A Survey of Fault Detection/Tolerance Strategies for AUVs and ROVs

The use of Remotely Operated Vehicles (ROVs) and Autonomous Underwater Vehicles (AUVs) increased significantly in the last years. Such vehicles are complex systems engaged in missions in un-structured, unsafe environments for which the degree of autonomy becomes a crucial issue. In this sense, the capability to detect and tolerate faults is a key to successfully terminate the mission or recuperate the vehicle. In this paper, an overview of fault detection and fault tolerance algorithms, specifically designed for ROVs or for AUVs is presented.

[1]  A. Tiano,et al.  Reconfigurable Control of an Autonomous Underwater Vehicle , 1989, Proceedings of the 6th International Symposium on Unmanned Untethered Submersible Technology,.

[2]  Guy O. Beale,et al.  A Robust Approach to Reconfigurable Control , 2000 .

[3]  David M. Lane,et al.  Fault diagnosis on autonomous robotic vehicles with RECOVERY: an integrated heterogeneous-knowledge approach , 2001, Proceedings 2001 ICRA. IEEE International Conference on Robotics and Automation (Cat. No.01CH37164).

[4]  Nilanjan Sarkar,et al.  Fault tolerant decomposition of thruster forces of an autonomous underwater vehicle , 1999, Proceedings 1999 IEEE International Conference on Robotics and Automation (Cat. No.99CH36288C).

[5]  Nilanjan Sarkar,et al.  Fault tolerant control of an autonomous underwater vehicle under thruster redundancy: simulations and experiments , 2000, Proceedings 2000 ICRA. Millennium Conference. IEEE International Conference on Robotics and Automation. Symposia Proceedings (Cat. No.00CH37065).

[6]  S. McClaran,et al.  Architecture of the Texas A&M Autonomous Underwater Vehicle Controller , 1996, Proceedings of Symposium on Autonomous Underwater Vehicle Technology.

[7]  S. E. Dunn,et al.  On-line damage detection for autonomous underwater vehicles , 1994, Proceedings of IEEE Symposium on Autonomous Underwater Vehicle Technology (AUV'94).

[8]  Junku Yuh,et al.  Underwater robotics , 2000, Proceedings 2000 ICRA. Millennium Conference. IEEE International Conference on Robotics and Automation. Symposia Proceedings (Cat. No.00CH37065).

[9]  Junku Yuh,et al.  Experimental study of fault-tolerant system design for underwater robots , 1998, Proceedings. 1998 IEEE International Conference on Robotics and Automation (Cat. No.98CH36146).

[10]  K.A. De Jong,et al.  Adaptive testing of controllers for autonomous vehicles , 1992, Proceedings of the 1992 Symposium on Autonomous Underwater Vehicle Technology.

[11]  P. S. Babcock,et al.  Fault-tolerant design optimization: application to an autonomous underwater vehicle navigation system , 1990, Symposium on Autonomous Underwater Vehicle Technology.

[12]  H.E. Rauch Intelligent fault diagnosis and control reconfiguration , 1994, IEEE Control Systems.

[13]  V. V. Kostenko,et al.  Use of identification and fault diagnostic methods for underwater robotics , 1994, Proceedings of OCEANS'94.

[14]  J. S. Ferguson,et al.  The Theseus autonomous underwater vehicle. Two successful missions , 1998, Proceedings of 1998 International Symposium on Underwater Technology.

[15]  Angelo Alessandri,et al.  A model-based approach to fault diagnosis in unmanned underwater vehicles , 1998, IEEE Oceanic Engineering Society. OCEANS'98. Conference Proceedings (Cat. No.98CH36259).

[16]  R. Stokey Software design techniques for the man machine interface to a complex underwater vehicle , 1994, Proceedings of OCEANS'94.

[17]  Guy O. Beale,et al.  Fault Detection and Classification in Underwater Vehicles Using the T 2 Statistic , 2002 .

[18]  M. Perrier,et al.  Fault-diagnosis of subsea robots using neuro-symbolic hybrid systems , 1998, IEEE Oceanic Engineering Society. OCEANS'98. Conference Proceedings (Cat. No.98CH36259).

[19]  A. J. Healey,et al.  Multivariable sliding mode control for autonomous diving and steering of unmanned underwater vehicles , 1993 .

[20]  M. Azimi-Sadjadi,et al.  ISOlation of Resonance in Acoustic Backscatter from Elastic Targets Using Adaptive Estimation Schemes , 1998 .

[21]  Angelo Alessandri,et al.  Fault detection of actuator faults in unmanned underwater vehicles , 1999 .

