Litcius/Paper detail

Fixed-Time Adaptive Fuzzy Control via Filter and Observer for Uncertain Nonlinear Systems With Disturbances and Its Application in PMSMs

Tong Li, Xinkai Chen, Jiapeng Liu, Jinpeng Yu

2024IEEE Transactions on Industrial Electronics15 citationsDOI

Abstract

In this article, a fixed-time adaptive fuzzy control via filter and observer for uncertain nonlinear systems with disturbances and its application in permanent magnet synchronous motors (PMSMs) is studied. First, the fixed-time command filter with compensation mechanism is designed to solve the “explosion of computational” problem and eliminate filtering errors. Then, notice that the external disturbances in the systems, a fixed-time disturbance observer is proposed to compensate external disturbances through feed-forward control. It is demonstrated that all closed-loop signals in the system are bounded and good tracking performance is achieved in fixed time. Finally, the feasibility and advantages of the proposed method is validated by the simulation and experiment of PMSMs.

Topics & Concepts

Control theory (sociology)Nonlinear systemFuzzy control systemFuzzy logicObserver (physics)Computer scienceAdaptive controlFilter (signal processing)Control engineeringControl (management)EngineeringArtificial intelligenceQuantum mechanicsPhysicsComputer visionAdaptive Control of Nonlinear SystemsFuzzy Logic and Control Systems