Litcius/Paper detail

A New Reduced-Order Implementation of Discrete-Time Fractional-Order PID Controller

Rafał Stanisławski, Marek Rydel, Zhixiong Li

2022IEEE Access30 citationsDOIOpen Access PDF

Abstract

This paper presents a new method for computationally effective implementation of a discrete-time fractional-order proportional–integral–derivative (FOPID) controller. The proposed method is based on a unique representation of the FOPID controller, where fractional properties are modeled by a specific finite impulse response (FIR) filter. The balanced truncation model order reduction method is applied in the proposed approach to obtain an effective, low-order model of the FOPID controller. The time-invariant FOPID controller implementation is presented first, and then the methodology is extended to the controller with time-varying gains. A comparative analysis shows that the proposed methodology leads to the effective modeling of discrete-time FOPID controllers. In addition to simulation runs, the effectiveness of the introduced methodology is confirmed in a real-life experiment involving the control of the DC motor servo system. The paper concludes with the implementation tools developed in the Matlab/Simulink environment.

Topics & Concepts

PID controllerControl theory (sociology)Computer scienceMATLABController (irrigation)Discrete time and continuous timeStep responseImpulse responseControl engineeringMathematicsControl (management)EngineeringAgronomyBiologyStatisticsMathematical analysisOperating systemArtificial intelligenceTemperature controlAdvanced Control Systems DesignExtremum Seeking Control SystemsFractional Differential Equations Solutions