Title :
Observer and IMU-based detection and isolation of faults in position reference systems and gyrocompasses with dual redundancy in dynamic positioning
Author :
Rogne, Robert H. ; Johansen, Tor Arne ; Fossen, Thor I.
Author_Institution :
Dept. of Eng. Cybern., NTNU - Norwegian Univ. of Sci. & Technol., Trondheim, Norway
Abstract :
Faults in position reference systems and vessel sensors pose a serious hazard during dynamic positioning, and vessel drive-offs because of erroneous data may have dire consequences. The classification society standards require triple redundancy in heading and position reference systems, but common mode failures and operational limitations could put the safety promised by the redundancy at risk. In this paper we present a way to detect and isolate faults in the aforementioned systems, using nonlinear observers and inertial measurement units (IMUs). Employing IMU acceleration and gyro data in an integration filter, and comparing estimation error outputs from multiple observers in parallel proves to be a viable method for fault detection and isolation. This exploits the possibility of using IMUs as another, independent position reference system or sensor on board a vessel.
Keywords :
fault diagnosis; gyroscopes; inertial systems; observers; pattern classification; position measurement; redundancy; sensors; IMU acceleration; IMU-based fault isolation and detection; classification society standards; common mode failures; dual redundancy; dynamic positioning; estimation error; gyrocompasses; heading reference systems; inertial measurement units; integration filter; nonlinear observers; observer-based fault isolation and detection; position reference systems; vessel drive-offs; vessel sensors; Global Positioning System; Noise measurement; Observers; Position measurement; Redundancy; Sensors; Transient analysis;
Conference_Titel :
Control Applications (CCA), 2014 IEEE Conference on
Conference_Location :
Juan Les Antibes
DOI :
10.1109/CCA.2014.6981333