Geometric LPV fault detection filter design for commercial aircrafts

Bálint Vanek, Z. Szabó, András Edelmayer, J. Bokor

Research output: Chapter in Book/Report/Conference proceedingConference contribution

14 Citations (Scopus)

Abstract

The present paper applies the geometric linear parameter-varying (LPV) fault detec- tion methods to a high-fidelity commercial aircraft problem. The successive steps of the design, including fault modeling, LPV model generation, and LPV FDI filter synthesis are discussed. Geometric fault detection and isolation filters are known for having excellent fault isolation, fault reconstruction and sensitivity properties under small modeling uncer- tainty and noise. However they are assumed to be sensitive to model uncertainty and noise, hence an investigation is made to assess the robustness properties of the proposed design framework. The novelty of the present paper is in the application of robust post-filtering of the raw LPV fault detection residual, by applying an H1 output injection gain to the nominal fault detection filter. To asses the performance of the geometric filter, an aircraft dynamics example is presented, where aileron actuator faults are detected and isolated from additional elevator and rudder fault cases.

Original languageEnglish
Title of host publicationAIAA Guidance, Navigation, and Control Conference 2011
Publication statusPublished - 2011
EventAIAA Guidance, Navigation and Control Conference 2011 - Portland, OR, United States
Duration: Aug 8 2011Aug 11 2011

Other

OtherAIAA Guidance, Navigation and Control Conference 2011
CountryUnited States
CityPortland, OR
Period8/8/118/11/11

Fingerprint

Fault detection
Aircraft
Elevators
Actuators
Uncertainty

ASJC Scopus subject areas

  • Aerospace Engineering
  • Control and Systems Engineering
  • Electrical and Electronic Engineering

Cite this

Vanek, B., Szabó, Z., Edelmayer, A., & Bokor, J. (2011). Geometric LPV fault detection filter design for commercial aircrafts. In AIAA Guidance, Navigation, and Control Conference 2011

Geometric LPV fault detection filter design for commercial aircrafts. / Vanek, Bálint; Szabó, Z.; Edelmayer, András; Bokor, J.

AIAA Guidance, Navigation, and Control Conference 2011. 2011.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Vanek, B, Szabó, Z, Edelmayer, A & Bokor, J 2011, Geometric LPV fault detection filter design for commercial aircrafts. in AIAA Guidance, Navigation, and Control Conference 2011. AIAA Guidance, Navigation and Control Conference 2011, Portland, OR, United States, 8/8/11.
Vanek B, Szabó Z, Edelmayer A, Bokor J. Geometric LPV fault detection filter design for commercial aircrafts. In AIAA Guidance, Navigation, and Control Conference 2011. 2011
Vanek, Bálint ; Szabó, Z. ; Edelmayer, András ; Bokor, J. / Geometric LPV fault detection filter design for commercial aircrafts. AIAA Guidance, Navigation, and Control Conference 2011. 2011.
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