A review on application of artificial intelligence techniques in microgrids

E Mohammadi, M Alizadeh… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
A microgrid can be formed by the integration of different components such as loads,
renewable/conventional units, and energy storage systems in a local area. Microgrids with …

Development of Lévy flight-based reptile search algorithm with local search ability for power systems engineering design problems

S Ekinci, D Izci, R Abu Zitar, AR Alsoud… - Neural Computing and …, 2022 - Springer
The need for better-performing algorithms to solve real-world power systems engineering
problems has always been a challenging topic. Due to their stochastic nature, metaheuristic …

[PDF][PDF] Modified Elite Opposition-Based Artificial Hummingbird Algorithm for Designing FOPID Controlled Cruise Control System.

L Abualigah, S Ekinci, D Izci… - Intelligent Automation & …, 2023 - researchgate.net
Efficient speed controllers for dynamic driving tasks in autonomous vehicles are crucial for
ensuring safety and reliability. This study proposes a novel approach for designing a …

An effective control design approach based on novel enhanced aquila optimizer for automatic voltage regulator

S Ekinci, D Izci, E Eker, L Abualigah - Artificial Intelligence Review, 2023 - Springer
This paper presents a new metaheuristic algorithm by enhancing one of the recently
proposed optimizers named Aquila optimizer (AO). The enhanced AO (enAO) algorithm is …

Comparative analysis of the hybrid gazelle‐Nelder–Mead algorithm for parameter extraction and optimization of solar photovoltaic systems

S Ekinci, D Izci, AG Hussien - IET Renewable Power …, 2024 - Wiley Online Library
The pressing need for sustainable energy solutions has driven significant research in
optimizing solar photovoltaic (PV) systems which is crucial for maximizing energy …

Proposing hybrid prediction approaches with the integration of machine learning models and metaheuristic algorithms to forecast the cooling and heating load of …

H Dasi, Z Ying, MDFB Ashab - Energy, 2024 - Elsevier
Accurate prediction of heating and cooling loads in residential buildings is crucial for both
researchers and practitioners. This study employs advanced forecasting techniques, utilizing …

MNEARO: A meta swarm intelligence optimization algorithm for engineering applications

G Hu, F Huang, K Chen, G Wei - Computer Methods in Applied Mechanics …, 2024 - Elsevier
Artificial rabbits (AR) optimization is a newly proposed swarm intelligence algorithm. The
idea of AR optimization (ARO) is inspired by the nature behaviors of the AR including the …

Efficient speed control for DC motors using novel gazelle simplex optimizer

S Ekinci, D Izci, M Yilmaz - Ieee Access, 2023 - ieeexplore.ieee.org
This paper addresses the design of an optimally executed proportional-integral-derivative
(PID) controller, tailored for the speed regulation of a direct current (DC) motor. To achieve …

A novel simplified buck power system control algorithm: application to the emulation of photovoltaic solar panels

W Zhu, A Harrison… - Computers and …, 2024 - Elsevier
This paper proposes an innovative simplified two-stage algorithm for precise and durable
regulation of the buck power systems. A critically damped of response is captured and …

[HTML][HTML] Augmented hunger games search algorithm using logarithmic spiral opposition-based learning for function optimization and controller design

D Izci, S Ekinci, E Eker, M Kayri - Journal of King Saud University …, 2024 - Elsevier
This paper explains the construction of a novel augmented hunger games search algorithm
using a logarithmic spiral opposition-based learning technique. The proposed algorithm …