Xiao Lang
Showing 41 publications
A machine learning method for the recognition of ship behavior using AIS data
A spatial-temporal attention method for the prediction of multi ship time headways using AIS data
Optimization of Controllable-Pitch Propeller Operations for Yangtze River Sailing Ships
Data-driven ship typical operational conditions: A benchmark tool for assessing ship emissions
A Dynamics-Constrained Rapid Path-Planning Method for Shipping in Arctic Waters
Physics-informed machine learning models for ship speed prediction
Energy management system for hybrid ship: Status and perspectives
Physics-guided metamodel for vertical bending-induced fatigue damage monitoring in container vessels
Statistical Modeling of Arctic Sea Ice Concentrations for Northern Sea Route Shipping
Data-driven Ship Performance Models - - Emphasis on Energy Efficiency and Fatigue Safety
Power allocation influence on energy consumption of a double-ended ferry
The Ext-3DJPS algorithm for ship path planning in the Arctic
Study on the annual changing trend of Arctic Sea ice melting for mechant shipping
Data-driven ship fatigue assessment based on pitch and heave motions
A Machine Learning Ship's Speed Prediction Model and Sailing Time Control Strategy
Review of Different Propulsion Methods for Hybrid-Electric Propulsion Ship
VAE Based Non-Autoregressive Transformer Model for Sea Ice Concentration Forecast
Comparison of supervised machine learning methods to predict ship propulsion power at sea
A Machine Learning Ship’s Speed Over Ground Prediction Model and Sailing Time Control Strategy
Mechanical reliability analysis of flexible power cables for marine energy
Development of speed-power performance models for ship voyage optimization
Benchmark Study of Supervised Machine Learning Methods for a Ship’s Speed-Power Prediction at Sea
A Practical Speed Loss Prediction Model at Arbitrary Wave Heading for Ship Voyage Optimization
Voyage optimization combining genetic algorithm and dynamic programming for fuel/emissions reduction
Mechanical reliability of flexible power cables for marine energy
A Statistical Arima Model to Predict Arctic Environment for NSR Shipping
Impact of ship operations aided by voyage optimization on a ship’s fatigue assessment
An integrated risk assessment model for safe Arctic navigation
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Showing 7 research projects
Potential Impacts of Wind Farms on Shipping in the Bay of Bothnia
PIANO - Physics Informed Machine Learning Architecture for Optimal Auxiliary Wind Propulsion
Hydropower operation and lifetime analysis
Machine learning for optimization of pump operation under transients in hydraulic turbine rigs
AI-enhanced energy efficiency measures for optimal ship operations to reduce GHG emissions
How do you realize the most energy-efficient ship trip in practice?
EcoSail - Eco-friendly and customer-driven Sail plan optimisation service