Fault Detection and Fault-Tolerant Cooperative Control of Multi-UAVs under Actuator Faults, Sensor Faults, and Wind Disturbances

Fault detection (FD) and fault-tolerant cooperative control (FTCC) strategies are proposed in this paper for multiple fixed-wing unmanned aerial vehicles (UAVs) under actuator faults, sensor faults, and wind disturbances. Firstly, the faulty model is introduced while the effectiveness loss, deviatio...

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Published inDrones (Basel) Vol. 7; no. 8; p. 503
Main Authors Yang, Zhongyu, Li, Mengna, Yu, Ziquan, Cheng, Yuehua, Xu, Guili, Zhang, Youmin
Format Journal Article
LanguageEnglish
Published Basel MDPI AG 01.08.2023
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Abstract Fault detection (FD) and fault-tolerant cooperative control (FTCC) strategies are proposed in this paper for multiple fixed-wing unmanned aerial vehicles (UAVs) under actuator faults, sensor faults, and wind disturbances. Firstly, the faulty model is introduced while the effectiveness loss, deviation of thrust throttle setting, and pitot sensor faults are considered. Secondly, the faulty UAV model with wind disturbances is linearized and the system is then converted into two subsystems by using state and output transformations. Further, cooperative unknown input observers (UIOs) are developed to estimate the faults, disturbances, and states. By combining with the observers’ estimations, adaptive thresholds are designed to detect actuator and sensor faults in the system. Then, considering state constraints, a backstepping-based FTCC scheme is proposed for multiple UAVs (multi-UAVs) suffering from actuator faults, sensor faults, and wind disturbances. It is shown by Lyapunov analysis that the tracking errors are fixed-time convergent. Finally, the effectiveness of the FD and FTCC scheme is verified by numerical simulation.
AbstractList Fault detection (FD) and fault-tolerant cooperative control (FTCC) strategies are proposed in this paper for multiple fixed-wing unmanned aerial vehicles (UAVs) under actuator faults, sensor faults, and wind disturbances. Firstly, the faulty model is introduced while the effectiveness loss, deviation of thrust throttle setting, and pitot sensor faults are considered. Secondly, the faulty UAV model with wind disturbances is linearized and the system is then converted into two subsystems by using state and output transformations. Further, cooperative unknown input observers (UIOs) are developed to estimate the faults, disturbances, and states. By combining with the observers’ estimations, adaptive thresholds are designed to detect actuator and sensor faults in the system. Then, considering state constraints, a backstepping-based FTCC scheme is proposed for multiple UAVs (multi-UAVs) suffering from actuator faults, sensor faults, and wind disturbances. It is shown by Lyapunov analysis that the tracking errors are fixed-time convergent. Finally, the effectiveness of the FD and FTCC scheme is verified by numerical simulation.
Audience Academic
Author Cheng, Yuehua
Yu, Ziquan
Xu, Guili
Zhang, Youmin
Yang, Zhongyu
Li, Mengna
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CitedBy_id crossref_primary_10_1002_rnc_7768
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Cites_doi 10.1088/1361-6501/ac6146
10.1109/JSYST.2021.3128973
10.1109/TVT.2022.3223121
10.1109/IRASET48871.2020.9092141
10.1016/j.apm.2022.05.013
10.1007/s10846-022-01698-x
10.1177/01423312211027037
10.1061/(ASCE)AS.1943-5525.0000080
10.1016/j.isatra.2021.11.012
10.3390/machines11020211
10.1109/EAEEIE.2018.8534245
