Artificial immune system - Based aircraft failure evaluation over extended flight envelope

AIAA Guidance, Navigation, and Control Conference

Volumn , Issue , 2010, Pages

  Moncayo, Hever ^a,b   Perhinschi, Mario G ^a,b   Davis, Jennifer ^a,b  

^a WEST VIRGINIA UNIVERSITY   (United States)

^b Dept of Mechanical and Aerospace Engineering ^*  (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ADAPTIVE CONTROL LAW; AIRCRAFT FAILURES; ARTIFICIAL IMMUNE; ARTIFICIAL IMMUNE SYSTEM; FLIGHT SIMULATION; MODEL-FOLLOWING; NONLINEAR DYNAMIC INVERSION; STRUCTURAL FAILURE; WIDE AREA;

FLIGHT SIMULATORS; IMMUNOLOGY; NEURAL NETWORKS;

FLIGHT ENVELOPES;

EID: 84867778406     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2514/6.2010-8038     Document Type: Conference Paper

References (27)

1. White J., "NASA's Aviation Safety Program", 44th Annual AIAA Aerospace Sciences Meeting, Reno, Nevada, January 2006
2. KrishnaKumar K., Gundy-Burlet K., "Intelligent Control Approaches for Aircraft Applications", JANAFF Interagency Propulsion Committee Meeting, Destin, FL, 2002.
3. KrishnaKumar K., "Intelligent Systems For Aerospace Engineering-An Overview", Proceedings of the von Karman Lecture series on Intelligent Systems for Aeronautics, Belgium, May 2002.
4. Unnikrishnan Suraj., Prasad J.V.R., "Reactionary Automatic Envelope Protection for Autonomous Unmanned Aerial Vehicles", Proceedings of the AIAA Atmospheric Flight Mechanics Conference and Exhibit, Providence, RI, August 2004
5. Unnikrishnan Suraj., Prasad J.V.R., "Carefree Handling using Reactionary Envelope Protection Method", Proceedings of the AIAA Guidance, Navigation, and Control Conference, Keystone, CO, August 2006.
6. Tang L., Roemer M., Ge J., Crassidis A., Prasad, J.V.R., Belcastro C., "Methodologies for Adaptive Flight Envelope Estimation and Protection", Proceedings of the AIAA Guidance, Navigation, and Control Conference, Chicago, IL, August 2009
7. Keller J., McKillip R., Kim S., "Aircraft Flight Envelope Determination using Upset Detection and Physical Modeling Methods", Proceedings of the AIAA Guidance, Navigation, and Control Conference, Chicago, IL, August 2009
8. Perhinschi M. G., Moncayo H., Davis J., "Integrated Framework for Aircraft Sub-System Failure Detection, Identification, and Evaluation Based on the Artificial Immune System Paradigm", Proceedings of the AIAA Guidance, Navigation, and Control Conference, Chicago, IL, August 2009
9. Moncayo H., Perhinschi M. G., Davis J., "Immunity - Based Aircraft Failure Detection and Identification Using an Integrated Hierarchical Multi-Self Strategy", Proc. of the AIAA Guidance, Navigation, and Control Conference, Chicago, IL, August 2009
10. Dasgupta D., Forrest S., "Artificial Immune Systems in Industrial Applications", Proceedings of the Second International Conference on Intelligent Processing and Manufacturing of Materials, IEEE press, 257-267, 1999
11. Dasgupta D., KrishnaKumar K., Wong D., Berry M., "Negative Selection Algorithm for Aircraft Fault Detection", G. Nicosia et al. (Eds.): ICARIS 2004, LNCS 3239, pp. 1-13, 2004
12. KrishnaKumar K., "Artificial Immune System Approaches for Aerospace Applications", AIAA-2003-0457, Proc. of the 41st Aerospace Sciences Meeting & Exhibit, Reno, Nevada, 2003
13. Benjamini E., "Immunology, A Short Course", Wiley-Liss Publications, New York, NY, 1992
