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Fractional PIλD Controller Design for a Magnetic Levitation System

Waldemar Bauer, Jerzy Baranowski

2020Electronics24 citationsDOIOpen Access PDF

Abstract

Currently, there are no formalized methods for tuning non-integer order controllers. This is due to the fact that implementing these systems requires using an approximation of the non-integer order terms. The Oustaloup approximation method of the sα fractional derivative is intuitive and widely adopted in the design of fractional-order PIλD controllers. It requires special considerations for real-time implementations as it is prone to numerical instability. In this paper, for design and tuning of fractional regulators, we propose two methods.The first method relies on Nyquist stability criterion and stability margins. We base the second on parametric optimization via Simulated Annealing of multiple performance indicators. We illustrate our methods with a case study of the PIλD controller for the Magnetic Levitation System. We illustrate our methods’ efficiency with both simulations and experimental verification in both nominal and disturbed operation.

Topics & Concepts

Control theory (sociology)Nyquist stability criterionInteger (computer science)Fractional calculusMagnetic levitationParametric statisticsPID controllerStability (learning theory)Fractional-order systemLevitationComputer scienceMathematical optimizationSimulated annealingMathematicsApplied mathematicsControl engineeringEngineeringControl (management)Artificial intelligenceTemperature controlMechanical engineeringMachine learningMagnetProgramming languageStatisticsAdvanced Control Systems DesignMagnetic Bearings and Levitation DynamicsFractional Differential Equations Solutions