Advances in teaching-learning-based optimization algorithm: A comprehensive survey

G Zhou, Y Zhou, W Deng, S Yin, Y Zhang - Neurocomputing, 2023 - Elsevier
Teaching-learning-based optimization (TLBO) algorithm which imitates the teaching-
learning process in a classroom, is one of population-based heuristic stochastic swarm …

A review of applications of artificial intelligent algorithms in wind farms

Y Wang, Y Yu, S Cao, X Zhang, S Gao - Artificial Intelligence Review, 2020 - Springer
Wind farms are enormous and complex control systems. It is challenging and valuable to
control and optimize wind farms. Their applications are widely used in various industries …

Hippopotamus optimization algorithm: a novel nature-inspired optimization algorithm

MH Amiri, N Mehrabi Hashjin, M Montazeri… - Scientific Reports, 2024 - nature.com
The novelty of this article lies in introducing a novel stochastic technique named the
Hippopotamus Optimization (HO) algorithm. The HO is conceived by drawing inspiration …

A survey of teaching–learning-based optimization

F Zou, D Chen, Q Xu - Neurocomputing, 2019 - Elsevier
Over past few decades, swarm intelligent algorithms based on the intelligent behaviors of
social creatures have been extensively studied and applied for all kinds of optimization …

Comparative performance of twelve metaheuristics for wind farm layout optimisation

T Kunakote, N Sabangban, S Kumar, GG Tejani… - … Methods in Engineering, 2022 - Springer
This work bridges two research fields ie metaheuristics and wind farm layout design.
Comparative performance of twelve metaheuristics (MHs) on wind farm layout optimisation …

Identification of optimal wind, solar and hybrid wind-solar farming sites using fuzzy logic modelling

AZ Dhunny, JRS Doorga, Z Allam, MR Lollchund… - Energy, 2019 - Elsevier
In this paper, an analytical framework is developed using fuzzy logic to evaluate optimal
sites for wind, solar and hybrid wind-solar farms; using criterial components for energy …

Review on optimisation methods of wind farm array under three classical wind condition problems

F Azlan, JC Kurnia, BT Tan, MZ Ismadi - Renewable and Sustainable …, 2021 - Elsevier
The arrangement of wind turbines in clusters presents two noteworthy issues:(1) diminished
power generation brought about by wake wind speed deficits and (2) expanded unique …

Optimization of engineering design problems using atomic orbital search algorithm

M Azizi, S Talatahari, A Giaralis - IEEE Access, 2021 - ieeexplore.ieee.org
In this paper, optimum design of engineering problems is considered by means of the
Atomic Orbital Search (AOS), a recently proposed metaheuristic optimization algorithm. The …

Power prediction of a Savonius wind turbine cluster considering wind direction characteristics on three sites

Y Chen, D Zhang, W Qi, P Guo, J Li - Journal of Cleaner Production, 2023 - Elsevier
The Savonius wind turbine cluster installation significantly impacts its power output in real
wind fields. This study aims to investigate the effect of wind conditions on the power output of …

Particle swarm optimization of a wind farm layout with active control of turbine yaws

J Song, T Kim, D You - Renewable Energy, 2023 - Elsevier
Higher annual energy production can be obtained by joint optimization which considers
active yaw control in the layout design stage. Although accurate representation of a non …