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Simultaneous State and Parameter Estimation Based Actuator Fault Detection and Diagnosis for an Unmanned Helicopter Cover

Simultaneous State and Parameter Estimation Based Actuator Fault Detection and Diagnosis for an Unmanned Helicopter

By: Chong Wu,  Juntong Qi,  Dalei Song,  Xin Qi and  Jianda Han  
Open Access
|Mar 2015

References

  1. Amidi, O., Kanade, T. and Miller , J.R. (1998). Vision-based autonomous helicopter research at Carnegie Mellon Robotics Institute 1991-1997, Proceedings of the American Helicopter Society International Conference, Heli, Japan, pp. T7-3-1-T7-3-12.
  2. Amoozgar, M.H., Chamseddine, A. and Zhang, Y. (2013). Experimental test of a two-stage Kalman filter for actuator fault detection and diagnosis of an unmanned quadrotor helicopter, Journal of Intelligent and Robotic Systems 70(4): 107-117.10.1007/s10846-012-9757-7
  3. Arne, W. and J¨urgen, A. (2011). Robust fault isolation observers for non-square systems-a parametric approach, Proceedings of the 8th IFAC Symposium on Fault Detection, Su pervision and Safety of Technical Processes, Mexico City, Mexico, pp. 1275-1280.
  4. Åström, K.J. and Wittenmark, B. (2013). Adaptive Control, Courier Dover Publications, New York, NY.
  5. Bätz, G., Weber, B., Scheint, M., Wollherr, D. and Buss, M. (2013). Dynamic contact force/torque observer: Sensor fusion for improved interaction control, The International Journal of Robotics Research 32(4): 446-457.10.1177/0278364913482015
  6. Bian, X., Li, X., Chen, H., Gan, D. and Qiu, J. (2011). Joint estimation of state and parameter with synchrophasors, Part II: Parameter tracking, IEEE Transactions on Power Systems 26(3): 1209-1220.10.1109/TPWRS.2010.2098423
  7. Cai, G., Chen, B., Dong, X. and Lee, T. (2011a). Design and implementation of a robust and nonlinear flight control system for an unmanned helicopter, Mechatronics 21(5): 803-820.10.1016/j.mechatronics.2011.02.002
  8. Cai, G., Chen, B. and Lee, T. (2011b). Unmanned Rotorcraft System, Springer-Verlag, London.10.1007/978-0-85729-635-1
  9. Campbell, M., Lee, J., Scholte, E. and Rathbun, D. (2007). Simulation and flight test of autonomous aircraft estimation, planning, and control algorithms, Journal of Guidance, Control, and Dynamics 30(6): 1597-1609.10.2514/1.29719
  10. Cui, N., Hong, L. and Layne, J. (2005). A comparison of nonlinear filtering approaches with an application to ground target tracking, Signal Processing 85(8): 1469-1492.10.1016/j.sigpro.2005.01.010
  11. Dai, L., Qi, J., Wu, C. and Han, J. (2012). Magnetic compass error analysis and calibration for rotorcraft flying robot, Jiqiren (Robot) 34(4): 418-423, (in Chinese).10.3724/SP.J.1218.2012.00418
  12. Drozeski, G., Saha, B. and Vachtsevanos, G. (2005). A fault detection and reconfigurable control architecture for unmanned aerial vehicles, Proceedings of the IEEE Aerospace Conference, Big City, MT, USA, pp. 1-9.
  13. Ducard, G. and Geering, H. (2008). Efficient nonlinear actuator fault detection and isolation system for unmanned aerial vehicles, Journal of Guidance, Control, and Dynamics 31(1): 225-237.10.2514/1.31693
  14. He, Y. and Han, J. (2010). Acceleration-feedback-enhanced robust control of an unmanned helicopter, Journal of Guidance, Control, and Dynamics 33(4): 1236-1250.10.2514/1.45659
  15. Heredia, G., Ollero, A. and Bejar, M. (2008). Sensor and actuator fault detection in small autonomous helicopters, Mechatronics 18(2): 90-99.10.1016/j.mechatronics.2007.09.007
  16. Heredia, G., Remu, B. and Ollero, A. (2004). Actuator fault detection in autonomous helicopters, Proceedings of the 5th IFAC Symposium on Intelligent Autonomous Vehicles, Lisbon, Portugal, pp. 569-574.
  17. Ingimundarson, A., Bravo, J., Puig, V., Alamo, T. and Guerra, P. (2009). Robust fault detection using zonotope-based set-membership consistency test, International Journal of Adaptive Control and Signal Processing 23(4): 311-330.10.1002/acs.1038
  18. Johnson, E.N. and Schrage, D.P. (2003). The Georgia Tech unmanned aerial research vehicle: GTMax, Proceedings of the AIAA Guidance, Navigation, and Control Conference, Austin, TX, USA, pp. 11-14.
  19. Julier, S. and Uhlmann, J. (2004). Unscented filtering and nonlinear estimation, Proceedings of the IEEE 92(3): 401-422.10.1109/JPROC.2003.823141
