A review of large-scale model at-sea measurements for ship hydrodynamics and structural loads

J Jiao, H Ren, CG Soares - Ocean Engineering, 2021 - Elsevier
This paper reviews the state-of-the-art research progress of large-scale model at-sea
measurements in relation to ship resistance, propulsion, manoeuvrability, seakeeping and …

Hydrodynamic performance of a rim-driven thruster improved with gap geometry adjustment

J Lin, HD Yao, C Wang, Y Su… - Engineering Applications of …, 2023 - Taylor & Francis
The hubless rim-driven thruster (RDT) has become increasingly interesting for ship
propulsion. Gap flow has been proven as the main feature of RDT that cannot be simply …

Intelligent ship anti-rolling control system based on a deep deterministic policy gradient algorithm and the Magnus effect

J Lin, Y Han, C Guo, Y Su, R Zhong - Physics of fluids, 2022 - pubs.aip.org
Anti-rolling devices are widely used in modern shipboard components. In particular, ship
anti-rolling control systems are developed to achieve a wide range of ship speeds and …

Shape optimization and hydrodynamic simulation of a Magnus anti-rolling device based on fully parametric modeling

J Lin, HD Yao, Y Han, Y Su, C Zhang - Physics of Fluids, 2023 - pubs.aip.org
Ship anti-rolling devices are an essential component of modern vessels. The core
component of the Magnus effect-based ship anti-rolling device is a rotating cylinder …

Real-time ship motion prediction based on adaptive wavelet transform and dynamic neural network

N Gao, A Hu, L Hou, X Chang - Ocean Engineering, 2023 - Elsevier
Ship motion attitude is the time series data with highly nonlinear and non-stationary
characteristics significantly affected by environmental factors. To accurately predict the ship …

Deterministic ship roll forecasting model based on multi-objective data fusion and multi-layer error correction

Y Wei, Z Chen, C Zhao, X Chen - Applied Soft Computing, 2023 - Elsevier
With the increasing frequency of international shipping and marine resources development
activities, ship motion prediction plays an increasingly important role in ensuring the safety …

Short-term prediction in vessel heave motion based on improved LSTM model

G Tang, J Lei, C Shao, X Hu, W Cao, S Men - IEEE Access, 2021 - ieeexplore.ieee.org
In order to solve the problem of control performance degradation caused by time delay in
wave compensation control system, predicting vessel heave motion can be the input vector …

Hydrodynamic simulation for evaluating Magnus anti-rolling devices with varying angles of attack

J Lin, C Guo, D Zhao, Y Han, Y Su - Ocean Engineering, 2022 - Elsevier
The effective operation of anti-rolling devices is important for ensuring ship safety, comfort,
combat capability, and performance. Stabilizers based on the principle of the Magnus effect …

[HTML][HTML] Short-term ship roll motion prediction using the encoder–decoder Bi-LSTM with teacher forcing

S Li, T Wang, G Li, R Skulstad, H Zhang - Ocean Engineering, 2024 - Elsevier
The safety of maritime operations has become a paramount concern with the advancement
of intelligent ships. Ship stability and safety are directly impacted by roll motion, making the …

Prediction of waterway cargo transportation volume to support maritime transportation systems based on GA-BP neural network optimization

G Jin, W Feng, Q Meng - Sustainability, 2022 - mdpi.com
Water transportation is an important part of comprehensive transportation and plays a critical
role in a country's economic development. The world's cargo transportation is dominated by …