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A novel hybrid model based on STL decomposition and one-dimensional convolutional neural networks with positional encoding for significant wave height forecast

Shaobo Yang, Zegui Deng, Xingfei Li, Chongwei Zheng, Lintong Xi, Jucheng Zhuang, Zhenquan Zhang, Zhiyou Zhang

2021Renewable Energy121 citationsDOI

Topics & Concepts

BuoyConvolutional neural networkComputer scienceArtificial neural networkEncoding (memory)Artificial intelligenceRenewable energyDeep learningMeteorologyAlgorithmMarine engineeringEngineeringElectrical engineeringPhysicsHydrological Forecasting Using AIOcean Waves and Remote SensingEnergy Load and Power Forecasting
A novel hybrid model based on STL decomposition and one-dimensional convolutional neural networks with positional encoding for significant wave height forecast | Litcius