. 1-12.
5. P. V. Kokotovic, H. K. Khail, and J. O'Reilly, Singular peturbation methods in control: analysis and design. Orlando, Florida, Academic Press Inc., 1986.
6. M. Todinov, "Necessary and sufficient condition for additivity in the sense of palmgren-miner rule," Computational Materials Science, vol. 21, pp. 101-110, 2001.
7. K. Sobczyk and B. Spencer, Random fatigue: from data to theory. San Diego: Academic Press Inc., 1993.
8. J. Sanders and F. Verhulst, Averaging methods in nonlinear dynamic systems. New York: Springer-Verlag, 1985.
9. Johannesson, "Rainflow cycles for switching processes with markov structure," Probability in the Engineering and Informational Sciences, vol. 12, no. 2, pp. 143-175, 1998.
10. L. Ljung, System identification: theory for the user. New Jersey: Prentice-Hall Inc., 1987.
11. Y. Bar-Shalom, X.-R. Li, and T. Kirubarajan, Estimation with applications to tracking and navigation. John Wiley and Sons, Inc., 2001.
12. T. Yoshimura, K. Nakaminami, M. Kurimoto, and J. Hino, "Active suspension of passenger cars using linear and fuzzy-logic controls," Control Engineering Practice, vol. 41, pp. 41-47, 1999.
13. D. Hrovat, "Survey of advanced suspension developments and related optimal control applications," Automatica, vol. 33, no. 10, pp. 1781-1817, 1997.
14. J. Lemaitre and J. Chaboche, Mechanics of solid materials. New York: Cambridge University Press, 1990.