메뉴 건너뛰기




Volumn , Issue , 2009, Pages

Integrated framework for aircraft sub-system failure detection, identification, and evaluation based on the artificial immune system paradigm

Author keywords

[No Author keywords available]

Indexed keywords

AIRCRAFT; AIRCRAFT DETECTION; FAILURE (MECHANICAL); FAULT DETECTION; FLIGHT ENVELOPES; FUZZY LOGIC; FUZZY NEURAL NETWORKS; GENETIC ALGORITHMS; IMMUNE SYSTEM; PATTERN RECOGNITION SYSTEMS; SYSTEMS ENGINEERING;

EID: 78049273756     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.2514/6.2009-6261     Document Type: Conference Paper
Times cited : (15)

References (59)
  • 1
    • 78049274081 scopus 로고
    • National Transportation Safety Board Reports, retrieved from
    • "Annual Reviews of Aircraft Accident Data", National Transportation Safety Board Reports, 1938-2007, retrieved from http://www.ntsb.gov/Aviation/Stats.htm
    • (1938) Annual Reviews of Aircraft Accident Data
  • 3
    • 84867808949 scopus 로고    scopus 로고
    • Aviation Safety Network, Flight Safety Foundation
    • Aviation Safety Database 1943-2008, Aviation Safety Network, Flight Safety Foundation, http://aviationsafety.net/database/
    • Aviation Safety Database 1943-2008
  • 4
    • 78049237648 scopus 로고
    • Federal Aviation Administration accessible at
    • "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
    • (1978) Accident/Incident Data System
  • 8
    • 0346837072 scopus 로고
    • Agard LS-109, Neuilly sur Seine, France, October
    • Wilsky A.S., "Failure Detection in Dynamic Systems", Agard LS-109, Neuilly sur Seine, France, October, 1980, 2.1-2.14
    • (1980) Failure Detection in Dynamic Systems , pp. 21-214
    • Wilsky, A.S.1
  • 10
    • 85087597387 scopus 로고    scopus 로고
    • Linear parameter varying control synthesis for actuator failure, based on estimated parameter
    • AIAA Paper 02-4546, Monterey, CA, Aug.
    • Shin J. Y., Wu N. E., Belcastro C., "Linear Parameter varying Control Synthesis for Actuator Failure, Based on Estimated Parameter", Proceedings of the AIAA Guidance, Navigation and Control Conference, AIAA Paper 02-4546, Monterey, CA, Aug. 2002
    • (2002) Proceedings of the AIAA Guidance, Navigation and Control Conference
    • Shin, J.Y.1    Wu, N.E.2    Belcastro, C.3
  • 12
    • 0030086201 scopus 로고    scopus 로고
    • On-line learning neural architectures and cross-correlation analysis for actuator failure detection and identification
    • Napolitano M.R., Casdorph V., Neppach C., Naylor S, "On-line Learning Neural Architectures and Cross-Correlation Analysis for Actuator Failure Detection and Identification", International Journal of Control, Vol. 63, No. 3, pp.433-455, 1996
    • (1996) International Journal of Control , vol.63 , Issue.3 , pp. 433-455
    • Napolitano, M.R.1    Casdorph, V.2    Neppach, C.3    Naylor, S.4
  • 13
    • 0036061014 scopus 로고    scopus 로고
    • Fault diagnosis using neural networks with ellipsoidal basis functions
    • Anchorage, AK
    • Jakubek S., Strasser T., "Fault Diagnosis Using Neural Networks with Ellipsoidal Basis Functions", Proceedings of the American Control Conference, Anchorage, AK 2002, pp.3846-3851
    • (2002) Proceedings of the American Control Conference , pp. 3846-3851
    • Jakubek, S.1    Strasser, T.2
  • 15
    • 0142226215 scopus 로고    scopus 로고
    • A fault tolerant flight control system for sensor and actuator failures using neural networks
    • Napolitano M. R., Younghawn A., Seanor B., "A Fault Tolerant Flight Control System for Sensor and Actuator Failures Using Neural Networks," Aircraft Design, 2000, Vol. 3 No 2
    • (2000) Aircraft Design , vol.3 , Issue.2
    • Napolitano, M.R.1    Younghawn, A.2    Seanor, B.3
  • 20
    • 78049267593 scopus 로고    scopus 로고
    • Structural analysis methods for structural health management of future aerospace vehicles
    • Langley Research Center, Hampton, Virginia
