Wind-generated wave energy is a renewable energy source that exhibits a huge potential
for sustainable growth. The design and deployment of wave energy converters at a given …

Accurate wave forecasts provide vital safety guarantees for marine operations of ships. The
difficulty in the study of ocean wave forecasting is that ocean waves have non-linear and …

Developing an accurate and reliable multi-step ahead prediction model is a key problem in
many Prognostics and Health Management (PHM) applications. Inevitably, the further one …

Short-term prediction of ocean waves is critical in oceanic operation-related activities.
Statistical models have advantages in short-term wave prediction as complex phenomena …

Highlights The application of different types of RNA is very effective in the energy transition.
ANNs are a very effective/useful tool in the fight against climate change. High capacity of …

Significant wave height forecasting is an important aspect of many ocean related
engineering and scientific phenomena. However, due to the complicated and chaotic nature …

The extreme values of high tides are generally caused by a combination of astronomical and
meteorological causes, as well as by the conformation of the sea basin. One place where …

Hindcasting of wave parameters is necessary for many applications in coastal and offshore
engineering and is generally made with the help of sophisticated numerical models. This …

Currently, the methods of wave prediction based on deep learning theory primarily focus on
single-point wave prediction; however, two-dimensional (2-D) wave field prediction can help …

In this study, the performances of classification and regression trees for the prediction of
significant wave heights were investigated. The data set used in this study is comprised of 5 …