Review of performance optimization techniques applied to wind turbines

A Chehouri, R Younes, A Ilinca, J Perron - Applied Energy, 2015 - Elsevier
This paper presents a review of the optimization techniques and strategies applied to wind
turbine performance optimization. The topic is addressed by identifying the most significant …

A novel review on optimization techniques used in wind farm modelling

K Balasubramanian, SB Thanikanti… - Renewable Energy …, 2020 - Elsevier
Highlights•Detailed on various optimization techniques used in wind farm
modelling.•Detailed on several modelling approaches used in wind farm …

Multi-objective optimization and optimal airfoil blade selection for a small horizontal-axis wind turbine (HAWT) for application in regions with various wind potential

V Akbari, M Naghashzadegan, R Kouhikamali… - Machines, 2022 - mdpi.com
The type of airfoil with small wind turbine blades should be selected based on the wind
potential of the area in which the turbine is used. In this study, 10 low Reynolds number …

Genetic algorithms for the design and optimization of horizontal axis wind turbine (HAWT) blades: A continuous approach or a binary one?

A Pourrajabian, M Dehghan, S Rahgozar - … Energy Technologies and …, 2021 - Elsevier
The continuous and the binary techniques are the main types of genetic algorithms that
could be employed for an optimization problem. The study investigates the robustness and …

Multi-objective deep reinforcement learning for optimal design of wind turbine blade

Z Wang, T Zeng, X Chu, D Xue - Renewable Energy, 2023 - Elsevier
The design of a wind turbine blade is a typical complex multi-objective optimization problem,
mostly solved by evolutionary algorithms. However, these methods are not effective due to …

Aero-structural rapid screening of new design concepts for offshore wind turbines

ASE Mendoza, DT Griffith, M Jeong, C Qin, E Loth… - Renewable Energy, 2023 - Elsevier
The development of large-scale wind turbines is challenged by loads, mass, and cost
growth, and more flexible blades that impact power and tower clearance. Further, the long …

Aerodynamic shape optimization of wind turbine blades using a Reynolds‐averaged Navier–Stokes model and an adjoint method

T Dhert, T Ashuri, JRRA Martins - Wind Energy, 2017 - Wiley Online Library
Computational fluid dynamics (CFD) is increasingly used to analyze wind turbines, and the
next logical step is to develop CFD‐based optimization to enable further gains in …

Multipoint high-fidelity CFD-based aerodynamic shape optimization of a 10 MW wind turbine

MHA Madsen, F Zahle, NN Sørensen… - Wind Energy …, 2019 - wes.copernicus.org
The wind energy industry relies heavily on computational fluid dynamics (CFD) to analyze
new turbine designs. To utilize CFD earlier in the design process, where lower-fidelity …

Aero-structural design and optimization of 50 MW wind turbine with over 250-m blades

S Yao, M Chetan, DT Griffith… - Wind …, 2022 - journals.sagepub.com
The quest for reduced levelized cost of energy has driven significant growth in wind turbine
size; however, larger rotors face significant technical and logistical challenges. The largest …

Combined preliminary–detailed design of wind turbines

P Bortolotti, CL Bottasso, A Croce - Wind Energy Science, 2016 - wes.copernicus.org
This paper is concerned with the holistic optimization of wind turbines. A multi-disciplinary
optimization procedure is presented that marries the overall sizing of the machine in terms of …