A fault accommodation strategy based on closed-loop performance monitoring

This paper presents a new approach to fault-tolerant control (FTC) based on control performance monitoring and real-time plant data without explicit fault detection and isolation algorithms. The approach sets forth the theory of unfalsified control to achieve a real-time reconfiguration of control laws which are consistent with the performance objectives for a class of system faults. The obtained FTC scheme may be viewed as an alternative or a complement to classical FTC structures based on explicit fault detectors and it provides a precise and direct characterization of suitable real-time controllers for fault accommodation.

[1]  Michael G. Safonov,et al.  Learning about dynamical systems via unfalsification of hypotheses , 2004 .

[2]  A. Morse Supervisory control of families of linear set-point controllers Part I. Exact matching , 1996, IEEE Trans. Autom. Control..

[3]  J. Willems Paradigms and puzzles in the theory of dynamical systems , 1991 .

[4]  Ron J. Patton,et al.  FAULT-TOLERANT CONTROL SYSTEMS: THE 1997 SITUATION , 1997 .

[5]  Michael G. Safonov,et al.  The unfalsified control concept and learning , 1997 .

[6]  R. J. Patton,et al.  Fault detection, supervision, and safety for technical processes 1997 (SAFEPROCESS '97) : a proceedings volume from the 3rd IFAC symposium, Kingston Upon Hull, UK, 26-28 August 1997 , 1998 .

[7]  Jan C. Willems,et al.  From time series to linear system - Part II. Exact modelling , 1986, Autom..

[8]  Jan C. Willems,et al.  From time series to linear system - Part III: Approximate modelling , 1987, Autom..

[9]  Jan C. Willems,et al.  Introduction to mathematical systems theory: a behavioral approach, Texts in Applied Mathematics 26 , 1999 .

[10]  Jeffrey S. Rosenthal,et al.  Introduction to mathematical systems theory. a behavioral approach [Book Review] , 2002, IEEE Transactions on Automatic Control.

[11]  N. E. Wu,et al.  Concepts and methods in fault-tolerant control , 2001, Proceedings of the 2001 American Control Conference. (Cat. No.01CH37148).

[12]  Michel Kinnaert,et al.  Diagnosis and Fault-Tolerant Control , 2004, IEEE Transactions on Automatic Control.

[13]  K. Popper,et al.  La connaissance objective , 1982 .