Abstract
In this chapter all the results of the previous chapters are generalized to include system failures as well as model uncertainties. It is shown the DSC is a passive fault tolerant approach in that it gives robust stability and tracking in the presence of model uncertainties and specific classes of faults. Then, based on the amount of performance loss measured by a quadratic Lyapunov function and information from a fault detection and diagnosis (FDD) system, a fault classification system is developed. The technique is illustrated in the example of vehicle longitudinal controlled designed for an automated highway system (AHS).
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Basseville, M., Nikiforov, I.V.: Detection of Abrupt Changes. Prentice Hall, New York (1993)
Bow, S.-T.: Pattern Recognition and Image Preprocessing. Dekker, New York (1992)
Cho, D., Hedrick, J.K.: Automotive power modeling for control. J. Dyn. Syst. Meas. Control 111, 568–576 (1989)
Frank, P.M.: Fault diagnosis in dynamic systems using analytical and knowledge-based redundancy—a survey and some new results. Automatica 26(3), 459–474 (1990)
Frank, P.M., Ding, X.: Survey of robust residual generation and evaluation methods in observer-based fault detection systems. J. Process Control 7(6), 403–424 (1997)
Gerdes, J.C.: Decoupled design of robust controllers for nonlinear systems: As motivated by and applied to coordinated throttle and brake control for automated highways. Ph.D. thesis, U.C. Berkeley, March 1996
Gertler, J.J.: Survey of model-based failure detection and isolation in complex plants. IEEE Control Syst. Mag. 8(6), 3–11 (1988)
Hedrick, J.K., Yip, P.P.: Multiple sliding surface control: theory and application. J. Dyn. Syst. Meas. Control 122, 586–593 (2000)
Isermann, R.: Process fault detection based on modeling and estimation methods—a survey. Automatica 20(4), 387–404 (1984)
Johansson, M., Rantzer, A.: Computation of piecewise quadratic Lyapunov functions for hybrid systems. IEEE Trans. Autom. Control 43(4), 555–559 (1998)
Krstić, M., Kanellakopoulous, I., Kokotović, V.P.: Nonlinear and Adaptive Control Design. Wiley, New York (1995)
Lygeros, J., Godbole, D., Brouche, M.: A fault tolerant control architecture for automated highway systems. IEEE Trans. Control Syst. Technol. 8(2), 205–219 (2000)
Maciuca, D.B.: Nonlinear robust and adaptive control with application to brake control for automated highway systems. Ph.D. thesis, University of California at Berkeley (1997)
Noura, H., Fonte, C., Robert, M.: Fault tolerant control using simultaneous stabilization. In: Proceedings of IEEE International Conference on Systems, Man and Cybernetics, New York, NY, vol. 3, pp. 605–610 (1993)
Noura, H., Sauter, D., Hamelin, F., Theilliol, D.: Fault-tolerant control in dynamic systems: application to a winding machine. IEEE Control Syst. Mag. 20(1), 33–49 (2000)
Song, B., Hedrick, J.K., Howell, A.: Fault tolerant control and classification for longitudinal vehicle control. J. Dyn. Syst. Meas. Control 125, 320–329 (2003)
Spooner, J., Passino, K.: Fault-tolerant control for automated highway systems. IEEE Trans. Veh. Technol. 46(3), 770–785 (1997)
Therrien, C.: Decision, Estimation, and Classification. Wiley, New York (1989)
Vidyasagar, M.: Control System Synthesis: A Factorization Approach. The MIT Press Series in Signal Processing, Optimization, and Control, vol. 7. MIT Press, Cambridge (1985)
Willsky, A.S.: A survey of design methods for failure detection in dynamic systems. Automatica 12(6), 601–611 (1976)
Yip, P.P., Hedrick, J.K.: Adaptive dynamic surface control: a simplified algorithm for adaptive backstepping control of nonlinear systems. Int. J. Control 71(5), 959–979 (1998)
Zhang, Y., Jiang, J.: Integrated design of reconfigurable fault-tolerant control systems. J. Guid. Control Dyn. 24(1), 133–136 (2001)
Author information
Authors and Affiliations
Corresponding author
Rights and permissions
Copyright information
© 2011 Springer-Verlag London Limited
About this chapter
Cite this chapter
Song, B., Hedrick, J.K. (2011). Automated Vehicle Control. In: Dynamic Surface Control of Uncertain Nonlinear Systems. Communications and Control Engineering. Springer, London. https://doi.org/10.1007/978-0-85729-632-0_7
Download citation
DOI: https://doi.org/10.1007/978-0-85729-632-0_7
Publisher Name: Springer, London
Print ISBN: 978-0-85729-631-3
Online ISBN: 978-0-85729-632-0
eBook Packages: EngineeringEngineering (R0)