Fault detection and isolation in aircraft systems using stochastic nonlinear modelling of flight data dependencies

14th Mediterranean Conference on Control and Automation, MED'06

Volumn , Issue , 2006, Pages

  Dimogianopoulos, Dimitrios G ^a   Hios, John D ^a   Fassois, Spilios D ^a  

^a UNIVERSITY OF PATRAS   (Greece)

Author keywords

Aircraft systems; Fault detection and isolation; Statistical decision making; Stochastic non linear modelling

Indexed keywords

AIRCRAFT SYSTEMS; FAULT DETECTION AND ISOLATION; STATISTICAL DECISION MAKING; STOCHASTIC NON-LINEAR MODELLING;

AIRCRAFT; COMPUTER SIMULATION; DECISION MAKING; NONLINEAR ANALYSIS; STOCHASTIC CONTROL SYSTEMS;

FAULT DETECTION;

EID: 35948933149     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MED.2006.328695     Document Type: Conference Paper

References (14)

1. ∞ Fault Detection and Isolation to a Transport Aircraft, Control Engineering Practice, vol. 13, 2005, pp. 105-119.
2. th IEEE Conference on Decision and Control, Tampa, FL, 1998.
3. Y. Zhang and X. Li, Detection and Diagnosis of Sensor and Actuator Failures Using IMM Estimator, IEEE Transactions on Aerospace and Electronic Systems, vol. 34, 1998, pp. 1293-1313.
4. Y. Zhang and J. Jiang, Integrated Active Fault-Tolerant Control Using IMM Approach, IEEE Transactions on Aerospace and Electronic Systems, vol. 37, 2001, pp. 1221-1235.
5. J. Boskovic and R. Mehra, Multiple-Model Adaptive Flight Control Scheme for Accommodation of Actuator Failures, Journal of Guidance, Control and Dynamics, vol. 25, 2002, pp. 712-724.
6. nd AIAA Unmanned Unlimited Conference, Workshop and Exhibit, San Diego, California, 2003.
7. M. Napolitano, Y An and B. Seanor, A Fault Tolerant Flight Control System for Sensor and Actuator Failures Using Neural Networks, Aircraft Design, vol. 3, 2000, pp. 103-128.
8. T. Axelsson, "Diagnosis System Conceptual Design Utilizing Structural Methods Applied on a UAV's Fuel System", LiTH-ISY-EX-3552- 2004, Linkopings Universitet, SE-581 83 Linkoping, 2004.
9. Q. Zhang, M. Basseville and A. Benveniste, Fault Detection and Isolation in Nonlinear Dynamic Systems: A Combined Input-Output and Local Approach, Automatica, vol. 34, 1998, pp. 1359-1374.
10. J. Sakellariou and S. Fassois, "Nonlinear ARX (NARX) Based Identification and Fault Detection in 2 DOF Systems with Cubic Stiffness", in Proceedings of ISMA, Leuven, Belgium, 2002.
11. P. Samara, G. Fouskitakis, J. Sakellariou and S. Fassois, "Aircraft Angle-of-Attack Virtual Sensor Design via a Functional Pooling NARX Methodology", in European Control Conference, University of Cambridge, UK, 2003.
12. G. Box, G. Jenkins and G. Reinsel, Time Series Analysis, Forecasting and Control, Prentice Hall, Englewood Cliffs, NJ; 1994.
13. T. Söderström and P. Stoica, System Identification, Prentice Hall-Int., London; 1989.
14. S. Billings, S. Chen and M. Korenberg, Identification of MIMO Nonlinear Systems Using a Forward-Regression Orthogonal Estimator, International Journal of Control, vol. 49, 1989, pp. 2157-2189.