10.1109/ACCESS.2022.3202020
10.1177/0142331218809006
10.1016/j.jfranklin.2013.06.010
10.1109/TCYB.2020.3028171
10.1109/ICSIDP47821.2019.9173181
10.1016/j.ast.2010.08.011
10.1080/00207721.2016.1193257
10.3390/drones7020082
10.1016/j.automatica.2016.10.025
10.1007/s00138-009-0206-y
10.1016/j.automatica.2016.01.064
10.1109/Agro-Geoinformatics.2014.6910665
10.1007/978-3-030-57957-9
10.1109/ACCESS.2022.3225434
10.1002/acs.967
10.1002/rnc.4228
10.1016/j.cja.2019.02.010
10.1002/rnc.3481
10.1016/j.ast.2014.02.004
10.1109/CCWC.2019.8666471
10.1049/iet-cta.2018.6262
10.1155/2022/6447812
10.1109/TNNLS.2021.3059933
10.1016/j.isatra.2016.12.001
10.1016/j.actaastro.2023.04.006
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References Wu (ref_7) 2019; 32
Li (ref_27) 2022; 44
Yu (ref_37) 2021; 32
ref_14
Yin (ref_19) 2017; 76
ref_13
Peng (ref_8) 2010; 31
Yan (ref_24) 2022; 128
ref_10
Zhou (ref_33) 2016; 26
Lv (ref_41) 2020; 52
Lin (ref_42) 2014; 35
ref_38
ref_15
Atallah (ref_20) 2023; 208
Wu (ref_35) 2022; 2022
Bai (ref_11) 2014; 35
Liu (ref_16) 2022; 33
Cui (ref_32) 2017; 48
Cui (ref_39) 2021; 69
Yu (ref_34) 2019; 13
Zhang (ref_26) 2021; 16
Chen (ref_22) 2022; 10
Li (ref_4) 2010; 21
Zhang (ref_31) 2018; 28
Yu (ref_21) 2022; 109
Zhang (ref_17) 2013; 350
Yan (ref_40) 2007; 21
ref_1
ref_3
Wang (ref_25) 2021; 17
ref_2
No (ref_9) 2011; 15
Jin (ref_29) 2016; 68
Li (ref_30) 2011; 24
Aliyari (ref_23) 2022; 10
Zhou (ref_28) 2022; 72
Yu (ref_12) 2019; 41
ref_5
Wu (ref_18) 2017; 67
ref_6
Han (ref_36) 2022; 105
References_xml – volume: 33
  start-page: 075903
  year: 2022
  ident: ref_16
  article-title: Fault diagnosis and accommodation for multi-actuator faults of a fixed-wing unmanned aerial vehicle
  publication-title: Meas. Sci. Technol.
  doi: 10.1088/1361-6501/ac6146
– volume: 16
  start-page: 4792
  year: 2021
  ident: ref_26
  article-title: Distributed adaptive fixed-time fault-tolerant control for multiple 6-DOF UAVs with full-state constraints guarantee
  publication-title: IEEE Syst. J.
  doi: 10.1109/JSYST.2021.3128973
– volume: 72
  start-page: 4252
  year: 2022
  ident: ref_28
  article-title: IBLF-based fixed-time fault-tolerant control for fixed-wing UAV with guaranteed time-varying state constraints
  publication-title: IEEE Trans. Veh. Technol.
  doi: 10.1109/TVT.2022.3223121
– ident: ref_6
  doi: 10.1109/IRASET48871.2020.9092141
– volume: 109
  start-page: 651
  year: 2022
  ident: ref_21
  article-title: A hierarchical control scheme for multiple aerial vehicle transportation systems with uncertainties and state/input constraints
  publication-title: Appl. Math. Model.
  doi: 10.1016/j.apm.2022.05.013
– volume: 17
  start-page: 639
  year: 2021
  ident: ref_25
  article-title: Sliding mode fault tolerant control of quadrotor UAV with state constraints under actuator fault
  publication-title: Int. J. Innov. Comput. I
– volume: 105
  start-page: 80
  year: 2022
  ident: ref_36
  article-title: Distributed fault estimation and fixed-time fault-tolerant formation control for multi-UAVs subject to sensor faults
  publication-title: J. Intell. Robot. Syst.
  doi: 10.1007/s10846-022-01698-x
– volume: 44
  start-page: 880
  year: 2022
  ident: ref_27
  article-title: Adaptive fault-tolerant tracking control of flying-wing unmanned aerial vehicle with system input saturation and state constraints
  publication-title: Trans. Inst. Meas. Control
  doi: 10.1177/01423312211027037
– volume: 24
  start-page: 251
  year: 2011
  ident: ref_30
  article-title: Fault tolerant attitude synchronization control during formation flying
  publication-title: J. Aerosp. Eng.
