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What is Wave Height and Period Prediction Model about?

This study presents a hybrid prediction model for significant wave height (SWH) and average wave period (APD) using variational mode decomposition (VMD), temporal convolutional networks (TCN), and long short-term memory (LSTM) networks. The VMD–TCN–LSTM model demonstrates superior performance compared to traditional methods and other neural network models in forecasting wave parameters, particularly over longer prediction periods. The research utilizes buoy data from the National Data Buoy Center to validat

Author

gaolifeng974

Language

EN