State of the art in structural health monitoring of offshore and marine structures
This paper deals with state of the art in structural health monitoring (SHM) methods in
offshore and marine structures. Most SHM methods have been developed for onshore …
offshore and marine structures. Most SHM methods have been developed for onshore …
Machine learning solutions for offshore wind farms: A review of applications and impacts
M Masoumi - Journal of Marine Science and Engineering, 2023 - mdpi.com
The continuous advancement within the offshore wind energy industry is propelled by the
imperatives of renewable energy generation, climate change policies, and the zero …
imperatives of renewable energy generation, climate change policies, and the zero …
A simulation technique for monitoring the real-time stress responses of various mooring configurations for offshore floating wind turbines
The concept of monitoring mooring stress response in real-time is not new, but its direct
implementation in offshore wind energy activities is still a challenge. The study aims to …
implementation in offshore wind energy activities is still a challenge. The study aims to …
[HTML][HTML] Fatigue damage prediction of top tensioned riser subjected to vortex-induced vibrations using artificial neural networks
Several marine structures are subjected to critical loads resulting in their fatigue failure.
Among these structures, the riser is an essential component that transports the …
Among these structures, the riser is an essential component that transports the …
Corroded pipeline failure analysis using artificial neural network scheme
Corrosion defects occur very often on the internal and external surfaces of pipelines, which
may result in a serious threat to the integrity of the pipelines. Numerous studies investigated …
may result in a serious threat to the integrity of the pipelines. Numerous studies investigated …
Study on mooring design of 15 MW floating wind turbines in South China Sea
Wind turbines and floating platform upsizing are major trends in the current offshore wind
development. However, harsh environmental conditions increase the risk of anchor …
development. However, harsh environmental conditions increase the risk of anchor …
Deep gated recurrent unit networks for time-domain long-term fatigue analysis of mooring lines considering wave directionality
Y Xie, H Tang, YM Low - Ocean Engineering, 2023 - Elsevier
Mooring lines are a crucial component of offshore mooring systems, and long-term fatigue
damage assessment is a challenging task in mooring line design and structural health …
damage assessment is a challenging task in mooring line design and structural health …
Data-driven modeling of multiaxial fatigue in frequency domain
A data-driven approach to modeling multiaxial fatigue in frequency domain is proposed. The
paper presents a methodology through which models can be built to predict fatigue damage …
paper presents a methodology through which models can be built to predict fatigue damage …
[HTML][HTML] Diagnosis of the health status of mooring systems for floating offshore wind turbines using autoencoders
Floating offshore wind turbines (FOWTs) show promise in terms of energy production,
availability, and sustainability, but remain unprofitable due to high maintenance costs. This …
availability, and sustainability, but remain unprofitable due to high maintenance costs. This …
Efficient fatigue damage estimation of offshore wind turbine foundation under wind-wave actions
In this research, four surrogate models appropriate for nonlinear relationship prediction
including the Least Squares Support Vector Regression (LSSVR), the Kriging model, the …
including the Least Squares Support Vector Regression (LSSVR), the Kriging model, the …