  doi: 10.1061/(ASCE)AS.1943-5525.0000080
– volume: 128
  start-page: 32
  year: 2022
  ident: ref_24
  article-title: Adaptive tracking flight control for unmanned autonomous helicopter with full state constraints and actuator faults
  publication-title: ISA Trans.
  doi: 10.1016/j.isatra.2021.11.012
– ident: ref_14
  doi: 10.3390/machines11020211
– volume: 69
  start-page: 494
  year: 2021
  ident: ref_39
  article-title: Fixed-time prescribed performance adaptive trajectory tracking control for a QUAV
  publication-title: IEEE T. Circuits-II
– ident: ref_5
  doi: 10.1109/EAEEIE.2018.8534245
– volume: 10
  start-page: 91750
  year: 2022
  ident: ref_23
  article-title: Design and implementation of a constrained model predictive control approach for unmanned aerial vehicles
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2022.3202020
– volume: 41
  start-page: 975
  year: 2019
  ident: ref_12
  article-title: Prescribed performance-based distributed fault-tolerant cooperative control for multi-UAVs
  publication-title: Trans. Inst. Meas. Control
  doi: 10.1177/0142331218809006
– volume: 35
  start-page: 1022
  year: 2014
  ident: ref_11
  article-title: Multiple UAV cooperative trajectory planning based on Gauss pseudospectral method
  publication-title: J. Astronaut.
– volume: 350
  start-page: 2581
  year: 2013
  ident: ref_17
  article-title: Robust sensor fault estimation scheme for satellite attitude control systems
  publication-title: J. Frankl. Inst.
  doi: 10.1016/j.jfranklin.2013.06.010
– volume: 52
  start-page: 5184
  year: 2020
  ident: ref_41
  article-title: Consensus in high-power multiagent systems with mixed unknown control directions via hybrid nussbaum-based control
  publication-title: IEEE T. Cybern.
  doi: 10.1109/TCYB.2020.3028171
– ident: ref_1
  doi: 10.1109/ICSIDP47821.2019.9173181
– volume: 15
  start-page: 431
  year: 2011
  ident: ref_9
  article-title: Cascade-type guidance law design for multiple-UAV formation keeping
  publication-title: Aerosp. Sci. Technol.
  doi: 10.1016/j.ast.2010.08.011
– volume: 48
  start-page: 559
  year: 2017
  ident: ref_32
  article-title: Distributed adaptive neural network control for a class of heterogeneous nonlinear multi-agent systems subject to actuation failures
  publication-title: Int. J. Syst. Sci.
  doi: 10.1080/00207721.2016.1193257
– ident: ref_15
  doi: 10.3390/drones7020082
– volume: 76
  start-page: 282
  year: 2017
  ident: ref_19
  article-title: Descriptor reduced-order sliding mode observers design for switched systems with sensor and actuator faults
  publication-title: Automatica
  doi: 10.1016/j.automatica.2016.10.025
– volume: 31
  start-page: 593
  year: 2010
  ident: ref_8
  article-title: Multiple UAV cooperative area search based on distributed model predictive control
  publication-title: Acta Aeronaut. Astronaut. Sin.
– volume: 21
  start-page: 677
  year: 2010
  ident: ref_4
  article-title: Towards automatic power line detection for a UAV surveillance system using pulse coupled neural filter and an improved Hough transform
  publication-title: Mach. Vis. Appl.
  doi: 10.1007/s00138-009-0206-y
– ident: ref_10
– volume: 68
  start-page: 228
  year: 2016
  ident: ref_29
  article-title: Fault tolerant finite-time leader–follower formation control for autonomous surface vessels with LOS range and angle constraints
  publication-title: Automatica
  doi: 10.1016/j.automatica.2016.01.064
– ident: ref_3
  doi: 10.1109/Agro-Geoinformatics.2014.6910665
– ident: ref_38
  doi: 10.1007/978-3-030-57957-9
– volume: 10
  start-page: 126494
  year: 2022
  ident: ref_22
  article-title: UAV formation control under communication constraints based on distributed model predictive control
  publication-title: IEEE Access
  doi: 10.1109/ACCESS.2022.3225434
– volume: 21
  start-page: 657
  year: 2007
  ident: ref_40
  article-title: Sensor fault detection and isolation for nonlinear systems based on a sliding mode observer
  publication-title: Int. J. Adapt. Control Signal Process.
