Improved load frequency control performance by tuning parameters of PID controller and BESS using Bat algorithm.

Autor: Putra, Dimas Fajar Uman, Firdaus, Aji Akbar, Arof, Hamzah, Putra, Novian Patria Uman, Kusuma, Vicky Andria
Předmět:
Zdroj: Bulletin of Electrical Engineering & Informatics; Oct2023, Vol. 12 Issue 5, p2624-2634, 11p
Abstrakt: 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. [ABSTRACT FROM AUTHOR]
Databáze: Complementary Index