Ship Roll Prediction Algorithm Based on Bi-LSTM-TPA Combined Model

Ship Roll Prediction Algorithm Based on Bi-LSTM-TPA Combined Model

When ships sail on the sea, the changes of ship motion attitude presents the characteristics of nonlinearity and high randomness. Aiming at the problem of low accuracy of ship roll angle prediction by traditional prediction algorithms and single neural network model, a ship roll angle prediction met...

Full description

Bibliographic Details
Main Authors: Yuchao Wang, Hui Wang, Dexin Zou, Huixuan Fu
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Journal of Marine Science and Engineering
Subjects:
ship roll angle
bidirectional long short-term memory (Bi-LSTM)
ship motion attitude prediction
attention mechanism
convolution neural network
Online Access:https://www.mdpi.com/2077-1312/9/4/387

Internet

https://www.mdpi.com/2077-1312/9/4/387

Similar Items