  doi: 10.1002/acs.967
– volume: 28
  start-page: 4188
  year: 2018
  ident: ref_31
  article-title: Fault-tolerant leader-follower formation control of marine surface vessels with unknown dynamics and actuator faults
  publication-title: Int. J. Robust Nonlinear Control
  doi: 10.1002/rnc.4228
– ident: ref_13
– volume: 32
  start-page: 1520
  year: 2019
  ident: ref_7
  article-title: Mobility control of unmanned aerial vehicle as communication relay in airborne multi-user systems
  publication-title: Chin. J. Aeronaut.
  doi: 10.1016/j.cja.2019.02.010
– volume: 26
  start-page: 2994
  year: 2016
  ident: ref_33
  article-title: Distributed fault-tolerant control design for spacecraft finite-time attitude synchronization
  publication-title: Int. J. Robust Nonlinear Control
  doi: 10.1002/rnc.3481
– volume: 35
  start-page: 54
  year: 2014
  ident: ref_42
  article-title: Distributed UAV formation control using differential game approach
  publication-title: Aerosp. Sci. Technol.
  doi: 10.1016/j.ast.2014.02.004
– ident: ref_2
  doi: 10.1109/CCWC.2019.8666471
– volume: 13
  start-page: 2917
  year: 2019
  ident: ref_34
  article-title: Distributed adaptive fractional-order fault-tolerant cooperative control of networked unmanned aerial vehicles via fuzzy neural networks
  publication-title: IET Contr. Theory Appl.
  doi: 10.1049/iet-cta.2018.6262
– volume: 2022
  start-page: 6447812
  year: 2022
  ident: ref_35
  article-title: Fixed-time fault-tolerant tracking control of fixed-wing UAVs with actuator fault and unmatched disturbances
  publication-title: Int. J. Aerosp. Eng.
  doi: 10.1155/2022/6447812
– volume: 32
  start-page: 5539
  year: 2021
  ident: ref_37
  article-title: Fractional-order adaptive fault-tolerant synchronization tracking control of networked fixed-wing UAVs against actuator-sensor faults via intelligent learning mechanism
  publication-title: IEEE Trans. Neural Netw. Learn. Syst.
  doi: 10.1109/TNNLS.2021.3059933
– volume: 67
  start-page: 183
  year: 2017
  ident: ref_18
  article-title: Multiple incipient sensor faults diagnosis with application to high-speed railway traction devices
  publication-title: ISA Trans.
  doi: 10.1016/j.isatra.2016.12.001
– volume: 208
  start-page: 82
  year: 2023
  ident: ref_20
  article-title: Optimal consensus control for multi-satellite assembly in elliptic orbit with input saturation
  publication-title: Acta Astronaut.
  doi: 10.1016/j.actaastro.2023.04.006
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Snippet Fault detection (FD) and fault-tolerant cooperative control (FTCC) strategies are proposed in this paper for multiple fixed-wing unmanned aerial vehicles...
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SubjectTerms actuator fault
Actuators
Communication
Communications networks
Cooperative control
Design
Disturbances
Drone aircraft
Effectiveness
Energy consumption
Expected values
Fault detection
Fault location (Engineering)
Fault tolerance
fault-tolerant cooperative control
Faults
Geological faults
Mathematical models
Methods
Observers
sensor fault
Sensors
Subsystems
Systems stability
Tracking errors
Unmanned aerial vehicles
wind disturbance
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Title Fault Detection and Fault-Tolerant Cooperative Control of Multi-UAVs under Actuator Faults, Sensor Faults, and Wind Disturbances
URI https://www.proquest.com/docview/2857004611
https://doaj.org/article/c681935b35194e419ab8ef7f17a6460f
Volume 7
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