Artificial neural networks in microgrids: A review

TB Lopez-Garcia, A Coronado-Mendoza… - … Applications of Artificial …, 2020 - Elsevier
In this work it is shown that artificial neural networks have certain characteristics that make
them advantageous in the development of controllers in the different levels of control that …

Load frequency control in smart grids: A review of recent developments

M Wadi, A Shobole, W Elmasry, I Kucuk - Renewable and Sustainable …, 2024 - Elsevier
This study provides a comprehensive and fresh review of load frequency control (LFC) in
multi-area interconnected power systems (MAIPSs). The central tasks of LFC are to keep …

A novel adaptive model predictive controller for load frequency control of power systems integrated with DFIG wind turbines

MA Mohamed, AAZ Diab, H Rezk, T Jin - Neural Computing and …, 2020 - Springer
With the rapid growth of renewable energy resources, wind energy system is getting more
interest everywhere throughout the world. However, its extensive use in power systems …

New variable structure control based on different meta‐heuristics algorithms for frequency regulation considering nonlinearities effects

M Elsisi - International Transactions on Electrical Energy …, 2020 - Wiley Online Library
In the electrical grids, the main target of the controller design is represented in the
decreasing of the settling time and the overshoot of frequency deviations. The optimization …

[HTML][HTML] LFC based adaptive PID controller using ANN and ANFIS techniques

MI Mosaad, F Salem - Journal of Electrical Systems and Information …, 2014 - Elsevier
This paper presents an adaptive PID Load Frequency Control (LFC) for power systems
using Neuro-Fuzzy Inference Systems (ANFIS) and Artificial Neural Networks (ANN) …

Optimized PI+ load–frequency controller using BWNN approach for an interconnected reheat power system with RFB and hydrogen electrolyser units

R Francis, IA Chidambaram - International Journal of Electrical Power & …, 2015 - Elsevier
This paper investigates a renewable energy resource's application to the Load–Frequency
Control of interconnected power system. The Proportional-Integral (PI) controllers are …

Decentralized load frequency controller for a multi-area interconnected power system

MT Alrifai, MF Hassan, M Zribi - International Journal of Electrical Power & …, 2011 - Elsevier
This paper proposes a control scheme for the load frequency control (LFC) problem of multi-
area power systems. These systems are treated as interconnected dynamical systems. In the …

Load frequency controller design via artificial cuckoo search algorithm

AY Abdelaziz, ES Ali - Electric Power Components and Systems, 2016 - Taylor & Francis
In this article, artificial cuckoo search algorithm for optimal tuning of proportional integral (PI)
controllers for load frequency control is introduced. To robustly tune the parameters of …

Application of type-2 fuzzy logic system for load frequency control using feedback error learning approaches

K Sabahi, S Ghaemi, S Pezeshki - Applied Soft Computing, 2014 - Elsevier
In this paper, the type-2 fuzzy logic system (T2FLS) controller using the feedback error
learning (FEL) strategy has been proposed for load frequency control (LFC) in the …

Recurrent fuzzy neural network by using feedback error learning approaches for LFC in interconnected power system

K Sabahi, M Teshnehlab - Energy Conversion and Management, 2009 - Elsevier
In this study, a new adaptive controller based on modified feedback error learning (FEL)
approaches is proposed for load frequency control (LFC) problem. The FEL strategy consists …