Fault decomposition-based convergent FE and FTC for Lipschitz nonlinear systems

The problem of fault estimation and fault-tolerant control for Lipschitz nonlinear systems subject to actuator and sensor faults is investigated in this paper. Different from the lower triangular matrix linear transformation method in the literature, a fault decomposition technique is proposed to de...

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Published inNonlinear dynamics Vol. 111; no. 13; pp. 12389 - 12404
Main Authors Wang, Hong-Jun, Huang, Sheng-Juan
Format Journal Article
LanguageEnglish
Published Dordrecht Springer Netherlands 01.07.2023
Springer Nature B.V
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Abstract The problem of fault estimation and fault-tolerant control for Lipschitz nonlinear systems subject to actuator and sensor faults is investigated in this paper. Different from the lower triangular matrix linear transformation method in the literature, a fault decomposition technique is proposed to design a set of relaxed iterative observers, so as to derive the iterative estimates for the state and multi-fault. It can be proved that in certain condition, the obtained mean sequence of estimates converge to the true values of state and multi-faults as the number of iterations increases. A perturbation coefficient matrix-dependent LMI condition that guarantees the states of the obtained error dynamics to be uniformly ultimately bounded is proposed, which can degenerate into the traditional ones in the literature by tuning the perturbation coefficient matrix. Based on the obtained final estimation of multi-faults, an output feedback FTC is designed to stabilize the Lipschitz nonlinear system. The longitudinal dynamics of an aircraft is applied to test the proposed method.
AbstractList The problem of fault estimation and fault-tolerant control for Lipschitz nonlinear systems subject to actuator and sensor faults is investigated in this paper. Different from the lower triangular matrix linear transformation method in the literature, a fault decomposition technique is proposed to design a set of relaxed iterative observers, so as to derive the iterative estimates for the state and multi-fault. It can be proved that in certain condition, the obtained mean sequence of estimates converge to the true values of state and multi-faults as the number of iterations increases. A perturbation coefficient matrix-dependent LMI condition that guarantees the states of the obtained error dynamics to be uniformly ultimately bounded is proposed, which can degenerate into the traditional ones in the literature by tuning the perturbation coefficient matrix. Based on the obtained final estimation of multi-faults, an output feedback FTC is designed to stabilize the Lipschitz nonlinear system. The longitudinal dynamics of an aircraft is applied to test the proposed method.
Author Wang, Hong-Jun
Huang, Sheng-Juan
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  organization: School of Sciences, University of Science and Technology LiaoNing
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CitedBy_id crossref_primary_10_1109_TSMC_2024_3496713
crossref_primary_10_1016_j_jfranklin_2024_107439
crossref_primary_10_1007_s11071_024_10723_7
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Issue 13
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Fault estimation
LMI-based stability condition
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Nonlinear systems
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Snippet The problem of fault estimation and fault-tolerant control for Lipschitz nonlinear systems subject to actuator and sensor faults is investigated in this paper....
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SubjectTerms Accuracy
Actuators
Automotive Engineering
Classical Mechanics
Control
Convergence
Decomposition
Design
Dynamical Systems
Engineering
Estimates
Fault diagnosis
Fault tolerance
Faults
Linear transformations
Mathematical analysis
Mechanical Engineering
Nonlinear control
Nonlinear systems
Original Paper
Output feedback
Perturbation
Sensors
Vibration
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Title Fault decomposition-based convergent FE and FTC for Lipschitz nonlinear systems
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