  20. Kandepu, R., Foss, B. and Imsland, L. (2008). Applying the unscented Kalman filter for nonlinear state estimation, Journal of Process Control 18(8): 753-768.10.1016/j.jprocont.2007.11.004
  21. Kotecha, J. and Djuric, P. (2003). Gaussian particle filtering, IEEE Transactions on Signal Processing 51(10): 2592-2601.10.1109/TSP.2003.816758
  22. Qi, J., Han, J. and Wu, Z. (2008). Rotorcraft UAV actuator failure estimation with KF-based adaptive UKF algorithm, Proceedings of the American Control Conference, Seattle, WA, USA, pp. 1618-1623.
  23. Qi, J., Jiang, Z., Zhao, X. and Han, J. (2007). Adaptive UKF and its application in fault tolerant control of rotorcraft UAV, Proceedings of the AIAA Guidance, Navigation, and Control Conference, Hilton Head, SC, USA, pp. 43-57.
  24. Qi, J., Song, D., Dai, L. and Han, J. (2009). Design, implement and testing of a rotorcraft UAV system, in T. Mung Lam (Ed.), Aerial Vehicles, InTech, Rijeka, pp. 537-554.10.5772/6485
  25. Qi, J., Song, D.,Wu, C., Han, J. and Wang, T. (2012). KF-based adaptive UKF algorithm and its application for rotorcraft UAV actuator failure estimation, International Journal of Advanced Robotic Systems 9(132): 1-9.10.5772/51893
  26. Qi, J., Zhao, X., Jiang, Z. and Han, J. (2006). Design and implement of a rotorcraft UAV testbed, Proceedings of the IEEE International Conference on Robotics and Biomimetics, Kunming, China, pp. 109-114.
  27. Qi, X., Qi, J., Theilliol, D., Zhang, Y. and Han, J. (2014). A review on fault diagnosis and fault tolerant control methods for single-rotor aerial vehicles, Journal of Intelligent and Robotic Systems 73(4): 535-555.10.1007/s10846-013-9954-z
  28. Qi, X., Theilliol, D., Qi, J., Zhang, Y., Han, J., Song, D., Wang, L. and Xia, Y. (2013). Fault diagnosis and fault tolerant control methods for manned and unmanned helicopters: A literature review, Proceedings of the International Conference on Control and Fault-Tolerant Systems (SysTol), Nice, France, pp. 132-139.
  29. Song, D., Wu, C., Qi, J., Han, J. and Wang, T. (2012). A MIT-based nonlinear adaptive set-membership filter for the ellipsoidal estimation of mobile robots’ states, International Journal of Advanced Robotic Systems 9(125): 1-12.10.5772/51904
  30. Van Der Merwe, R. (2004). Sigma-Point Kalman Filters for Probabilistic Inference in Dynamic State-Space Models, Ph.D. thesis, Oregon Health & Science University, Portland, OR.
  31. Wu, C., Song, D., Dai, L., Qi, J., Han, J. and Wang, Y. (2010). Design and implementation of a compact RUAV navigation system, Proceedings of the IEEE International Conference on Robotics and Biomimetics, Tianjin, China, pp. 1662-1667.
  32. Wu, C., Song, D., Qi, J. and Han, J. (2012). Rotorcraft UAV actuator failure detection based on a new adaptive set-membership filter, Proceedings of the 5th International Conference on Intelligent Robotics and Applications, Montreal, Canada, pp. 433-442.
  33. Xiong, J. (2013). Set-Membership State Estimation and Application on Fault Detection, Ph.D. thesis, French National Center for Scientific Research, Toulouse.
  34. Xiong, K., Zhang, H. and Chan, C. (2006). Performance evaluation of UKF-based nonlinear filtering, Automatica 42(2): 261-270.10.1016/j.automatica.2005.10.004
  35. Zhang, Y. and Jiang, J. (2008). Bibliographical review on reconfigurable fault-tolerant control systems, Annual Reviews in Control 32(2): 229-252.10.1016/j.arcontrol.2008.03.008
  36. Zhou, B. and Han, J. (2007). A comparison of nonlinear estimation methods for tracked vehicle with slipping, Proceedings of the IEEE International Conference on Control and Automation, Guangzhou, China, pp. 389-394.
  37. Zhou, B., Han, J. and Liu, G. (2008). A UD factorization-based nonlinear adaptive set-membership filter for ellipsoidal estimation, International Journal of Robust and Nonlinear Control 18(16): 1513-1531. 10.1002/rnc.1289
DOI: https://doi.org/10.1515/amcs-2015-0013 | Journal eISSN: 2083-8492 | Journal ISSN: 1641-876X
Language: English
Page range: 175 - 187
Submitted on: Feb 18, 2014
Published on: Mar 25, 2015
Published by: University of Zielona Góra
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year

© 2015 Chong Wu, Juntong Qi, Dalei Song, Xin Qi, Jianda Han, published by University of Zielona Góra
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.