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학술논문ICT Express2022.09 발행

A new fitness function for tuning parameters of Peripheral Integral Derivative Controllers

A new fitness function for tuning parameters of Peripheral Integral Derivative Controllers

Julius Beneoluchi Odili(Anchor University Lagos); A. Noraziah(Universiti Malaysia Pahang); Asegunloluwa Eunice Babalola(Anchor University Lagos)

8권 3호, 463~467쪽

초록

In recent years, the need for greater effectiveness and efficiency in industrial processes and procedures has made control system engineering a favored area of scientific investigation, especially the proper tuning of the parameters of Peripheral Integral Derivative (PID) Controllers. This paper critically examines some issues with the present fitness functions being used by different researchers involved in metaheuristic tuning of PID Controllers. It concludes with the introduction of a fitness function called the Inverse Integrated Squared Absolute Error whose experimental outcome using the African Buffalo Optimization algorithm was able to obtain zero (0) steady state error, zero (0) overshoot, 1.77 s rise time and 2.87 s steady time which is quite competitive. The paper opines that further appropriate investigations of the metaheuristic tuning of PID Controllers using this latest fitness function are highly recommended since it is very simple to both implement and use.

Abstract

In recent years, the need for greater effectiveness and efficiency in industrial processes and procedures has made control system engineering a favored area of scientific investigation, especially the proper tuning of the parameters of Peripheral Integral Derivative (PID) Controllers. This paper critically examines some issues with the present fitness functions being used by different researchers involved in metaheuristic tuning of PID Controllers. It concludes with the introduction of a fitness function called the Inverse Integrated Squared Absolute Error whose experimental outcome using the African Buffalo Optimization algorithm was able to obtain zero (0) steady state error, zero (0) overshoot, 1.77 s rise time and 2.87 s steady time which is quite competitive. The paper opines that further appropriate investigations of the metaheuristic tuning of PID Controllers using this latest fitness function are highly recommended since it is very simple to both implement and use.

발행기관:
한국통신학회
DOI:
http://dx.doi.org/10.1016/j.icte.2021.10.006
분류:
정보통신

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A new fitness function for tuning parameters of Peripheral Integral Derivative Controllers | ICT Express 2022 | AskLaw | 애스크로 AI