Short-term motion prediction of floating offshore wind turbine based on muti-input LSTM neural network

Investigation of higher-harmonic wave loads and low-frequency resonance response of floating offshore wind turbine under extreme wave groups

(2023) Xinmeng Zeng et al.   MARINE STRUCTURES

A new approach to predict dynamic mooring tension using LSTM neural network based on responses of floating structure

(2022) Ziming Wang et al.   OCEAN ENGINEERING

Turbulence model effects on the hydrodynamic response of an oscillating water column (OWC) with use of a computational fluid dynamics model

(2022) Yuxin Zeng et al.   ENERGY

A novel framework for modeling floating offshore wind turbines based on the vector form intrinsic finite element (VFIFE) method

(2022) Yu Zhang et al.   OCEAN ENGINEERING

Combined effects of aerodynamic and second-order hydrodynamic loads for floating wind turbines at different water depths

(2022) Wei Shi et al.   APPLIED OCEAN RESEARCH

Numerical study of higher-harmonic wave loads and runup on monopiles with and without ice-breaking cones based on a phase-inversion method

(2022) Wei Shi et al.   OCEAN ENGINEERING

Wave-GAN: A deep learning approach for the prediction of nonlinear regular wave loads and run-up on a fixed cylinder

(2021) Blanca Pena et al.   COASTAL ENGINEERING

Motion response characteristics of a Kyushu-University semi-submersible floating wind turbine with trussed slender structures: experiment vs. numerical simulation

(2021) Yingyi Liu et al.   OCEAN ENGINEERING

Second-order hydrodynamic effects on the response of three semisubmersible floating offshore wind turbines

(2020) Lixian Zhang et al.   OCEAN ENGINEERING

The input vector space optimization for LSTM deep learning model in real-time prediction of ship motions

(2020) Yucheng Liu et al.   OCEAN ENGINEERING

Machine learning methods for wind turbine condition monitoring: A review

(2018) Adrian Stetco et al.   RENEWABLE ENERGY

Joint Distribution of Environmental Condition at Five European Offshore Sites for Design of Combined Wind and Wave Energy Devices

(2015) Lin Li et al.   JOURNAL OF OFFSHORE MECHANICS AND ARCTIC ENGINEERING-TRANSACTIONS OF THE ASME