LION OPTIMIZATION ALGORITHM FOR LOAD FREQUENCY CONTROL OF MULTI-AREA INTERCONNECTED POWER SYSTEMS WITH NON-LINEARITIES

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)

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-12-30
DOI
https://doi.org/10.5281/zenodo.14847765
Primary Topic
Frequency Control in Power Systems
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

LION OPTIMIZATION ALGORITHM FOR LOAD FREQUENCY CONTROL OF MULTI-AREA INTERCONNECTED POWER SYSTEMS WITH NON-LINEARITIES

Zenodo (CERN European Organization for Nuclear Research)
Frequency Control in Power Systems
article

LION OPTIMIZATION ALGORITHM FOR LOAD FREQUENCY CONTROL OF MULTI-AREA INTERCONNECTED POWER SYSTEMS WITH NON-LINEARITIES

article en

Abstract

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)

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 66%
Frequency Control in Power Systems
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.