Simulation environment for the development and testing of immunity-based aircraft failure detection schemes

AIAA Modeling and Simulation Technologies Conference 2011

Volumn , Issue , 2011, Pages 1119-1136

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

^a West Virginia University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

AIRCRAFT ACTUATORS; ARTIFICIAL IMMUNE SYSTEM; COMPUTATIONAL TOOLS; DESIGN AND SIMULATION; DEVELOPMENT AND TESTING; FAILURE DETECTION; SIMULATION ENVIRONMENT; VISUALIZATION SOFTWARE;

AIRCRAFT; COMPUTER SIMULATION; DAMAGE DETECTION; DESIGN; FLIGHT SIMULATORS; MATHEMATICAL MODELS;

AIRCRAFT DETECTION;

EID: 84880611455     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (29)

1. "Annual Reviews of Aircraft Accident Data", National Transportation Safety Board Reports, 1938 - 2007, retrieved from http://www.ntsb.gov/Aviation/Stats.htm
2. "General Aviation Accident Trends and Factors for 1997-2006", The 1997-2006 Nall Reports, Aircraft Owners and Pilots Association, 1997-2006, retrieved from http://www.aopa.org/asf/publications/nall.html
3. Aviation Safety Database 1943-2008, Aviation Safety Network, Flight Safety Foundation, http://aviation-safety.net/database/
4. "Accident/Incident Data System", Federal Aviation Administration, 1978-2007 accessible at http://www.asias.faa.gov/portal/page?_pageid=56,85166&_dad=portal&_schema=PORTAL
5. White J., "NASA's Aviation Safety Program", 44th Annual AIAA Aerospace Sciences Meeting, Reno, Nevada, January 2006
6. KrishnaKumar K., "Artificial Immune System Approaches for Aerospace Applications", Proc. of the 41st Aerospace Sciences Meeting & Exhibit, AIAA-2003-0457, Reno, Nevada, 2003.
7. 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
8. Perhinschi M. G., Moncayo H., Davis J., "Integrated Framework for Artificial Immunity-Based Aircraft Failure Detection, Identification, and Evaluation", AIAA Journal of Aircraft, Vol. 47, No. 6, Nov.-Dec. 2010, pp. 1847-1859
9. Moncayo H., Perhinschi M. G., Davis J., "Artificial Immune System - Based Aircraft Failure Detection and Identification Using an Integrated Hierarchical Multi-Self Strategy", AIAA Journal of Guidance, Control, and Dynamics, Vol. 33, No. 4, Jul.-Aug. 2010, pp. 302-320
10. Moncayo H., Perhinschi M. G., Davis J., "Artificial Immune System - Based Aircraft Failure Detection and Identification Over an Extended Flight Envelope", The Aeronautical Journal, Vol. 115, No. 1164, Feb. 2011.
11. Moncayo H., Perhinschi M. G., "Aircraft Fault Tolerance: A Biologically Inspired Immune Framework for Sub-System Failures", VDM Verlag Dr. Muller GmbH & Co. KG, VDM Publishing House ltd., Saarbruecken, Germany, 2011.
12. Benjamini E., Immunology, A Short Course, Wiley-Liss Publications, New York, NY, 1992.
13. Farmer J., Norman H., Packard S., Perelson A. S., "The Immune System, Adaptation, and Machine Learning", Physica 22D 187-204, North-Holland, Amsterdam, 1986.
14. Forrest S, Perelson A. S., Allen L., Cherukuri R., "Self-nonself discrimination in a computer", Proc. of the IEEE Symp. on Research in Security and Privacy, IEEE Computer Soc. Press, Los Alamitos, CA, 1994, pp. 202-212.
15. Dasgupta D., Attoh-Okine N., "Immunity-Based Systems: A Survey", IEEE International Conference on Systems, Man, and Cybernetics, Orlando, Florida, 1997.
16. Perhinschi M. G., Napolitano M.R., Campa G., "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, December 2008, pp 620-632.
17. FlightGear (2010). Flightgear official site.Web Page. Available online at http://www.flightgear.org/.
18. Laminar Research (2007). X-plane flight simulator. Web Page. Available online at http://www.x-plane.com.
19. Antoniewicz R.F., Duke E.L. and Patterson B.P., "User's manual for interactive LINEAR, a Fortran program to derive linear aircraft models," NASA Technical Paper 2835, 1988.
20. Perhinschi M. G., Napolitano M.R., Campa G., Fravolini M. L. "A simulation environment for testing and research of neutrally augmented fault tolerant control laws based on non-linear dynamic inversion," Proceedings of the AIAA Modeling and Simulation Technologies Conference, Providence, RI, 2004.
21. Parker K. I., Guo T-H., "Development of a Turbofan Engine Simulation in a Graphical Simulation Environment", NASA Technical Memorandum, 2003-212543.
22. Parker K. I., Melcher K. J., "The Modular Aero-Propulsion System Simulation (MAPSS) Users' Guide", NASA Technical Memorandum, 2004-212968.
23. Perhinschi M. G., Porter J., Moncayo H., Davis J., Wayne W. S., Development of a Detection Scheme for Aircraft Engine Failures Based on the Artificial Immune System Paradigm, AIAA Guidance, Navigation, and Control Conference, Toronto, Ontario, Canada, August 2010.
24. Calise, A.J. and Sharma, M. "Adaptive autopilot design for guided munitions", AIAA Journal of Guidance, Control and Dynamics, vol. 23 no 5, 2000.
25. 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, January 2006, pp. 1-10.
26. 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, December 2008, pp. 620-632.
27. 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, March-April 2010, pp. 302-320.
28. Davis J., "The Design of an Evolutionary Algorithm for Artificial Immune System Based Failure Detector Generation and Optimization", MS Thesis, Dept. of Mechanical and Aerospace Engineering, West Virginia University, Morgantown, WV, 2010.
29. Moncayo H., Perhinschi M. G., Davis J., "Artificial Immune System - Based Aircraft Failure Evaluation over Extended Flight Envelope", AIAA Guidance, Navigation, and Control Conference, Toronto, Ontario, Canada, August 2010.