Research graph
References from Mooring Tendon Dynamic Tension Estimation in a 15 MW TLP-Type FOWT: A Comparison of Self-Attention, LSTM, and GRU Networks. Local targets link to admitted publications; unresolved targets remain external evidence.
10.3390/jmse10010028
10.3390/jmse10010028 · External reference
Design Considerations for Tension Leg Platform Wind Turbines
10.1016/j.marstruc.2012.09.001 · 2012 · External reference
Tendon Fatigue Analysis of Tension Leg Platform Using a New Time-Domain Quasi-Dynamic Method
10.1016/j.marstruc.2024.103701 · 2025 · External reference
Time-Domain Simulation, Fatigue and Extreme Responses for a Fully Flexible TLP Floating Wind Turbine
10.1016/j.marstruc.2025.103778 · 2025 · External reference
Stochastic Dynamic Load Effect and Fatigue Damage Analysis of Drivetrains in Land-Based and TLP, Spar and Semi-Submersible Floating Wind Turbines
10.1016/j.marstruc.2015.03.006 · 2015 · External reference
Structural Health Monitoring for TLP-FOWT (Floating Offshore Wind Turbine) Tendon Using Sensors
10.1016/j.apor.2021.102740 · 2021 · External reference
Real-Time Trace of Riser Profile and Stress with Numerical Inclinometers
10.1016/j.oceaneng.2021.109292 · 2021 · External reference
Global Behavior Monitoring of Underwater Lines Using Generalized Coordinate Based Polynomial Equations and Sensor Fusion
2024 · External reference
10.3390/jmse10121994
10.3390/jmse10121994 · External reference
10.3390/jmse12111939
10.3390/jmse12111939 · External reference
Detection of Damaged Mooring Line Based on Deep Neural Networks
10.1016/j.oceaneng.2020.107522 · 2020 · External reference
Damage Detection of Catenary Mooring Line Based on Recurrent Neural Networks
10.1016/j.oceaneng.2021.108898 · 2021 · External reference
Sequence-Based Modeling of Deep Learning with LSTM and GRU Networks for Structural Damage Detection of Floating Offshore Wind Turbine Blades
10.1016/j.renene.2021.04.025 · 2021 · External reference
Interpretable Prediction of Floating Offshore Wind Turbine Dynamic Responses: An Attention-Based Deep Learning Approach
10.1016/j.oceaneng.2025.121703 · 2025 · External reference
Estimation of Wave-Induced Full-Field Internal Forces in Submerged Floating Tunnels Using LSTM Network with Finite Impulse Response Filter and Modal Approach
10.1016/j.oceaneng.2025.121442 · 2025 · External reference
Mooring Tension Estimation for Multi-Connected Floating Photovoltaic Arrays via LSTM Networks
10.1016/j.advengsoft.2025.104037 · 2025 · External reference
Estimation of Unmeasured Structural Responses of Submerged Floating Tunnels Using Pattern Model Trained via Long Short-Term Memory
10.1016/j.oceaneng.2023.114284 · 2023 · External reference
Wave-Induced Motion Prediction of a Deepwater Floating Offshore Wind Turbine Platform Based on Bi-LSTM
10.1016/j.oceaneng.2024.119836 · 2025 · External reference
A Deep Learning Model for Predicting Mechanical Behaviors of Dynamic Power Cable of Offshore Floating Wind Turbine
10.1016/j.marstruc.2024.103705 · 2025 · External reference
Short-Term Motion Prediction of Floating Offshore Wind Turbine Based on Multi-Input LSTM Neural Network
10.1016/j.oceaneng.2023.114558 · 2023 · External reference
The Motion Forecasting Study of Floating Offshore Wind Turbine Using Self-Attention Long Short-Term Memory Method
10.1016/j.oceaneng.2024.118709 · 2024 · External reference
Short-Term Forecast of Mooring Tension for Offshore Floating Photovoltaic Platform under Coupled Wind–Wave–Current Conditions Using an Enhanced Loss Function in the SAM-Bi-LSTM
10.1016/j.marstruc.2026.104047 · 2026 · External reference
Mooring Tension Prediction of Floating Offshore Wind Turbines Using End-to-End Convolutional Neural Network Models with Attention Mechanisms
10.1016/j.oceaneng.2025.123939 · 2026 · External reference
Prediction of FOWT Mooring Tension during Non-Stationary Typhoon Transit: A Transformer-Based Framework with Bayesian Optimization
10.1016/j.oceaneng.2026.124758 · 2026 · External reference
Real-Time Prediction of Mooring Tension for Semi-Submersible Platforms
10.1016/j.apor.2024.103967 · 2024 · External reference
Short-Term Prediction of Mooring Tension for Floating Breakwater Based on the LSTM-ASSA-Transformer Method
