Enhancement of robustness in observer-based fault detection†

REFERENCES

• BASSEVILLE , M. , 1988 , Detecting changes in signals and systems—a survey . Automatica , 24 , 309 – 326 .
   Web of Science ®Google Scholar
• BASSEVILLE , M. , and BENVENISTE , A. (editors), 1985 , Detection of Abrupt Changes in Signals and Dynamical Systems . Lecture Notes in Control and Information Sciences , Vol. 77 ( Berlin : Springer-Verlag ).
   Google Scholar
• BRUNET , J. , JAUME , D. , LABARRERE , M. , RAULT , A. , and VERGE , M. , 1990 , Détection et diagnostic de pannes . Approche par Modélisation ( Paris , France : Hermes ).
   Google Scholar
• CHOW , E. Y. , and WILLSKY , A. S. , 1984 , Analytical redundancy and the design of robust failure detection systems . IEEE Transactions on Automatic Control , 29 , 603 – 614 .
   Web of Science ®Google Scholar
• CLARK , R. N. , 1978 , Instrument fault detection . IEEE Transactions on Aerospace and Electronic Systems , 14 , 456 – 465 ; 1989, State estimation schemes for instrument fault detection. Fault Diagnosis in Dynamic Systems Theory and Application edited by R. J. Patton, P. M. Frank and R. N. Clark. (Englewood Cliffs, NJ: Prentice Hall) .
   Web of Science ®Google Scholar
• CLARK , R. N. , FOSTH , D. C. , and WALTON , W. M. , 1975 , Detecting instrument malfunctions in control systems . IEEE Transactions on Aerospace and Electronic Systems , 16 , 468 – 473 .
   Google Scholar
• DECKERT , J. C. , DESAI , M. N. , DEYST , J. J. , and WILLSKY , A. S. , 1977 , F8-DFBW sensor failure identification using analytic redundancy . IEEE Transactions on Automatic Control , 22 , 795 – 803 .
   Web of Science ®Google Scholar
• DING , X. , and FRANK , P. M. , 1989 , Fault detection via optimally robust detection filters . Proceedings of the 28th Conference on Decision and Control , Tampa , Florida , Vol. 2 , pp. 1767 – 1772 ; 1990 a, Fault detection via factorization approach. Systems and Control Letters, 14, 431–436; 1990 b, Komponentenfehlerdetektion mittels auf Empfindlichkeits-analyse basierender robuster Detektionsfilter. Automatisierungstechnik, 38, 299–306; 1991, Frequency domain approach and threshold selector for robust model-based fault detection and isolation. Proceedings of the IFAC/IMACS Symposium on Fault Detection, Supervision and Safely for Technical Processes (SAFEPROCESS '91), Baden-Baden, Germany .
   Google Scholar
• ELMADBOULY , E. , KELLER , L. , and FRANK , P. M. , 1982 , Application of observers to instrument failure detection . Proceedings of the IF AC Symposium on the Theory and Applications of Digital Control , New Delhi , India , pp. 7 – 13 .
   Google Scholar
• EMAMI-NAEINI , A. , 1986 , Robust detection, isolation and accommodation for sensor failures . NASA Contractor Report No. CR 174825 .
   Google Scholar
• EMAMI-NAEINI , A. , AKHTER , M. M. , and ROCK , S. M. , 1988 , Effect of model uncertainty on failure detection-the threshold selector . IEEE Transactions on Automatic Control , 33 , 1106 – 1115 .
   Web of Science ®Google Scholar
• FRANK , P. M. , 1987 a , Fault diagnosis in dynamic systems via state estimation—A survey . In System Fault Diagnostics, Reliability and Related Knowledge-Based Approaches , edited by et al. . ( Dordrecht : Reidel 1 , 35 – 98 ; 1987 b, Advanced fault detection and isolation schemes using nonlinear and robust observers. Proceedings of the 10th IF AC World Congress Munich, 3, 63–68; 1990, Fault detection in dynamic systems using analytical and knowledge-based redundancy—a survey and some new results. Automatica, 26, 450–472; 1991, Fault diagnosis in dynamic systems using software redundancy. Invited Lecture Second Makuhari International Conference on High Technology, Chiba, Japan; also as 1992, European Journal of Diagnosis and Safety in Automation, 1(2), 113–143 .
