[HTML][HTML] Review of recent offshore wind turbine research and optimization methodologies in their design

J Chen, MH Kim - Journal of Marine Science and Engineering, 2022 - mdpi.com
As international efforts to address climate change grow, an increasing number of countries
and companies have put forward a clear “net zero” goal through accelerated renewable …

A review on recent advancements of substructures for offshore wind turbines

X Wang, X Zeng, J Li, X Yang, H Wang - Energy conversion and …, 2018 - Elsevier
The sustainable development of offshore wind energy requires thorough investigations on
technological issues. The substructure, which acts as the natural link between technologies …

Hybrid VMD-CNN-GRU-based model for short-term forecasting of wind power considering spatio-temporal features

Z Zhao, S Yun, L Jia, J Guo, Y Meng, N He, X Li… - … Applications of Artificial …, 2023 - Elsevier
Accurate and reliable short-term forecasting of wind power is vital for balancing energy and
integrating wind power into a grid. A novel hybrid deep learning model is designed in this …

Wind power forecasting of an offshore wind turbine based on high-frequency SCADA data and deep learning neural network

Z Lin, X Liu - Energy, 2020 - Elsevier
Accurate wind power forecasting is essential for efficient operation and maintenance (O&M)
of wind power conversion systems. Offshore wind power predictions are even more …

Influence of groundwater depth on pile–soil mechanical properties and fractal characteristics under cyclic loading

B Yuan, Z Li, W Chen, J Zhao, J Lv, J Song… - Fractal and Fractional, 2022 - mdpi.com
The analysis of the behavior of soil and foundations when the piles in offshore areas are
subjected to long-term lateral loading (wind) is one of the major problems associated with …

A review on recent risk assessment methodologies of offshore wind turbine foundations

G Hou, K Xu, J Lian - Ocean Engineering, 2022 - Elsevier
In recent years, the offshore wind power industry has developed rapidly all over the world in
response to the gradual depletion of fossil fuel energy sources and concerns over …

Foundations in offshore wind farms: Evolution, characteristics and range of use. Analysis of main dimensional parameters in monopile foundations

S Sánchez, JS López-Gutiérrez, V Negro… - Journal of Marine …, 2019 - mdpi.com
Renewable energies are the future, and offshore wind is undoubtedly one of the renewable
energy sources for the future. Foundations of offshore wind turbines are essential for its right …

Use machine learning algorithms to predict turbine power generation to replace renewable energy with fossil fuels

SM Malakouti - Energy Exploration & Exploitation, 2023 - journals.sagepub.com
Recently, power systems have faced the challenges of growing electricity demand, reducing
fossil fuels, and exacerbating environmental pollution due to carbon emissions from fossil …

Optimization design of the jacket support structure for offshore wind turbine using topology optimization method

X Tian, X Sun, G Liu, W Deng, H Wang, Z Li, D Li - Ocean Engineering, 2022 - Elsevier
Jacket support structure is the main support form in medium water depth for bottom fixed
offshore wind turbine. Topology optimization is presented in this paper for an efficient …

Effect of ground motion directionality on seismic dynamic responses of monopile offshore wind turbines

R Mo, R Cao, M Liu, M Li - Renewable Energy, 2021 - Elsevier
The structural stability of offshore wind turbines is constantly being challenged in seismically
active areas. This study investigated the effect of ground motion directionality on the seismic …