14. Forrest S, Perelson A. S., Allen L., Cherukuri R., "Self-nonself discrimination in a computer", Proc. of the IEEE Symposium on Research in Security and Privacy, IEEE Computer Society Press, Los Alamitos, CA, pp. 202-212, 1994
15. Dasgupta D., Majumdar N., "Anomaly Detection in Multidimensional Data Using Negative Selection Algorithm", Proceedings of the Congress on Evolutionary Computation CEC '02, Vol. 02, pp 1039-1044, 2002
16. Gonzalez, F., Dasgupta, D., "Anomaly Detection Using Real-Valued Negative Selection", Genetic Programming and Evolvable Machines, 4(4), pages 383-403, Kluwer Acad. Publ., 2003
17. Gonzalez, F., Dasgupta, D., Niño, L., "A Randomized Real-Valued Negative Selection Algorithm", Proc. 2nd International Conference on Artificial Immune Systems, Edinburgh, UK, pp. 261-272, 2003
18. Stibor T., Timmis J., Eckert C., "On the Appropriateness of Negative Selection defined over Hamming Shape- Space as a Network Intrusion Detection System", Proceedings of the 4th International Conference on Artificial Immune Systems, 2006
19. Sanchez S. P., Perhinschi M. G., Moncayo H., Napolitano M. R., Davis J., Fravolini M. L. (2009), "In-Flight Actuator Failure Detection and Identification for a Reduced Size UAV Using the Artificial Immune System Approach", Proceedings of the Guidance, Navigation, and Control Conference, AIAA, Chicago, IL, August 2009
20. Perhinschi M. G., Campa G., Napolitano M.R., Lando M., Massotti L., Fravolini M. L., "Modeling and Simulation of a Fault Tolerant Control System", International Journal of Modelling and Simulation, vol. 26, no. 1, pp. 1-10, Jan. 2006
21. Perhinschi M. G., Napolitano M.R., "A Simulation Environment for Design and Testing of Aircraft Adaptive Fault-Tolerant Control Systems", Aircraft Engineering and Aerospace Technology: An International Journal, Vol. 80, Iss. 6 pp 620-632, Dec. 2008
22. Perhinschi M. G., Napolitano M.R., Campa G., Fravolini M. L., Seanor B., "Integration of Sensor and Actuator Failure Detection, Identification, and Accommodation Schemes within Fault Tolerant Control Laws", Control and Intelligent Systems, vol. 35, no. 4, Dec. 2007
23. Perhinschi M. G., Napolitano M.R., Campa G., Fravolini M. L., "A Simulation Environment for Testing And Research of Neurally Augmented Fault Tolerant Control Laws Based on Non-Linear Dynamic Inversion", Proceedings of the AIAA Modeling and Simulation Technologies Conference, 2004 Providence RI
24. Perhinschi M. G., Napolitano M.R., Campa G., Seanor B., Gururajan S., "Design of Intelligent Flight Control Laws for the WVU F-22 Model Aircraft", Proceedings of the AIAA Intelligent Systems Technical Conference 2004 Chicago IL, AIAA2004-6282
25. Perhinschi M. G., Napolitano M.R., Campa G., Seanor B., Burken J., Larson R., "An Adaptive Threshold Approach for the Design of an Actuator Failure Detection and Identification Scheme", IEEE Transactions on Control Systems Technology, vol. 14, no 3, pp 519-525, May 2006
26. Davis J., Perhinschi M. G., Moncayo H., "Evolutionary Algorithm for Artificial Immune System-Based Failure Detector Generation and Optimization", AIAA Journal of Guidance, Control, and Dynamics, Vol. 33, No. 2, pp. 302-320, Mar.-Apr. 2010
27. Timothy R. Conners and Robert L. Sims., "Full Flight Envelope Direct Thrust Measurement on a Supersonic Aircraft", Dryden Flight Research Center, Edwards, California, NASA/TM-1998-206560, July, 1998.