    • Tessler A., "Structural Analysis Methods for Structural Health Management of Future Aerospace Vehicles", NASA/TM-2007-214871, Langley Research Center, Hampton, Virginia, 2007
    • (2007) NASA/TM-2007-214871
    • Tessler, A.1
  • 21
    • 38349168628 scopus 로고    scopus 로고
    • Integration of sensor and actuator failure detection, identification, and accomodation schemes within fault tolerant control laws
    • Dec.
    • Perhinschi M. G., Napolitano M.R., Campa G., Fravolini M. L., Seanor B., "Integration of Sensor and Actuator Failure Detection, Identification, and Accomodation Schemes within Fault Tolerant Control Laws", Control and Intelligent Systems, vol. 35, no. 4, Dec. 2007
    • (2007) Control and Intelligent Systems , vol.35 , Issue.4
    • Perhinschi, M.G.1    Napolitano, M.R.2    Campa, G.3    Fravolini, M.L.4    Seanor, B.5
  • 24
    • 79251513099 scopus 로고    scopus 로고
    • Integrated Intelligent Flight Deck Technical Plan, Aviation Safety Program, Aeronautics Research Mission Directorate, NASA
    • Young S. D., Quon L., "Integrated Intelligent Flight Deck", Integrated Intelligent Flight Deck Technical Plan, Aviation Safety Program, Aeronautics Research Mission Directorate, NASA, 2007, http://www.aeronautics. nasa.gov/nra-pdf/iifd-tech-plan-c1.pdf
    • (2007) Integrated Intelligent Flight Deck
    • Young, S.D.1    Quon, L.2
  • 25
    • 79251517236 scopus 로고    scopus 로고
    • Aircraft Aging and Durability Project Technical Plan, Aviation Safety Program, Aeronautics Research Mission Directorate, NASA
    • Young R., Rohn D., "Aircraft Aging and Durability Project", Aircraft Aging and Durability Project Technical Plan, Aviation Safety Program, Aeronautics Research Mission Directorate, NASA, 2007, http://www.aeronautics. nasa.gov/nra-pdf/aad-tech-plan-c1.pdf
    • (2007) Aircraft Aging and Durability Project
    • Young, R.1    Rohn, D.2
  • 26
  • 27
    • 35048823894 scopus 로고    scopus 로고
    • Negative selection algorithm for aircraft fault detection
    • G. Nicosia et al. (Eds.): ICARIS 2004
    • Dasgupta D., Krishna Kumar 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
    • (2004) LNCS , vol.3239 , pp. 1-13
    • Dasgupta, D.1    Krishna Kumar, K.2    Wong, D.3    Berry, M.4
  • 29
    • 46149127936 scopus 로고
    • The immune system, adaptation, and machine learning
    • North-Holland, Amsterdam
    • Farmer J., Norman H., Packard S., Perelson A. S., "The Immune System, Adaptation, and Machine Learning", Physica 22D 187-204, North-Holland, Amsterdam, 1986
    • (1986) Physica , vol.22 D , pp. 187-204
    • Farmer, J.1    Norman, H.2    Packard, S.3    Perelson, A.S.4
  • 34
    • 0029718285 scopus 로고    scopus 로고
    • An immunological approach to change detection: Algorithms, analysis and implications
    • D'haeseleer P., Forrest S., "An Immunological Approach to Change Detection: Algorithms, Analysis and Implications", IEEE Symposium on Security and Privacy, 1996
    • (1996) IEEE Symposium on Security and Privacy
    • D'haeseleer, P.1    Forrest, S.2
  • 36
    • 0012234547 scopus 로고    scopus 로고
    • Artificial immune systems: A novel paradigm to pattern recognition"
    • J. M. Corchado, L. Alonso, and C. Fyfe (eds.), SOCO-2002, University of Paisley, UK
    • De Castro L., Timmis J., "Artificial Immune Systems: A Novel Paradigm to Pattern Recognition", Artificial Neural Networks in Pattern Recognition, J. M. Corchado, L. Alonso, and C. Fyfe (eds.), SOCO-2002, University of Paisley, UK, pp. 67-84, 2002
    • (2002) Artificial Neural Networks in Pattern Recognition , pp. 67-84
    • De Castro, L.1    Timmis, J.2
  • 40
    • 71649110512 scopus 로고    scopus 로고
    • Artificial immune systems as a novel soft computing paradigm
    • De Castro L., Timmis J., "Artificial Immune Systems as a Novel Soft Computing Paradigm", Soft Computing Journal Vol. 7, Issue 7, 2003
    • (2003) Soft Computing Journal , vol.7 , Issue.7
    • De Castro, L.1    Timmis, J.2
  • 41
    • 0037781389 scopus 로고    scopus 로고
