Diagnosis of actuator faults using LPV-gain scheduling techniques
Varga, Andreas and Hecker, Simon and Ossmann, Daniel (2011) Diagnosis of actuator faults using LPV-gain scheduling techniques. AIAA-Guidance Navigation and Control Conference, Portland, USA.
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Abstract
We present a new approach for the synthesis of robust fault detection filters for the model based diagnosis of actuator faults. The underlying synthesis model is a linear parameter varying (LPV) description obtained using a combination of analytic and numerical parameter fitting techniques. The actuator LPV model contains uncertain parameters which are partly measurable, thus can be used for gain scheduling, and partly not measurable, for which robustness must be ensured. The detector synthesis approach is basically a parametric nullspace method combined with min-max parameter fitting. The synthesis technique is applied to the diagnosis of two classes of actuator faults for a civil aircraft: elevator runaway and elevator jamming at null position.
| Document Type: | Conference or Workshop Item (Speech, Paper) | ||||||||
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| Title: | Diagnosis of actuator faults using LPV-gain scheduling techniques | ||||||||
| Authors: |
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| Date: | August 2011 | ||||||||
| Refereed publication: | Yes | ||||||||
| In ISI Web of Science: | No | ||||||||
| Status: | Published | ||||||||
| Keywords: | Fault Detection and Isolation, Residual Generator, LPV | ||||||||
| Event Title: | AIAA-Guidance Navigation and Control Conference | ||||||||
| Event Location: | Portland, USA | ||||||||
| Event Type: | international Conference | ||||||||
| Organizer: | AIAA | ||||||||
| HGF - Research field: | Aeronautics, Space and Transport | ||||||||
| HGF - Program: | Aeronautics | ||||||||
| HGF - Program Themes: | L AR - Aircraft Research | ||||||||
| DLR - Research area: | Aeronautics | ||||||||
| DLR - Program: | L AR - Aircraft Research | ||||||||
| DLR - Research theme (Project): | L - Systems & Cabin | ||||||||
| Location: | Oberpfaffenhofen | ||||||||
| Institutes and Institutions: | Institute of Robotics and Mechatronics > System Dynamics and Control (former Control Design Engineering) | ||||||||
| Deposited By: | Daniel Ossmann | ||||||||
| Deposited On: | 09 Dec 2011 11:51 | ||||||||
| Last Modified: | 30 Jan 2012 09:53 |
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