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Optimal FOPID Controllers for LFC Including Renewables by Bald Eagle Optimizer.

Authors :
Agwa, Ahmed M.
Abdeen, Mohamed
Shaaban, Shaaban M.
Source :
Computers, Materials & Continua; 2022, Vol. 73 Issue 3, p5525-5541, 17p
Publication Year :
2022

Abstract

In this study, a bald eagle optimizer (BEO) is used to get optimal parameters of the fractional-order proportional-integral-derivative (FOPID) controller for load frequency control (LFC). SinceBEOtakes only a very short time in finding the optimal solution, it is selected for designing the FOPID controller that improves the system stability and maintains the frequency within a satisfactory range at different loads. Simulations and demonstrations are carried out using MATLAB-R2020b. The performance of the BEOFOPID controller is evaluated using a two-zone interlinked power system at different loads and under uncertainty of wind and solar energies. The robustness of the BEO-FOPID controller is examined by testing its performance under varying system time constants. The results obtained by the BEOFOPID controller are compared with those obtained by BEO-PID and PID controllers based on recent metaheuristics optimization algorithms, namely the sine-cosine approach, Jaya approach, grey wolf optimizer, genetic algorithm, bacteria foraging optimizer, and equilibrium optimization algorithm. The results confirm that the BEO-FOPID controller obtains the finest result, with the lowest frequency deviation. The results also confirm that the BEOFOPID controller is stable and robust at different loads, under varying system time constants, and under uncertainty of wind and solar energies. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
15462218
Volume :
73
Issue :
3
Database :
Complementary Index
Journal :
Computers, Materials & Continua
Publication Type :
Academic Journal
Accession number :
158378547
Full Text :
https://doi.org/10.32604/cmc.2022.031580