   Google Scholar
• FRANK , P. M. , and KELLER , L. , 1979 , Sensitivity discriminating observer design for instrument failure detection . 18th IEEE Conference on Decision and Control , Fort Lauderdale , Florida ; also as 1980, IEEE Transactions of Aerospace and Electronic Systems, 16, 460–476; 1984, Entdeckung von Instrumentenfehleranzeigen mittels Zustandsschaetzung in technischen Regelungssystemen. VDI-Fortschrittsberichte, Reihe 8, Nr. 80, (Germany VDI-Verlag Duesseldorf) .
   Google Scholar
• FRANK , P. M. , and WUENNENBERG , J. , 1989 , Robust fault diagnosis using unknown input observer schemes . Fault Diagnosis in Dynamic Systems Theory and Application edited by R. J. Patton , P. M. Frank and R. N. Clark ( Englewood Cliffs , NJ : Prentice Hall ).
   Google Scholar
• FRANK , P. M. , KOEPPEN , B. , and WUENNENBERG , J. , 1991 , General solution of the robustness problem in linear-fault detection filters . First European Control Conference ECC 91 , Grenoble , France , Vol. 2 , pp. 1407 – 1412 .
   Google Scholar
• GE , W. , and FANG , C. Z. , 1988 , Detection of faulty components via robust observation . International Journal of Control , 47 , 581 – 599 .
   Web of Science ®Google Scholar
• GERTLER , J. J. , 1988 , Survey of model-based failure detection and isolation in complex plants . IEEE Control Systems Magazine , 3 – 11 ; 1991, Analytical redundancy methods in failure detection and isolation. Proceedings of the IFAC/IMACS Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS'91), Baden-Baden, Germany .
   Google Scholar
• HENGY , D. , and FRANK , P. M. , 1986 , Component failure detection via nonlinear state observers . Proceedings of the IF AC Workshop on Fault Detection and Safety in Chemical Plants , Kyoto , Japan , pp. 153 – 157 .
   Google Scholar
• HIMMELBLAU , D. M. , 1978 , Fault Detection and Diagnosis in Chemical and Petrochemical Processes . ( New York : Elsevier ).
   Google Scholar
• ISERMANN , R. , 1984 , Process fault diagnosis based on modelling and estimation methods—a survey . Automatica , 20 , 387 – 404 .
   Web of Science ®Google Scholar
• KROSCHEL , K. , and WERNZ , A. , 1990 , Sensor fault detection and localization using decorrelation methods . Proceedings of the 4th Eurosensors Conference , Karlsruhe , Germany .
   Google Scholar
• Lou , X. C. , WILLSKY , A. S. , and VERGHESE , G. C. , 1986 , Optimally robust redundancy relations for failure detection in uncertain systems . Automatica , 22 , 333 – 344 .
   Web of Science ®Google Scholar
• MASSOUMNIA , M. A. , 1986 , A geometric approach to failure detection and identification in linear systems . Ph.D. thesis , MIT , Cambridge , Massachusetts .
   Google Scholar
• PATTON , R. J. , and CHEN , J. , 1991 , A review of parity space approaches to fault diagnosis . Proceedings of the IFAC/IMACS Symposium on Fault Detection, Supervision and Safety for the Technical Processes (SAFEPROCESS'91) , Baden-Baden , Germany .
   Google Scholar
• PATTON , R. J. , FRANK , P. M. , and CLARK , R. N. , (editors), 1989 , Fault Diagnosis in Dynamic Systems Theory and Applications ( Englewood Cliffs , NJ : Prentice Hall ).
   Google Scholar
• PATTON , R. J. , and KANGETHE , S. M. , 1989 , Robust fault diagnosis using eigenstructure assignment of observers . Fault Diagnosis in Dynamic Systems Theory and Applications , edited by R. J. Patton , P. M. Frank and R. N. Clark ( Englewood Cliffs , NJ : Prentice Hall ).
   Google Scholar
• PATTON , R. J. , WILLCOX , S. W. , and WINTER , S. J. , 1986 , A parameter insensitive technique for aircraft sensor fault analysis using eigenstructure assignment and analytical redundancy . Guidance, Navigation and Control Conference , AIAA Paper 86-2029-CP , Williamsburg , Virginia .
   Google Scholar
• ROUGÉE , A. , BASSEVILLE , M. , BENVENISTE , A. , and MOUSTAKIDES , G. V. , 1987 , Optimum robust detection of changes in the AR part of a multivariable ARMA process . IEEE Transactions on Automatic Control , 1116 – 1120 .
