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- Publisher Website: 10.1109/WCICA.2014.7053244
- Scopus: eid_2-s2.0-84932088761
- WOS: WOS:000393066203041
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Conference Paper: Fault detection for partial loss of effectiveness faults of actuators in a quadrotor unmanned helicopter
Title | Fault detection for partial loss of effectiveness faults of actuators in a quadrotor unmanned helicopter |
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Authors | |
Keywords | State estimation Model adjustment Modelling The Kalman fitter Fault detection Flight test |
Issue Date | 2014 |
Citation | 11th World Congress on Intelligent Control and Automation (WCICA), Shenyang, China, 29 June-4 July 2014. In Proceeding of the 11th World Congress on Intelligent Control and Automation, 2014, p. 3204-3209 How to Cite? |
Abstract | © 2014 IEEE. This paper presents and implements a method to detect actuator faults (loss of effectiveness) for a quadrotor unmanned helicopter (known as the Qball-X4) altitude control. Fault model is presented with the first principle physical modeling method. Mathematical model is further adjusted based on the grey-light-box scheme to adjust the model parameters and reduce model uncertainty of the Qball-X4. The Kalman filter is used for the fault detection and state estimation purpose with integration of a LQ (linear quadratic) technique based controller for controlling the altitude of the Qball-X4. The benefit of using this method is that it is robust to the process and measurement noises. The method is implemented and experimentally tested in the platform of the Qball-X4 helicopter. |
Persistent Identifier | http://hdl.handle.net/10722/288660 |
ISI Accession Number ID |
DC Field | Value | Language |
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dc.contributor.author | Yu, Bin | - |
dc.contributor.author | Zhang, Youmin | - |
dc.contributor.author | Yi, Yingmin | - |
dc.contributor.author | Qu, Yaohong | - |
dc.contributor.author | Lu, Peng | - |
dc.date.accessioned | 2020-10-12T08:05:32Z | - |
dc.date.available | 2020-10-12T08:05:32Z | - |
dc.date.issued | 2014 | - |
dc.identifier.citation | 11th World Congress on Intelligent Control and Automation (WCICA), Shenyang, China, 29 June-4 July 2014. In Proceeding of the 11th World Congress on Intelligent Control and Automation, 2014, p. 3204-3209 | - |
dc.identifier.uri | http://hdl.handle.net/10722/288660 | - |
dc.description.abstract | © 2014 IEEE. This paper presents and implements a method to detect actuator faults (loss of effectiveness) for a quadrotor unmanned helicopter (known as the Qball-X4) altitude control. Fault model is presented with the first principle physical modeling method. Mathematical model is further adjusted based on the grey-light-box scheme to adjust the model parameters and reduce model uncertainty of the Qball-X4. The Kalman filter is used for the fault detection and state estimation purpose with integration of a LQ (linear quadratic) technique based controller for controlling the altitude of the Qball-X4. The benefit of using this method is that it is robust to the process and measurement noises. The method is implemented and experimentally tested in the platform of the Qball-X4 helicopter. | - |
dc.language | eng | - |
dc.relation.ispartof | Proceeding of the 11th World Congress on Intelligent Control and Automation | - |
dc.subject | State estimation | - |
dc.subject | Model adjustment | - |
dc.subject | Modelling | - |
dc.subject | The Kalman fitter | - |
dc.subject | Fault detection | - |
dc.subject | Flight test | - |
dc.title | Fault detection for partial loss of effectiveness faults of actuators in a quadrotor unmanned helicopter | - |
dc.type | Conference_Paper | - |
dc.description.nature | link_to_subscribed_fulltext | - |
dc.identifier.doi | 10.1109/WCICA.2014.7053244 | - |
dc.identifier.scopus | eid_2-s2.0-84932088761 | - |
dc.identifier.spage | 3204 | - |
dc.identifier.epage | 3209 | - |
dc.identifier.isi | WOS:000393066203041 | - |