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Voltage and frequency regulation in smart grids via a unique Fuzzy PIDD2 controller optimized by Gradient-Based Optimization algorithm by Kareem M. AboRas; Muhammad Ragab; Mokhtar Shouran; Sultan Alghamdi; Hossam Kotb is a Engineering article available to read on EtoBox.

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Two-area system ITAE a b s t r a c t This paper proposes a maiden intelligent controller design that consists of a Fuzzy Proportional-Integral-Derivative-Double Derivative (FPIDD 2 ) controller whose parameters are fine-tuned using the Gradient-Based Optimization algorithm (GBO). The proposed FPIDD 2 regulator is employed as a secondary regulator for stabilizing the combined voltage and frequency loops in a two-area interconnected power system. It has been shown that the GBO optimization algorithm outperforms other optimization strategies such as the Chimp Optimization Algorithm (ChOA), the Whale Optimization Algorithm (WOA), and the Gorilla Troops Optimization algorithm (GTO). The proposed FPIDD 2 controller is tested in a conventional two-area power system. Then, the investigation is expanded to a two-area hybrid system, with each area comprising a mix of traditional (thermal, gas, and hydraulic power plants) and renewable generation units (wind and solar power). Additionally, the proposed controller takes into account system nonlinearities (such as generation rate limitations, governor deadband, and communication time delays), system uncertainties, and load/renewables fluctuatio

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Author

Kareem M. AboRas; Muhammad Ragab; Mokhtar Shouran; Sultan Alghamdi; Hossam Kotb

Publisher

Elsevier BV

Published

2023

Language

EN

Field

Engineering (Physical Sciences)