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A fractional order PID tuning tool for automatic voltage regulator using marine predators algorithm

Mohd Zaidi Mohd Tumari, Mohd Ashraf Ahmad, Muhammad Ikram Mohd Rashid

2023Energy Reports48 citationsDOIOpen Access PDF

Abstract

The fractional-order proportional-integral-derivative (FOPID) controller stands as a widely embraced choice for the task of automatic voltage regulation (AVR) when it comes to maintaining the voltage output of synchronous generators. Nevertheless, fine-tuning the FOPID controller presents a formidable challenge, mainly because it possesses five tuning gains, in contrast to the conventional PID controller, which has three gains. Consequently, this paper introduces a novel tuning tool tailored to the AVR system by utilizing the marine predators algorithm (MPA). To gauge the effectiveness of the proposed approach, two key evaluation criteria are employed: step response analysis and trajectory tracking analysis. The results of this research reveal that the MPA-FOPID controller demonstrates exceptional performance criteria, notably enhancing the AVR transient response in comparison to other FOPID controllers optimized through recent metaheuristic algorithms.

Topics & Concepts

PID controllerControl theory (sociology)Voltage regulatorAuto tuningController (irrigation)VoltageComputer scienceTrajectoryStep responseTransient responseTransient (computer programming)AlgorithmControl engineeringEngineeringControl (management)PhysicsArtificial intelligenceOperating systemAstronomyBiologyTemperature controlAgronomyElectrical engineeringAdvanced Control Systems DesignFractional Differential Equations SolutionsFrequency Control in Power Systems
A fractional order PID tuning tool for automatic voltage regulator using marine predators algorithm | Litcius