ARTMAP artificial neural networks with fuzzy logic. Their application to study the wave conditions at Sines port, Portugal

Abstract

The forecast of sea waves has been analyzed, in the literature, using various methodologies. Currently, there are a number of techniques that have shown satisfactory results, which are based on empirical formulations, numerical and physical modeling. However, there is still a large gap for research in the use of numerical modeling, especially when the models employed become very complex or with a large amount of variables. Thus, the scope of this work is to present a neural network system of the ART (Adaptive Resonance Theory) type with Fuzzy Logic techniques to determine wave conditions at the Portuguese coast (Sines Port).