10.1016/j.oceaneng.2025.123087 · 2025 · External reference
A Hybrid Prediction Model for Deep-Water Semi-Submersible Platforms Motion Based on Transformer
10.1016/j.oceaneng.2025.124039 · 2026 · External reference
Design Strategy for Resonance Avoidance to Improve the Performance of Tension Leg Platform-Type Floating Offshore Wind Turbines
10.1016/j.oceaneng.2024.118080 · 2024 · External reference
10.3390/jmse12050796
10.3390/jmse12050796 · External reference
Study on Dynamic Behavior of 15 MW TLP FOWT under Earthquake and Mooring Line Broken
10.1016/j.oceaneng.2025.122430 · 2025 · External reference
Unresolved reference
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Unresolved reference
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Unresolved reference
External reference
Impact of Hull Flexibility on the Global Performance of a 15 MW Concrete-Spar Floating Offshore Wind Turbine
10.1016/j.marstruc.2024.103724 · 2025 · External reference
Communication in the Presence of Noise
10.1109/jrproc.1949.232969 · 1949 · External reference
Long Short-Term Memory
10.1162/neco.1997.9.8.1735 · 1997 · External reference
10.3115/v1/d14-1179
10.3115/v1/d14-1179 · External reference
Unresolved reference
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Unresolved reference
External reference
10.20944/preprints202408.0748.v1
10.20944/preprints202408.0748.v1 · External reference
Unresolved reference
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10.5220/0010502000810086
10.5220/0010502000810086 · External reference
Unresolved reference
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Unresolved reference
External reference
ReLU Function and Derived Function Review
10.1051/shsconf/202214402006 · 2022 · External reference
Unresolved reference
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Unresolved reference
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Scikit-Learn: Machine Learning in Python
2011 · External reference
10.1109/ictacs62700.2024.10840719
10.1109/ictacs62700.2024.10840719 · External reference
Unresolved reference
External reference
Prediction of Dynamic and Structural Responses of Submerged Floating Tunnel Using Artificial Neural Network and Minimum Sensors
10.1016/j.oceaneng.2021.110402 · 2022 · External reference
10.2172/759438
10.2172/759438 · External reference
Real-Time Estimation of Riser’s Deformed Shape Using Inclinometers and Extended Kalman Filter
10.1016/j.marstruc.2021.102933 · 2021 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
Mooring Tension Estimation for Multi-Connected Floating Photovoltaic Arrays via LSTM Networks
10.1016/j.advengsoft.2025.104037 · ExternalCitation · doi-reference
Structural Health Monitoring for TLP-FOWT (Floating Offshore Wind Turbine) Tendon Using Sensors
10.1016/j.apor.2021.102740 · ExternalCitation · doi-reference
Real-Time Prediction of Mooring Tension for Semi-Submersible Platforms
10.1016/j.apor.2024.103967 · ExternalCitation · doi-reference
Design Considerations for Tension Leg Platform Wind Turbines
10.1016/j.marstruc.2012.09.001 · ExternalCitation · doi-reference
Stochastic Dynamic Load Effect and Fatigue Damage Analysis of Drivetrains in Land-Based and TLP, Spar and Semi-Submersible Floating Wind Turbines
10.1016/j.marstruc.2015.03.006 · ExternalCitation · doi-reference
Real-Time Estimation of Riser’s Deformed Shape Using Inclinometers and Extended Kalman Filter
10.1016/j.marstruc.2021.102933 · ExternalCitation · doi-reference
Tendon Fatigue Analysis of Tension Leg Platform Using a New Time-Domain Quasi-Dynamic Method
10.1016/j.marstruc.2024.103701 · ExternalCitation · doi-reference
A Deep Learning Model for Predicting Mechanical Behaviors of Dynamic Power Cable of Offshore Floating Wind Turbine
10.1016/j.marstruc.2024.103705 · ExternalCitation · doi-reference
Impact of Hull Flexibility on the Global Performance of a 15 MW Concrete-Spar Floating Offshore Wind Turbine
10.1016/j.marstruc.2024.103724 · ExternalCitation · doi-reference
Time-Domain Simulation, Fatigue and Extreme Responses for a Fully Flexible TLP Floating Wind Turbine
10.1016/j.marstruc.2025.103778 · ExternalCitation · doi-reference
