Search Results for author: Xiaoxian Guo

Found 3 papers, 1 papers with code

Development of a Hybrid Simulation and Experiment Test Platform for Dynamic Positioning Vessels

no code implementations23 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.

Probabilistic prediction of the heave motions of a semi-submersible by a deep learning problem model

1 code implementation9 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.

Motion Compensation motion prediction +2

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