Barbosa et al., 2025 - Google Patents
Using Convolutional Neural Networks in Installation Analysis of Lazy-Wave Flexible RisersBarbosa et al., 2025
- Document ID
- 2826018881482911395
- Author
- Barbosa F
- Gonzalez G
- Sagrilo L
- Publication year
- Publication venue
- Journal of Offshore Mechanics and Arctic Engineering
External Links
Snippet
The design phase of offshore installation projects is supported by numerical simulations. These analyses aim to evaluate the mechanical behavior of the equipment involved, such as vessels and flexible pipes, during that operation. Therefore, a common approach is to take …
- 238000013527 convolutional neural network 0 title abstract description 94
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06N—COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
- G06N3/00—Computer systems based on biological models
- G06N3/02—Computer systems based on biological models using neural network models
- G06N3/08—Learning methods
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING; COUNTING
- G06F—ELECTRICAL DIGITAL DATA PROCESSING
- G06F17/00—Digital computing or data processing equipment or methods, specially adapted for specific functions
- G06F17/50—Computer-aided design
- G06F17/5009—Computer-aided design using simulation
Similar Documents
Publication | Publication Date | Title |
---|---|---|
Pezeshki et al. | State of the art in structural health monitoring of offshore and marine structures | |
Li et al. | Design optimization of mooring system: An application to a vessel-shaped offshore fish farm | |
Abaei et al. | Reliability assessment of marine floating structures using Bayesian network | |
Ja'e et al. | Optimisation of mooring line parameters for offshore floating structures: A review paper | |
Saad et al. | Using neural network approaches to detect mooring line failure | |
de Pina et al. | Artificial Neural Networks for the analysis of spread mooring configurations for floating production systems | |
de Pina et al. | ANN and wavelet network meta-models for the coupled analysis of floating production systems | |
Mao et al. | A DNN-based approach to predict dynamic mooring tensions for semi-submersible platform under a mooring line failure condition | |
da Fonseca Monteiro et al. | Optimization of mooring systems in the context of an integrated design methodology | |
Wu et al. | Optimization design on the riser system of next generation subsea production system with the assistance of DOE and surrogate model techniques | |
Cao et al. | Deep neural operators can predict the real-time response of floating offshore structures under irregular waves | |
Sundararaman et al. | Data driven virtual sensors for riser prognostic integrity management | |
Yan et al. | Time series prediction based on LSTM neural network for top tension response of umbilical cables | |
da Silva et al. | Applied deep learning for slender marine structure dynamic analysis | |
Mentes et al. | An application of soft computing techniques to predict dynamic behaviour of mooring systems | |
Park et al. | ANN-based prediction models for green water events around a FPSO in irregular waves | |
Mao et al. | A novel mooring system anomaly detection framework for SEMI based on improved residual network with attention mechanism and feature fusion | |
CN110826290B (en) | Safety early warning method for offshore floating system | |
Ham et al. | Dynamic effect of a flexible riser in a fully connected semisubmersible drilling rig using the absolute nodal coordinate formulation | |
Barbosa et al. | Using Convolutional Neural Networks in Installation Analysis of Lazy-Wave Flexible Risers | |
Mujeeb-Ahmed et al. | Effect of mooring line layout on the loads of ship-shaped offshore installations | |
Hansen et al. | Guidelines on coupled analyses of deepwater floating systems | |
Zhang et al. | Dynamic and structural analyses of floating dock operations considering dock-vessel coupling loads | |
Liu et al. | Numerical study of swell impact on seakeeping performance of surface combatant | |
Høiland | Dynamic analysis of a vessel-shaped fish farm for open sea |