JOURNAL ARTICLE

Design of Load frequency controller using Whale Optimization Algorithm (WOA)

Abstract

This research work focuses on drafting a Load frequency controller that is interconnected with a Single area thermal power system for a Hybrid Distributed generation system. Whale Optimization Algorithm(WOA), a meta-heuristic, nature inspired optimization method is applied to obtain PID (Proportional-Integral-Derivative) controller's gain value. The efficiency of the dynamic system is observed. The observations are discussed and compared with the efficiencies of other approaches like Harmony search (HS), Flower pollination algorithm (FPA) and Particle swarm optimization (PSO). The proposed system exhibits its robustness in the frequency deviations' profile with settling time. MATLAB R2010a was used to simulate the same.

Keywords:
Harmony search Particle swarm optimization PID controller Settling time Control theory (sociology) Robustness (evolution) MATLAB Computer science Bat algorithm Automatic frequency control Mathematical optimization Algorithm Control engineering Engineering Mathematics Step response Temperature control

Metrics

7
Cited By
2.58
FWCI (Field Weighted Citation Impact)
17
Refs
0.90
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Frequency Control in Power Systems
Physical Sciences →  Engineering →  Electrical and Electronic Engineering
Metaheuristic Optimization Algorithms Research
Physical Sciences →  Computer Science →  Artificial Intelligence
Microgrid Control and Optimization
Physical Sciences →  Engineering →  Control and Systems Engineering

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