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Fault estimation for nonlinear uncertain time‐delay systems based on unknown input observer

Ataollah Azarbani, Ahmad Fakharian, Mohammad Bagher Menhaj

2024IET Control Theory and Applications12 citationsDOIOpen Access PDF

Abstract

Abstract In this paper, a novel nonlinear unknown input observer is proposed in order to fault estimation for nonlinear uncertain systems with time delays. By the estimation of the faults, the features are detected such as shape, size occurrence time etc. The time delay is considered a constant and known parameter in the states. The disturbances are investigated in the states and outputs and also, and sensor and actuator faults are considered. The stability of the closed‐loop system is guaranteed by Lyapunov–Krasovskii theory and some feasible Linear matrix inequalities (LMI). The proposed method is simulated on a continuous‐stirred tank reactor (CSTR) with uncertainties and time delay. Simulation results show the appropriate efficiency of the proposed method.

Topics & Concepts

Control theory (sociology)Nonlinear systemObserver (physics)ActuatorContinuous stirred-tank reactorLinear matrix inequalityConstant (computer programming)Computer scienceFault (geology)Lyapunov stabilityStability (learning theory)MathematicsEngineeringControl (management)Mathematical optimizationGeologyProgramming languageSeismologyQuantum mechanicsChemical engineeringMachine learningArtificial intelligencePhysicsFault Detection and Control SystemsAdvanced Control Systems OptimizationAdvanced Data Processing Techniques