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This Author published in this journals
All Journal IAES International Journal of Artificial Intelligence (IJ-AI) International Journal of Reconfigurable and Embedded Systems (IJRES) Bulletin of Electrical Engineering and Informatics Indonesian Journal of Electrical Engineering and Computer Science
Hamzah Arof
University of Malaya
Computer Science & IT Economics, Econometrics & Finance Electrical & Electronics Engineering Engineering

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Journal : Bulletin of Electrical Engineering and Informatics

 1 
Improved load frequency control performance by tuning parameters of PID controller and BESS using Bat algorithm Dimas Fajar Uman Putra; Aji Akbar Firdaus; Hamzah Arof; Novian Patria Uman Putra; Vicky Andria Kusuma
Bulletin of Electrical Engineering and Informatics Vol 12, No 5: October 2023
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/eei.v12i5.4548

Abstract

The oscillation of frequency can cause the generator to run out of sync in a power system. Therefore, load frequency control (LFC) is needed to reduce frequency oscillation and prevent out of sync operation. The LFC regulates the governor to balance the turbine speed with changes in the load of existing. In this paper, a proportional integral differential (PID) controller and a battery energy storage system (BESS) are added to an LFC to improve the frequency stability of a power system. The parameters of the PID controller and BESS are optimized using the Bat algorithm (BA) to attain a good coordination. The frequency performance analysis is done by introducing disturbance in the form of changes in load power. The simulation results show that the frequency deviation of the system with the PID controller and BESS, has a faster settling time and smaller overshoot value. The system performs better than those with only the PID controller or the BESS. In conclusion, the BA algorithm can be used to find optimal parameter values of the PID controller and BESS for a synchronized coordination of an LFC.
Co-Authors Ahmad Razif Muhammad Bambang Suharto Dimas Fajar Uman Putra Fadli Ama Firdaus, Aji Akbar Hadi Suyono Hazlihan Haris Hidayatul Nurohmah Machrus Ali Mohd Shahnan Zainal Abidin Muhammad Aziz Muslim Mukul Chandra Paul Norazlina Saidin Novian Patria Uman Putra Sinulingga, Rizky Amalia Sulaiman Wadi Harun Suprapto, Sena Sukmananda Vicky Andria Kusuma