   Web of Science ®Google Scholar
• SELIGER , R. , and FRANK , P. M. , 1991 a , Robust component fault detection and isolation in nonlinear dynamic systems using nonlinear unknown input observers . IFAC/IMACS Symposium on Fault Detection, Supervision and Safety for Technical Processes (SAFEPROCESS'91 ), Baden-Baden , Germany ; 1991 b, Fault diagnosis by disturbance decoupled nonlinear observers. Proceedings of the 30th Conference on Decision and Control, Brighton, U.K., Vol. 3, pp. 2248–2253 .
   Google Scholar
• VISWANADHAM , N. , and MINTO , K. D. , 1988 , Robust observer design with application to fault detection . American Control Conference Atlanta , Georgia .
   Google Scholar
• VISWANADHAM , N. , SARMA , V. V. S. , and SINGH , M. G. , 1987 , Reliability of Computer and Control Systems . North-Holland Systems and Control Series , Vol. 8 ( Amsterdam : North-Holland ).
   Google Scholar
• VISWANADHAM , N. , and SRICHANDER , R. , 1987 , Fault detection using unknown input observer . Control-Theory and Advanced Technology , 3 , 91 – 101 .
   Google Scholar
• VISWANADHAM , N. , TAYLOR , J. H. , and LUCE , E. C. , 1987 , A frequency-domain approach to failure detection and isolation with application to GE-21 turbine engine control systems . Control-Theory and Advanced Technology , 3 , 45 – 72 .
   Google Scholar
• WALKER , B. K. , 1983 , Recent developments in fault diagnosis and accommodation . AIAA Guidance and Control Conference , AIAA Paper No. 83-2358-CP , Gatlingburg , Tenessee ; 1989, Fault detection threshold determination using Markov theory. Fault Diagnosis in Dynamic Systems Theory and Application edited by R. J. Patton, P. M. Frank and R. N. Clark (Englewood Cliffs, NJ: Prentice Hall) .
   Google Scholar
• WATANABE , K. , and HIMMELBLAU , D. M. , 1982 , Instrument failure detection in systems with uncertainties . International Journal of System Science , 13 , 137 – 158 .
   Web of Science ®Google Scholar
• WEISS , J. L. , PATTIPATI , K. R. , WILLSKY , A. S. , ETERNO , J. S. , and CRAWFORD , J. T. , 1985 , Robust detection/isolation/accommodation for sensor failures . Research Report No. TR-213 , Alphatec Inc. , Burlington , Massachusetts .
   Google Scholar
• WHITE , J. E. , and SPEYER , J. L. , 1987 , Detection filter design spectral theory and algorithms . IEEE Transactions on Automatic Control , 32 , 593 – 603 .
   Web of Science ®Google Scholar
• WILBERS , D. M. , and SPEYER , J. L. , 1989 , Detection filters for aircraft sensor and actuator faults . Proceedings of the IEEE International Conference on Control and Application, (ICCON'89) , Jerusalem , Israel , Vol. TA-4-3 , pp. 1 – 6 .
   Google Scholar
• WILLSKY , A. S. , 1976 , A survey of design methods for failure detection in dynamic systems , Automatica , 12 , 601 – 611 .
   Web of Science ®Google Scholar
• WUENNENBERG , J. , 1990 , Observer-based fault detection in dynamic systems . Ph.D. thesis , University of Duisburg , Fachgebiet Mess- und Regelungstechnik .
   Google Scholar
• WUENNENBERG , J. , and FRANK , P. M. , 1986 , Sensor fault detection via robust observers . First European Workshop on Fault Diagnostics, Reliability and Related Knowledge-Based Approaches , Rhodes, Greece. In System Fault Diagnostics, Reliability and Related Knowledge-Based Approaches , edited by S. Tzafestas , M. G. Singh and G. Schmidt ( Dordrecht : Reidel ); 1988, Model-based residual generation for dynamic systems with unknown inputs. Proceedings of the 12th IMACS World Congress on Scientific Comutation, Paris, France. Vol. 2, pp. 435–437 .
   Google Scholar
• †This paper was presented as an invited survey paper at the IFAC Symposium SAFE-PROCESS '91, Baden-Baden, 1991.
   Google Scholar