State-of-the-art of controllers and soft computing techniques for regulated load frequency management of single/multi-area traditional and renewable energy based …

A Latif, SMS Hussain, DC Das, TS Ustun - Applied Energy, 2020 - Elsevier
Load frequency management (LFM) has become more significant in modern power systems
due to variation demand and generation profiles. Further, integration of renewable energy …

Genetic algorithm approach to design of multi-layer perceptron for combined cycle power plant electrical power output estimation

I Lorencin, N Anđelić, V Mrzljak, Z Car - Energies, 2019 - mdpi.com
In this paper a genetic algorithm (GA) approach to design of multi-layer perceptron (MLP) for
combined cycle power plant power output estimation is presented. Dataset used in this …

Computational intelligence-based optimization methods for power quality and dynamic response enhancement of ac microgrids

TA Jumani, MW Mustafa, NN Hamadneh, SH Atawneh… - Energies, 2020 - mdpi.com
The penetration of distributed generators (DGs) in the existing power system has brought
some real challenges regarding the power quality and dynamic response of the power …

Master‐slave design for frequency regulation in hybrid power system under complex environment

M Iqbal, MM Gulzar - IET Renewable Power Generation, 2022 - Wiley Online Library
The advancement in technology has proceeded exceptionally that the stability of the power
system becomes a major challenge. The mismatch of generation and demand creates …

Development and validation of artificial neural network-based tools for forecasting of power system inertia with wind farms penetration

ESNR Paidi, H Marzooghi, J Yu… - IEEE Systems Journal, 2020 - ieeexplore.ieee.org
Increased penetration of power electronics interfaced renewable energy sources-based
generation, for instance, wind farms, that displaces much of the conventional synchronous …

A fractional order fuzzy-proportional-integral-derivative based pitch angle controller for a direct-drive wind energy system

D Pathak, P Gaur - Computers & Electrical Engineering, 2019 - Elsevier
A wind energy conversion system (WECS) is a highly nonlinear and coupled system in
which the output power depends upon highly uncertain wind speed. Therefore, the quality of …

Exploring reward strategies for wind turbine pitch control by reinforcement learning

JE Sierra-García, M Santos - Applied Sciences, 2020 - mdpi.com
Featured Application Wind Turbine Pitch Control. Abstract In this work, a pitch controller of a
wind turbine (WT) inspired by reinforcement learning (RL) is designed and implemented …

Load frequency regulation of interconnected muli-source multi-area power system with penetration of electric vehicles aggregator model

A Jameel, MM Gulzar - Electrical Engineering, 2023 - Springer
The recent widespread installation of renewable energy sources in place of fossil fuel, along
with the substitution of electric vehicles, has given rise to several integration difficulties. Due …

Optimization of X-axis servo drive performance using PSO fuzzy control technique for double-axis dicing saw

W Cao, P Zhang, Q Mi, Y Sun, J Shi, W Liang - Scientific Reports, 2023 - nature.com
The dicing saw is a critical piece of equipment in IC processing, primarily used to cut wafers.
Due to the high spindle speed, even small errors in the cutting process can result in wafer …

Self-evolving fuzzy controller composed of univariate fuzzy control rules

J Mendes, R Maia, R Araújo, FAA Souza - Applied Sciences, 2020 - mdpi.com
The paper proposes a methodology to online self-evolve direct fuzzy logic controllers
(FLCs), to deal with unknown and time-varying dynamics. The proposed methodology self …