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 …

Health monitoring and safety evaluation of the offshore wind turbine structure: a review and discussion of future development

J Lian, O Cai, X Dong, Q Jiang, Y Zhao - Sustainability, 2019 - mdpi.com
With the depletion of fossil energy, offshore wind power has become an irreplaceable
energy source for most countries in the world. In recent years, offshore wind power …

Dynamic strain estimation for fatigue assessment of an offshore monopile wind turbine using filtering and modal expansion algorithms

K Maes, A Iliopoulos, W Weijtjens, C Devriendt… - … Systems and Signal …, 2016 - Elsevier
Offshore wind turbines are exposed to continuous wind and wave excitation. The monitoring
of high periodic strains at critical locations is important to assess the remaining lifetime of the …

Structural vibration monitoring and operational modal analysis of offshore wind turbine structure

X Dong, J Lian, H Wang, T Yu, Y Zhao - Ocean Engineering, 2018 - Elsevier
In order to reduce the structural failure and accident occurrence of the offshore wind turbine,
the researches on structural operational safety of offshore wind turbine based on the …

[HTML][HTML] An adaptive-noise Augmented Kalman Filter approach for input-state estimation in structural dynamics

S Vettori, E Di Lorenzo, B Peeters, MM Luczak… - … Systems and Signal …, 2023 - Elsevier
The establishment of a Digital Twin of an operating engineered system can increase the
potency of Structural Health Monitoring (SHM) tools, which are then bestowed with …

Optimal sensor placement for parameter estimation and virtual sensing of strains on an offshore wind turbine considering sensor installation cost

A Mehrjoo, M Song, B Moaveni, C Papadimitriou… - … Systems and Signal …, 2022 - Elsevier
This paper proposes an optimal sensor placement (OSP) framework for parameter
estimation, virtual sensing, and condition monitoring using information theory. The …

A novel wind turbine data imputation method with multiple optimizations based on GANs

F Qu, J Liu, Y Ma, D Zang, M Fu - Mechanical Systems and Signal …, 2020 - Elsevier
In the rising research and applications of data-driven technologies in mechanical systems,
data missing has always been a serious problem. The problem of data missing on a large …

Fatigue assessment of wind turbine towers: Review of processing strategies with illustrative case study

J Pacheco, F Pimenta, S Pereira, Á Cunha… - Energies, 2022 - mdpi.com
Wind turbines are structures predominantly subjected to dynamic loads throughout their
period of life. In that sense, fatigue design plays a central role. Particularly, support structure …

Streamlined particle filtering of phase-based magnified videos for quantified operational deflection shapes

NA Valente, A Sarrafi, Z Mao, C Niezrecki - Mechanical Systems and Signal …, 2022 - Elsevier
Non-contact optical measurements are commonly used in industrial and research domains
to obtain displacement measurements. This can be attributed to their noninvasive …

Fatigue assessment of offshore wind turbines on monopile foundations using multi‐band modal expansion

A Iliopoulos, W Weijtjens, D Van Hemelrijck… - Wind …, 2017 - Wiley Online Library
Offshore wind turbines (OWTs) are subjected to both quasi‐static loads originating from
variations in the thrust force and dynamic loads linked to turbulence, waves and turbine …