[HTML][HTML] A data-driven long-term metocean data forecasting approach for the design of marine renewable energy systems
Abstract The potential of Marine Renewable Energy (MRE) systems is usually evaluated
based on recent metocean data and assuming the stationarity of the MRE resource. Yet …
based on recent metocean data and assuming the stationarity of the MRE resource. Yet …
Ocean wind and wave measurements using X-band marine radar: A comprehensive review
Ocean wind and wave parameters can be measured by in-situ sensors such as
anemometers and buoys. Since the 1980s, X-band marine radar has evolved as one of the …
anemometers and buoys. Since the 1980s, X-band marine radar has evolved as one of the …
Dynamic ensemble deep echo state network for significant wave height forecasting
Forecasts of the wave heights can assist in the data-driven control of wave energy systems.
However, the dynamic properties and extreme fluctuations of the historical observations …
However, the dynamic properties and extreme fluctuations of the historical observations …
[HTML][HTML] Real-time digital twin for ship operation in waves
This paper introduces a real-time digital twin for ship operations in seaways. The concept of
the digital twin is becoming popular, and it is adopted for ship operation systems in this …
the digital twin is becoming popular, and it is adopted for ship operation systems in this …
Application of machine learning in ocean data
R Lou, Z Lv, S Dang, T Su, X Li - Multimedia Systems, 2023 - Springer
In recent years, machine learning has become a hot research method in various fields and
has been applied to every aspect of our life, providing an intelligent solution to problems that …
has been applied to every aspect of our life, providing an intelligent solution to problems that …
A novel hybrid model based on STL decomposition and one-dimensional convolutional neural networks with positional encoding for significant wave height forecast
S Yang, Z Deng, X Li, C Zheng, L Xi, J Zhuang… - Renewable Energy, 2021 - Elsevier
Reducing the dependence on fossil fuels and utilizing the renewable energy have become
essential due to the global resource exhaustion and unfriendly environmental impact from …
essential due to the global resource exhaustion and unfriendly environmental impact from …
Ocean remote sensing techniques and applications: A review (part i)
Oceans cover over 70% of the Earth's surface and provide numerous services to humans
and the environment. Therefore, it is crucial to monitor these valuable assets using …
and the environment. Therefore, it is crucial to monitor these valuable assets using …
Short-term probabilistic prediction of significant wave height using bayesian model averaging: Case study of chabahar port, Iran
Accurate predictions of significant wave heights are important for a number of maritime
applications, such as design of coastal and offshore structures. In the present study, an …
applications, such as design of coastal and offshore structures. In the present study, an …
Regional ocean wave height prediction using sequential learning neural networks
R Savitha, A Al Mamun - Ocean Engineering, 2017 - Elsevier
Wave height prediction is a critical factor in the efficient operation of many offshore and
coastal engineering activities. The classical numerical solutions to this problem, based on …
coastal engineering activities. The classical numerical solutions to this problem, based on …
Ocean wave height prediction using ensemble of extreme learning machine
The intense increase in offshore operational activities warrants periodical and accurate
prediction of the wave characteristics. Usually, complex numerical models that require high …
prediction of the wave characteristics. Usually, complex numerical models that require high …