Prototype Of Fuzzy PID Controller For Load Frequency Control Based On Hybrid Optimization Algorithm

Avula Vijay Kumar, G Pandu Ranga Reddy

2023

Abstract

Power system consists of large networks linked together which seem to be large and complex in structure. In connection with the component some factor affects the performance of operation as well stability, the Prime aim of power system is to meet out requirement of the load demand. For reliable, secure, economic and stable operation of a power system requires certain control strategies. The Evolution of Artificial Intelligence of cognitive behaviour paved the way to obtain optimal solution for problems involving imprecise data of nature. Soft computing algorithms resembling Genetic Algorithm, particle swarm optimization, artificial neural network, were used for the optimization process. In this proposed work, the pattern search algorithm (PSA) and firefly algorithm (FA) were used to maintain the operation frequency near the standard desired value. The controller used in this proposed work is comparing the results with some existing technique. Then the sensitivity analysis is performed for various load conditions from its nominal value. The proposed work provides the better solution for handling the nonlinearity systems.

Paper Citation

in Harvard Style

Vijay Kumar A. and Ranga Reddy G. (2023). Prototype Of Fuzzy PID Controller For Load Frequency Control Based On Hybrid Optimization Algorithm. In Proceedings of the 1st International Conference on Intelligent and Sustainable Power and Energy Systems - Volume 1: ISPES; ISBN 978-989-758-689-7, SciTePress, pages 38-44. DOI: 10.5220/0012506000003808

in Bibtex Style

@conference{ispes23,
author={Avula Vijay Kumar and G Pandu Ranga Reddy},
title={Prototype Of Fuzzy PID Controller For Load Frequency Control Based On Hybrid Optimization Algorithm},
booktitle={Proceedings of the 1st International Conference on Intelligent and Sustainable Power and Energy Systems - Volume 1: ISPES},
year={2023},
pages={38-44},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0012506000003808},
isbn={978-989-758-689-7},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 1st International Conference on Intelligent and Sustainable Power and Energy Systems - Volume 1: ISPES
TI - Prototype Of Fuzzy PID Controller For Load Frequency Control Based On Hybrid Optimization Algorithm
SN - 978-989-758-689-7
AU - Vijay Kumar A.
AU - Ranga Reddy G.
PY - 2023
SP - 38
EP - 44
DO - 10.5220/0012506000003808
PB - SciTePress