    • An immunogenetic technique to detect anomalies in network traffic
    • Gonzalez F., Dasgupta D., Kizma R, "An Immunogenetic Technique to Detect Anomalies in Network Traffic", GECCO 2002: 1081-1088, 2002
    • (2002) GECCO 2002 , pp. 1081-1088
    • Gonzalez, F.1    Dasgupta, D.2    Kizma, R.3
  • 42
    • 33847623487 scopus 로고    scopus 로고
    • An immuno control framework for decentralized mechatronic control
    • ICARIS
    • Ko A., Lau H., Lau T., "An Immuno Control Framework for Decentralized Mechatronic Control", ICARIS, LNCS 3239, pp. 91-105, 2002
    • (2002) LNCS , vol.3239 , pp. 91-105
    • Ko, A.1    Lau, H.2    Lau, T.3
  • 44
    • 33750231629 scopus 로고    scopus 로고
    • Applicability issues of the real-valued negative selection algorithms
    • Seattle, Washington, USA
    • Ji Z., Dasgupta D., "Applicability Issues of the Real-Valued Negative Selection Algorithms", GECCO 2006, Seattle, Washington, USA. 2006
    • (2006) GECCO 2006
    • Ji, Z.1    Dasgupta, D.2
  • 47
    • 78049241579 scopus 로고    scopus 로고
    • Immunity - Based aircraft failure detection and identification using an integrated hierarchical multi-self strategy
    • Chicago, IL. August
    • 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.
    • (2009) Proc. of the AIAA Guidance, Navigation, and Control Conference
    • Moncayo, H.1    Perhinschi, M.G.2    Davis, J.3
  • 48
    • 25144451767 scopus 로고    scopus 로고
    • The curse of dimensionality in data mining and time series prediction
    • IWANN 2005. © Springer-Verlag Berlin Heidelberg 2005
    • Verleysen M., François D., "The Curse of Dimensionality in Data Mining and Time Series Prediction", IWANN 2005, LNCS 3512, pp. 758-770, 2005. © Springer-Verlag Berlin Heidelberg 2005.
    • (2005) LNCS , vol.3512 , pp. 758-770
    • Verleysen, M.1    François, D.2
  • 52
    • 3543106606 scopus 로고    scopus 로고
    • Anomaly detection using real-valued negative selection
    • Kluwer Acad. Publ.
    • 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
    • (2003) Genetic Programming and Evolvable Machines , vol.4 , Issue.4 , pp. 383-403
    • Gonzalez, F.1    Dasgupta, D.2
  • 54
    • 35248820180 scopus 로고    scopus 로고
    • The effect of binary matching rules in negative selection
    • E. Cantu-Paz et al. (Eds), Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2003), Chicago, IL. Springer
    • Gonzalez, F., Dasgupta, D., Gomez, J., "The Effect of Binary Matching Rules in Negative Selection", In E. Cantu-Paz et al. (Eds), Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2003), LNCS 2723, pages 195-206, Chicago, IL. Springer, 2003
    • (2003) LNCS , vol.2723 , pp. 195-206
    • Gonzalez, F.1    Dasgupta, D.2    Gomez, J.3
  • 56
    • 29144464742 scopus 로고    scopus 로고
    • Adaptive aircraft flight control simulation based on an artificial immune system
    • Karr, C., Nishita, K., Kenneth S., "Adaptive Aircraft Flight Control Simulation Based on an Artificial Immune System", Applied Intelligence 23, 295-308, 2005
    • (2005) Applied Intelligence , vol.23 , pp. 295-308
    • Karr, C.1    Nishita, K.2    Kenneth, S.3
  • 57
    • 78049297843 scopus 로고
    • Oak Ridge National Laboratory, Available online at
    • "Computational Science Education Project. Introduction to Monte Carlo Methods," Oak Ridge National Laboratory,1995, Available online at: http://ipp.mpg.de/de/for/bereiche/stellarator/Comp-sci/CompScience/csep/csep1. phy.ornl.gov/mc/mc.html.
    • (1995) Computational Science Education Project. Introduction to Monte Carlo Methods
  • 59
    • 32444442909 scopus 로고    scopus 로고
    • An evolutionary algorithm to generate hyper-ellipsoid detectors for negative selection
    • Shapiro, J., Gary, B., Peterson, G., "An Evolutionary Algorithm to Generate Hyper-Ellipsoid Detectors for Negative Selection", GECCO 2005: 337-344.
    • (2005) GECCO , pp. 337-344
    • Shapiro, J.1    Gary, B.2    Peterson, G.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.