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Volumn 83, Issue 11, 2010, Pages 2308-2327

SFDIA of consecutive sensor faults using neural networks - Demonstrated on a UAV

Author keywords

consecutive sensor faults; fault accommodation; fault detection; neural networks

Indexed keywords

ANGLE-OF-ATTACK SENSOR; FALSE ALARM RATE; FAST EXECUTION TIME; FAULT ACCOMMODATION; FLIGHT DATA; LINEAR TIME INVARIANT MODEL; MODEL COMPLEXES; MODEL-BASED; MULTIPLE SENSORS; ONLINE TRAINING; PENTIUM PROCESSORS; RESIDUAL GENERATOR; SENSOR FAULT; SENSOR FAULT DETECTION; SENSOR REDUNDANCY; UNMANNED AIR VEHICLES;

EID: 78649288143     PISSN: 00207179     EISSN: 13665820     Source Type: Journal    
DOI: 10.1080/00207179.2010.520031     Document Type: Article
Times cited : (10)

References (41)
  • 2
    • 0033736574 scopus 로고    scopus 로고
    • Instrument fault detection and isolation: State of the art and new research trends
    • Betta, G., and Pietrosanto, A. (2000), 'Instrument Fault Detection and Isolation: State of the Art and New Research Trends', IEEE Transactions on Instrumentation and Measurement, 49, 100-107.
    • (2000) IEEE Transactions on Instrumentation and Measurement , vol.49 , pp. 100-107
    • Betta, G.1    Pietrosanto, A.2
  • 7
    • 70349878509 scopus 로고    scopus 로고
    • On the fault diagnosis problem for non-linear systems: A fuzzy sliding mode observer approach
    • Castillo-Toledo, B., Di Gennaro, S., and Anzurez Marin, J. (2009), 'On the Fault Diagnosis Problem for Non-linear Systems: A Fuzzy Sliding Mode Observer Approach', Journal of Intelligent and Fuzzy Systems, 20, 187-199.
    • (2009) Journal of Intelligent and Fuzzy Systems , vol.20 , pp. 187-199
    • Castillo-Toledo, B.1    Di Gennaro, S.2    Marin, A.J.3
  • 10
    • 0024861871 scopus 로고
    • Approximation by superposition of sigmoidal functions
    • Cybenko, G. (1989), 'Approximation by Superposition of Sigmoidal Functions', Mathematics of Control, Signals, and Systems, 2, 303-309.
    • (1989) Mathematics of Control, Signals, and Systems , vol.2 , pp. 303-309
    • Cybenko, G.1
  • 12
    • 78649305145 scopus 로고    scopus 로고
    • FAA: Unmanned Aircraft Systems UAS Certifications and Authorizations, U. S. Department of Transportation, Accessed 5 November 2007
    • FAA: Unmanned Aircraft Systems (UAS) Certifications and Authorizations (2007). U. S. Department of Transportation, http://www.faa.gov/aircraft/air- cert/design-approvals/uas/cert/ (Accessed 5 November 2007).
    • (2007)
  • 13
    • 0025421966 scopus 로고
    • Fault diagnosis in dynamic systems using analytical and knowledge-based redundancy: A survey and some new results
    • Frank, P. M. (1990), 'Fault Diagnosis in Dynamic Systems using Analytical and Knowledge-based Redundancy: A Survey and Some New Results', Automatica, 26, 459-474.
    • (1990) Automatica , vol.26 , pp. 459-474
    • Frank, P.M.1
  • 15
    • 0024122587 scopus 로고
    • Survey of model-based failure detection and isolation in complex plants
    • Gertler, J. (1988), 'Survey of Model-based Failure Detection and Isolation in Complex Plants', IEEE Control Systems Magazine, 8, 3-11.
    • (1988) IEEE Control Systems Magazine , vol.8 , pp. 3-11
    • Gertler, J.1
  • 17
    • 0016355478 scopus 로고
    • A new look at the statistical model identification
    • Hirotugu, A. (1974), 'A New Look at the Statistical Model Identification', IEEE Transactions on Automatic Control, 19, 716-723.
    • (1974) IEEE Transactions on Automatic Control , vol.19 , pp. 716-723
    • Hirotugu, A.1
  • 18
    • 0024880831 scopus 로고
    • Multilayer feedforward networks are universal approximators