[22]  Meyer Nahon,et al.  Fault-tolerant control of an autonomous underwater vehicle , 1998, IEEE Oceanic Engineering Society. OCEANS'98. Conference Proceedings (Cat. No.98CH36259).

[23]  G.C. Verghese,et al.  A robust failure detection and isolation algorithm , 1995, Proceedings of 1995 34th IEEE Conference on Decision and Control.

[24]  X. Zheng Layered control of a practical AUV , 1992, Proceedings of the 1992 Symposium on Autonomous Underwater Vehicle Technology.

[25]  A. J. Healey,et al.  Experimental verification of mission planning by autonomous mission execution and data visualization using the NPS AUV II , 1992, Proceedings of the 1992 Symposium on Autonomous Underwater Vehicle Technology.

[26]  Nilanjan Sarkar,et al.  Fault-tolerant control of an autonomous underwater vehicle under thruster redundancy , 2001, Robotics Auton. Syst..

[27]  Gao Lei,et al.  Wavelet transform and its application to autonomous underwater vehicle control system fault detection , 2000, Proceedings of the 2000 International Symposium on Underwater Technology (Cat. No.00EX418).

[28]  S. McClaran,et al.  Development and validation of the Texas A&M University autonomous underwater vehicle controller , 1996, Proceedings of Symposium on Autonomous Underwater Vehicle Technology.

[29]  Nilanjan Sarkar,et al.  Fault-accommodating thruster force allocation of an AUV considering thruster redundancy and saturation , 2002, IEEE Trans. Robotics Autom..

[30]  Thor I. Fossen,et al.  Guidance and control of ocean vehicles , 1994 .

[31]  J. P. Brown,et al.  Toward an improved understanding of thruster dynamics for underwater vehicles , 1995, IEEE Journal of Oceanic Engineering.

[32]  John Scanlan Fault Detection and Classification , 2004 .

[33]  Massimo Caccia,et al.  Guidance and control of a reconfigurable unmanned underwater vehicle , 2000 .

[34]  A. Yavnai Architecture for an autonomous reconfigurable intelligent control system (ARICS) , 1996, Proceedings of Symposium on Autonomous Underwater Vehicle Technology.

[35]  Glen Williams,et al.  Failure detection in an autonomous underwater vehicle , 1994, Proceedings of IEEE Symposium on Autonomous Underwater Vehicle Technology (AUV'94).

[36]  B.D. Appleby,et al.  Using learning techniques to accommodate unanticipated faults , 1993, IEEE Control Systems.

[37]  G. Bruzzone,et al.  ROV actuator fault diagnosis through servo-amplifiers' monitoring: an operational experience , 1999, Oceans '99. MTS/IEEE. Riding the Crest into the 21st Century. Conference and Exhibition. Conference Proceedings (IEEE Cat. No.99CH37008).

[38]  A. J. Healey Analytical Redundancy and Fuzzy Inference in AUV Fault Detection and Compensation , 1998 .

[39]  Bruno Siciliano,et al.  Modeling and Control of Robot Manipulators , 1995 .

[40]  A. J. Healey,et al.  A neural network approach to failure diagnostics for underwater vehicles , 1992, Proceedings of the 1992 Symposium on Autonomous Underwater Vehicle Technology.

[41]  John J. Leonard,et al.  A second generation survey AUV , 1994, Proceedings of IEEE Symposium on Autonomous Underwater Vehicle Technology (AUV'94).

[42]  F. M. Cancilliere Advanced UUV technology , 1994, Proceedings of OCEANS'94.

[43]  Nilanjan Sarkar,et al.  An experimental investigation into the fault-tolerant control of an autonomous underwater vehicle , 2001, Adv. Robotics.

[44]  M. Sibenac,et al.  Development of a long endurance autonomous underwater vehicle for ocean science exploration , 2001, MTS/IEEE Oceans 2001. An Ocean Odyssey. Conference Proceedings (IEEE Cat. No.01CH37295).

[45]  Zhu Jimao,et al.  A rapid reconfiguration strategy for UUV control , 1998, Proceedings of 1998 International Symposium on Underwater Technology.

[46]  Rodney A. Brooks,et al.  A Robust Layered Control Syste For A Mobile Robot , 2022 .

[47]  Angelo Alessandri,et al.  Robust Model-Based Fault Diagnosis for Unmanned Underwater Vehicles Using Sliding Mode-Observers , 1999 .

[48]  W. Hornfeld,et al.  Intelligent AUV on-board health monitoring software (INDOS) , 1998, IEEE Oceanic Engineering Society. OCEANS'98. Conference Proceedings (Cat. No.98CH36259).