Short-Term Forecast of Mooring Tension for Offshore Floating Photovoltaic Platform under Coupled Wind–Wave–Current Conditions Using an Enhanced Loss Function in the SAM-Bi-LSTM
10.1016/j.marstruc.2026.104047 · ExternalCitation · doi-reference
Detection of Damaged Mooring Line Based on Deep Neural Networks
10.1016/j.oceaneng.2020.107522 · ExternalCitation · doi-reference
Damage Detection of Catenary Mooring Line Based on Recurrent Neural Networks
10.1016/j.oceaneng.2021.108898 · ExternalCitation · doi-reference
Real-Time Trace of Riser Profile and Stress with Numerical Inclinometers
10.1016/j.oceaneng.2021.109292 · ExternalCitation · doi-reference
Prediction of Dynamic and Structural Responses of Submerged Floating Tunnel Using Artificial Neural Network and Minimum Sensors
10.1016/j.oceaneng.2021.110402 · ExternalCitation · doi-reference
Estimation of Unmeasured Structural Responses of Submerged Floating Tunnels Using Pattern Model Trained via Long Short-Term Memory
10.1016/j.oceaneng.2023.114284 · ExternalCitation · doi-reference
Short-Term Motion Prediction of Floating Offshore Wind Turbine Based on Multi-Input LSTM Neural Network
10.1016/j.oceaneng.2023.114558 · ExternalCitation · doi-reference
Design Strategy for Resonance Avoidance to Improve the Performance of Tension Leg Platform-Type Floating Offshore Wind Turbines
10.1016/j.oceaneng.2024.118080 · ExternalCitation · doi-reference
The Motion Forecasting Study of Floating Offshore Wind Turbine Using Self-Attention Long Short-Term Memory Method
10.1016/j.oceaneng.2024.118709 · ExternalCitation · doi-reference
Wave-Induced Motion Prediction of a Deepwater Floating Offshore Wind Turbine Platform Based on Bi-LSTM
10.1016/j.oceaneng.2024.119836 · ExternalCitation · doi-reference
Estimation of Wave-Induced Full-Field Internal Forces in Submerged Floating Tunnels Using LSTM Network with Finite Impulse Response Filter and Modal Approach
10.1016/j.oceaneng.2025.121442 · ExternalCitation · doi-reference
Interpretable Prediction of Floating Offshore Wind Turbine Dynamic Responses: An Attention-Based Deep Learning Approach
10.1016/j.oceaneng.2025.121703 · ExternalCitation · doi-reference
Study on Dynamic Behavior of 15 MW TLP FOWT under Earthquake and Mooring Line Broken
10.1016/j.oceaneng.2025.122430 · ExternalCitation · doi-reference
Short-Term Prediction of Mooring Tension for Floating Breakwater Based on the LSTM-ASSA-Transformer Method
10.1016/j.oceaneng.2025.123087 · ExternalCitation · doi-reference
Mooring Tension Prediction of Floating Offshore Wind Turbines Using End-to-End Convolutional Neural Network Models with Attention Mechanisms
10.1016/j.oceaneng.2025.123939 · ExternalCitation · doi-reference
A Hybrid Prediction Model for Deep-Water Semi-Submersible Platforms Motion Based on Transformer
10.1016/j.oceaneng.2025.124039 · ExternalCitation · doi-reference
Prediction of FOWT Mooring Tension during Non-Stationary Typhoon Transit: A Transformer-Based Framework with Bayesian Optimization
10.1016/j.oceaneng.2026.124758 · ExternalCitation · doi-reference
Sequence-Based Modeling of Deep Learning with LSTM and GRU Networks for Structural Damage Detection of Floating Offshore Wind Turbine Blades
10.1016/j.renene.2021.04.025 · ExternalCitation · doi-reference
ReLU Function and Derived Function Review
10.1051/shsconf/202214402006 · ExternalCitation · doi-reference
10.1109/ictacs62700.2024.10840719
10.1109/ictacs62700.2024.10840719 · ExternalCitation · doi-reference
Communication in the Presence of Noise
10.1109/jrproc.1949.232969 · ExternalCitation · doi-reference
Long Short-Term Memory
10.1162/neco.1997.9.8.1735 · ExternalCitation · doi-reference
10.20944/preprints202408.0748.v1
10.20944/preprints202408.0748.v1 · ExternalCitation · doi-reference
10.2172/759438
10.2172/759438 · ExternalCitation · doi-reference
10.3115/v1/d14-1179
10.3115/v1/d14-1179 · ExternalCitation · doi-reference
10.3390/jmse10010028
10.3390/jmse10010028 · ExternalCitation · doi-reference
10.3390/jmse10121994
10.3390/jmse10121994 · ExternalCitation · doi-reference
10.3390/jmse12050796
10.3390/jmse12050796 · ExternalCitation · doi-reference
10.3390/jmse12111939
10.3390/jmse12111939 · ExternalCitation · doi-reference
10.5220/0010502000810086
10.5220/0010502000810086 · ExternalCitation · doi-reference
