no code implementations • 23 Oct 2022 • Changjun Hu, Quan Shi, Xin Li, Xiaoxian Guo
The test platform can test the performance of DP system and determine the operational time window.
1 code implementation • 9 Oct 2021 • Xiaoxian Guo, Xiantao Zhang, Xinliang Tian, Wenyue Lu, Xin Li
In this study, we extend a deep learning (DL) model, which could predict the heave and surge motions of a floating semi-submersible 20 to 50 seconds ahead with good accuracy, to quantify its uncertainty of the predictive time series with the help of the dropout technique.
no code implementations • 31 Jul 2020 • Xiaoxian Guo, Xiantao Zhang, Xinliang Tian, Xin Li, Wenyue Lu
With the help of measured waves, the prediction extended 46. 5 s into future with an average accuracy close to 90%.