Lion Optimization Algorithm for Load Frequency Control of Multi-area Interconnected Power Systems With Non-linearities
Year: 2024
Type: article
Abstract: : This work introduces the Lion Optimization Algorithm, a novel nature-inspired metaheuristic algorithm designed for complex optimization problems. Motivated by the unique social behaviors and cooperative hunting strategies of lions, LOA offers a population-based approach. The algorithm's effectiveness is demonstrated through its application to a three-area interconnected power system incorporating non-linearities such as Governor Dead Band and Generation Rate Constraint. A time-domain objective function, optimized using LOA, tunes the parameters of a PI controller for Load Frequency Control. Simulation results across various loading conditions reveal that LOA-based controllers achieve superior performance compared to conventional PI controllers, particularly in settling times and other relevant performance indices. Keywords: Load Frequency Control (LFC); Multi-area power system; Proportional-Integral (PI) controller; Lion Optimization Algorithm (LOA)
Language: English
Subfield: Electrical and Electronic Engineering
Field: Engineering
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W6949350640
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