This paper presents an experimental study on the detection of sensor faults in a large space structure. The fault detection algorithms considered are based on the design of detection filters. Specifically, two well known techniques are implemented and compared. The first one transforms the detection problem into an equivalent eigenstructure assignment one, while in the second a bank of observers is used together with a suitable decision logic. Experimental results illustrate the effectiveness of the two methods.
Inspec keywords: flexible structures; observers; eigenstructure assignment; piezoelectric transducers; accelerometers; fault location; piezoresistive devices; filtering theory
Other keywords:
Subjects: Velocity, acceleration and rotation measurement; Filtering methods in signal processing; Measurement; Piezoelectric devices; Sensing devices and transducers; Inspection and quality control; Inspection and quality control; Instrumentation; Semiconductor devices; Control system analysis and synthesis methods; Control technology and theory (production); Electric transducers and sensing devices; Resistors; Simulation, modelling and identification; Signal processing theory; Meters and gauges for control systems
References
-
-
1)
- J.F. MAGNI , P. MOUYON . On residual generation by observer and parity space approaches. IEEE Trans. , 441 - 447
-
2)
- J. PARK , G. RIZZONI . An eigenstructure assignment algorithm for the design of fault detection filters. IEEE Trans. , 1521 - 1524
-
3)
- J.E. WHITE , J. SPEJER . Detection filter design: spectral theory and algorithms. IEEE Trans. , 593 - 603
-
4)
- CATTANE, N.: `Metodi e Algoritmi per la Diagnosi dei Guasti', 1997, Thesis, Università di Pavia, Italy.
-
5)
- R.K. MEHRA , J. PESCHON . An innovations approach to fault detection in dynamic systems. Automatica , 637 - 640
-
6)
- P.S. MIN , W.B. RIBBENS . A vector space solution to incipient sensor failures detection, with application to automotive environments. IEEE Trans. , 148 - 158
-
7)
- A.S. WILLSKY , M. BASSEVILLE , A. BENVENISTE . (1986) , Detection of abrupt changes in signals and dynamic systems.
-
8)
- R. ISERMANN . Process fault detection based on modeling and estimation methods – a survey. Automatica , 4 , 387 - 404
-
9)
- R. ISERMANN . Fault diagnosis of machines via parameter estimation and knowledge processing–tutorial paper. Automatica , 4 , 815 - 835
-
10)
- M. BASSEVILLE , A. BENVENISTE . (1986) , Detection of abrupt changes in signals and dynamical systems.
-
11)
- R. Patton , P. Frank , R. Clark . (1989) , Fault diagnosis in dynamic systems: theory and applications.
-
12)
- PATTON, R.J., CHEN, J.: `A review of parity space approaches to fault dignosis', IFAC Safe process Conference, 1991, Germany, Baden-Baden.
-
13)
- P.M. FRANK , X. DING . Survey of robust residual generation and evaluation methods in observer-based fault detection systems. J. Process Control , 403 - 424
-
14)
- ALLEN, M., SCATTOLINI, R., BERNELLI-ZAZZERA, F.: `Sliding mode control of a large flexible space structure', Proceedings of the XIth VPI&SU Symposium on Dynamics and control of large structures, 1997, Blacksburg, VA.
-
15)
- K.J. Astrom , B. Wittenmark . (1984) , Computer controlled systems: theory and design.
-
16)
- J. GERTLER , R. MONAJEMY . Generating fixed direction residuals with dynamic parity equations. Automatica , 627 - 635
-
17)
- ERCOLI-Finzi, A., GALLIENI, D., RICCI, S.: `Design, model testing and updating of a large space structure laboratory model', Proceedings of the IXth VPI&SU symposium on Dynamics and control of large structures, 1993, Blacksburg, VA, p. 409–420.
-
18)
- M.A. MASSOUMNIA . A geometric approach to the synthesis of failure detection filters. IEEE Trans. , 839 - 846
-
19)
- J. PARK , G. RIZZONI , W.B. RIBBENS . On the representation of sensor faults in fault detection filters. Automatica , 11 , 1793 - 1795
-
20)
- M. BASSEVILLE , I.V. NIKIFOROV . (1993) , Detection of abrupt changes: theory and application.
-
21)
- A.S. Willsky . A survey of design methods for failure detection in dynamic systems. Automatica , 601 - 611
-
22)
- F. CASELLA , A. LOCATELLI , N. SCHIAVONI . Nonlinear controllers for vibration suppression in a large flexible structure. Control Eng. Prac. , 6 , 791 - 806
-
23)
- BERNELLI-ZAZZERA, F.: `Design of a sliding mode controller for vibration suppression of a LSS laboratory model', Proceedings of the Xth VPI&SU symposium on Structural dynamics and control, 1995, Blacksburg, VA, p. 501–512.
-
24)
- BEARD, R.V.: `Fault accomodation in linear systems through self-reorganization', Report MVT-71-1, 1971.
-
25)
- P.M. Frank . Fault diagnosis in dynamic systems using analytical and knowledge-based redundancy – a survey and some new results. Automatica , 3 , 459 - 474
-
26)
- JONES, H.L.: `Failure detection in linear systems', 1973.
-
27)
- J. GERTLER . Residual generation in model-based fault diagnosis. Control Theory Adv. Technol. , 1 , 259 - 285
-
28)
- G. RIZZONI , P.S. MIN . Detection of sensor failures in automotive engines. IEEE Trans. , 2
-
29)
- J. GERTLER . (1998) , Fault detection and diagnosis in engineering systems.
-
30)
- E.J. CHOW , A.S. WILLSKY . Analytical redundancy and the design of robust failure detection systems. IEEE Trans. , 603 - 614
-
31)
- R. NIKOUKHAH . Innovations generation in the presence of unknown inputs: application to robust failure detection. Automatica , 1851 - 1867
-
32)
- P.M. FRANK . Enhancement of robustness in observer-based fault detection. Int. J Control , 4 , 955 - 981
-
33)
- PATTON, R.J., CHEN, J.: `Robust fault detection using eigenstructure assignment: a tutorial consideration and some new results', Proceedings of 30th Conf. on Decision and control, 1991, p. 2242–2247.
-
34)
- CASELLA, GRUPPI, F., M.: `Progetto e Sperimentazione di un Sistema di Controllo Mediante Attuatori a Getto delle Vibrazioni di una Grande Struttura Flessibile', 1994, Thesis, Politecnico di Milano, Italy.
-
1)
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