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A Review of Recent Developments in Autotuning Methods for Fractional-Order Controllers

Cristina I. Mureşan, Isabela Birs, Clara M. Ionescu, Eva H. Dulf, Robin De Keyser

2022Fractal and Fractional76 citationsDOIOpen Access PDF

Abstract

The scientific community has recently seen a fast-growing number of publications tackling the topic of fractional-order controllers in general, with a focus on the fractional order PID. Several versions of this controller have been proposed, including different tuning methods and implementation possibilities. Quite a few recent papers discuss the practical use of such controllers. However, the industrial acceptance of these controllers is still far from being reached. Autotuning methods for such fractional order PIDs could possibly make them more appealing to industrial applications, as well. In this paper, the current autotuning methods for fractional order PIDs are reviewed. The focus is on the most recent findings. A comparison between several autotuning approaches is considered for various types of processes. Numerical examples are given to highlight the practicality of the methods that could be extended to simple industrial processes.

Topics & Concepts

Focus (optics)Computer scienceController (irrigation)Order (exchange)PID controllerSimple (philosophy)Control engineeringControl theory (sociology)Industrial engineeringControl (management)Artificial intelligenceEngineeringAgronomyEconomicsPhysicsPhilosophyTemperature controlFinanceEpistemologyBiologyOpticsAdvanced Control Systems DesignExtremum Seeking Control SystemsAdvanced Control Systems Optimization
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