    • Hornik, K., Stinchcombe, M., and White, H. (1989), 'Multilayer Feedforward Networks are Universal Approximators', Neural Networks, 2, 359-366.
    • (1989) Neural Networks , vol.2 , pp. 359-366
    • Hornik, K.1    Stinchcombe, M.2    White, H.3
  • 20
    • 0021468997 scopus 로고
    • Process fault detection based on modelling and estimation methods: A survey
    • Isermann, R. (1984), 'Process Fault Detection based on Modelling and Estimation Methods: A Survey', Automatica, 20, 387-404.
    • (1984) Automatica , vol.20 , pp. 387-404
    • Isermann, R.1
  • 21
    • 19044365246 scopus 로고    scopus 로고
    • Model based fault detection and diagnosis: Status and applications
    • St. Petersburg, pp. 71-85
    • Isermann, R. (2004), 'Model based Fault Detection and Diagnosis: Status and Applications', in 16th Symposium on Automatic Control in Aerospace, St. Petersburg, pp. 71-85.
    • (2004) 16th Symposium on Automatic Control in Aerospace
    • Isermann, R.1
  • 22
    • 0031148456 scopus 로고    scopus 로고
    • Trends in the application of model-based fault detection and diagnosis of technical processes
    • Isermann, R., and Balle, P. (1997), 'Trends in the Application of Model-based Fault Detection and Diagnosis of Technical Processes', Control Engineering Practice, 5, 709-719.
    • (1997) Control Engineering Practice , vol.5 , pp. 709-719
    • Isermann, R.1    Balle, P.2
  • 23
    • 0034216119 scopus 로고    scopus 로고
    • Analysis of minimal radial basis function network algorithm for real time identification of nonlinear dynamic systems
    • Li, Y., Sundararajan, N., and Saratchandran, P. (2000), 'Analysis of Minimal Radial Basis Function Network Algorithm for Real Time Identification of Nonlinear Dynamic Systems', IEE Proceedings, Control Theory and Application, 4, 476-484.
    • (2000) IEE Proceedings, Control Theory and Application , vol.4 , pp. 476-484
    • Li, Y.1    Sundararajan, N.2    Saratchandran, P.3
  • 26
    • 0000900876 scopus 로고
    • Skeletonization: A technique for trimming the fat from a network via relevance assessment
    • Mozer, M., and Smolensky, P. (1989), 'Skeletonization: A Technique for Trimming the Fat from a Network via Relevance Assessment', Advances in Neural Information Processing Systems, 1, 107-115.
    • (1989) Advances in Neural Information Processing Systems , vol.1 , pp. 107-115
    • Mozer, M.1    Smolensky, P.2
  • 35
    • 77951557860 scopus 로고    scopus 로고
    • A comparative study of NN and EKF based SFDA schemes with application to nonlinear UAV model
    • Samy, I., Postlethwaite, I., and Gu, D. (2010a), 'A Comparative Study of NN and EKF based SFDA Schemes with Application to Nonlinear UAV Model', International Journal of Control, 83, 1025-1043.
    • (2010) International Journal of Control , vol.83 , pp. 1025-1043
    • Samy, I.1    Postlethwaite, I.2    Gu, D.3
  • 40
    • 0017022844 scopus 로고
    • A survey of design methods for failure detection in dynamic systems
    • Willsky, A. S. (1976), 'A Survey of Design Methods for Failure Detection in Dynamic Systems', Automatica, 12, 601-611.
    • (1976) Automatica , vol.12 , pp. 601-611
    • Willsky, A.S.1
  • 41
    • 0036530317 scopus 로고    scopus 로고
    • A robust detection and isolation scheme for abrupt and incipient faults in nonlinear systems
    • Xiadong, Z., Polycarpou, M., and Parisini, T. (2002), 'A Robust Detection and Isolation Scheme for Abrupt and Incipient Faults in Nonlinear Systems', IEEE Transactions on Automatic Control, 47, 576-593.
    • (2002) IEEE Transactions on Automatic Control , vol.47 , pp. 576-593
    • Xiadong, Z.1    Polycarpou, M.2    Parisini, T.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.