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Command Filter-Based Adaptive Fuzzy Finite-Time Output Feedback Control of Nonlinear Electrohydraulic Servo System

Jiafeng Li, Ruihang Ji, Xiaoling Liang, Shuzhi Sam Ge, Hao Yan

2022IEEE Transactions on Instrumentation and Measurement656 citationsDOI

Abstract

In this paper, the command filter-based adaptive fuzzy finite-time output feedback control (FOFC) is investigated for the Electro-hydraulic servo system. For the uncertainties in the system, we utilize the fuzzy logic systems (FLSs) to estimate these uncertain nonlinearities and fuzzy state observer is established to approximate the unmeasurable hydraulic cylinder stem speed and the internal cylinder force. Then, a command filter-based finite time output feedback control is proposed to achieve high tracking precision, where the tracking errors can be regulated into a small neighborhood around the equilibrium proved by the Lyapunov finite-time stability theory. Moreover, a command filter is introduced to avoid the explosion of complexity in the backstepping procedure, where a compensation mechanism is developed to compensate for filter errors. Finally, simulation results are provided to demonstrate the effectiveness of the proposed control.

Topics & Concepts

Control theory (sociology)BacksteppingFuzzy logicObserver (physics)Filter (signal processing)ServomechanismFuzzy control systemLyapunov stabilityHydraulic cylinderNonlinear systemLyapunov functionEngineeringServoControl engineeringServomotorComputer scienceAdaptive controlControl (management)PhysicsQuantum mechanicsMechanical engineeringElectrical engineeringArtificial intelligenceHydraulic and Pneumatic SystemsAdaptive Control of Nonlinear SystemsAdvanced Control Systems Design