scholarly journals Short-term ship motion attitude prediction based on LSTM and GPR

2021 ◽  
pp. 102927
Author(s):  
Qian Sun ◽  
Zhong Tang ◽  
Jingpeng Gao ◽  
Guochang Zhang
2015 ◽  
Vol 16 (7) ◽  
pp. 562-576 ◽  
Author(s):  
Wen-yang Duan ◽  
Li-min Huang ◽  
Yang Han ◽  
Ya-hui Zhang ◽  
Shuo Huang

Author(s):  
Peter Naaijen ◽  
Rene´ Huijsmans

This paper presents results of a validation study into a linear short term wave and ship motion prediction model for long crested waves. Model experiments have been carried out during which wave elevations were measured at various distances down stream of the wave maker simultaneously. Comparison between predicted and measured wave elevation are presented for 6 different wave conditions. The theoretical relation between spectral content of an irregular long crested wave system and optimal prediction distance for a desired prediction time is explained and validated. It appears that predictions can be extended further into the future than expected based on this theoretical relation.


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