TY - JOUR
T1 - Improved load frequency control performance by tuning parameters of PID controller and BESS using Bat algorithm
AU - Uman Putra, Dimas Fajar
AU - Akbar Firdaus, Aji
AU - Arof, Hamzah
AU - Uman Putra, Novian Patria
AU - Andria Kusuma, Vicky
N1 - Publisher Copyright:
© 2023, Institute of Advanced Engineering and Science. All rights reserved.
PY - 2023/10
Y1 - 2023/10
N2 - 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.
AB - 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.
KW - Bat algorithm
KW - Battery energy storage system
KW - Load frequency control
KW - Proportional integral differential
UR - http://www.scopus.com/inward/record.url?scp=85175108257&partnerID=8YFLogxK
U2 - 10.11591/eei.v12i5.4548
DO - 10.11591/eei.v12i5.4548
M3 - Article
AN - SCOPUS:85175108257
SN - 2089-3191
VL - 12
SP - 2624
EP - 2634
JO - Bulletin of Electrical Engineering and Informatics
JF - Bulletin of Electrical Engineering and Informatics
IS - 5
ER -