Xiao Lang

Postdoc at Fluid Dynamics

Source: chalmers.se
Image of Xiao Lang

Showing 37 publications

2024

Optimization of Controllable-Pitch Propeller Operations for Yangtze River Sailing Ships

Wuliu Tian, Xiao Lang, Chi Zhang et al
Journal of Marine Science and Engineering. Vol. 12 (9)
Journal article
2024

A machine learning based Bayesian decision support system for efficient navigation of double-ended ferries

Daniel Vergara, Martin Alexandersson, Xiao Lang et al
Journal of Ocean Engineering and Science. Vol. 9 (6), p. 605-615
Journal article
2024

A spatial-temporal attention method for the prediction of multi ship time headways using AIS data

Quandang Ma, Xu Du, Mingyang Zhang et al
Ocean Engineering. Vol. 311
Journal article
2024

Data-driven ship typical operational conditions: A benchmark tool for assessing ship emissions

Ailong Fan, Xuelong Fan, Mingyang Zhang et al
Journal of Cleaner Production. Vol. 483
Journal article
2024

A Dynamics-Constrained Rapid Path-Planning Method for Shipping in Arctic Waters

Youguo Sun, Da Wu, Jinfen Zhang et al
Proceedings of the International Offshore and Polar Engineering Conference. Vol. 1, p. 2135-2140
Paper in proceeding
2024

An Indirect Measurement Methodology to Identify Fatigue Damage in The Structure of a 2800TEU Container Ship

Xiao Lang, Mingyang Zhang, Da Wu et al
Proceedings of the International Conference on Offshore Mechanics and Arctic Engineering - OMAE. Vol. Volume 2: Structures, Safety, and Reliability
Paper in proceeding
2024

Energy management system for hybrid ship: Status and perspectives

Xiaodong Guo, Xiao Lang, Yupeng Yuan et al
Ocean Engineering. Vol. 310
Review article
2024

Physics-informed machine learning models for ship speed prediction

Xiao Lang, Da Wu, Wengang Mao
Expert Systems with Applications. Vol. 238
Journal article
2024

Physics-guided metamodel for vertical bending-induced fatigue damage monitoring in container vessels

Xiao Lang, Mingyang Zhang, Chi Zhang et al
Ocean Engineering. Vol. 312
Journal article
2024

Analysis of hydropower plant guide bearing vibrations by machine learning based identification of steady operations

Xiao Lang, Håkan Nilsson, Wengang Mao
Renewable Energy. Vol. 236
Journal article
2023

Statistical Modeling of Arctic Sea Ice Concentrations for Northern Sea Route Shipping

Da Wu, Wuliu Tian, Xiao Lang et al
Applied Sciences (Switzerland). Vol. 13 (7)
Journal article
2023

Fatigue assessment comparison between a ship motion-based data-driven model and a direct fatigue calculation method

Xiao Lang, Da wu, Wuliu Tian et al
Journal of Marine Science and Engineering. Vol. 11 (12), p. 1-16
Journal article
2023

The Ext-3DJPS algorithm for ship path planning in the Arctic

Youguo Sun, Da Wu, Jonas Ringsberg et al
Other conference contribution
2023

Study on the annual changing trend of Arctic Sea ice melting for mechant shipping

Zhikang Wang, Jinfen Zhang, Da wu et al
Advances in the Analysis and Design of Marine Structures - Proceedings of the 9th International Conference on Marine Structures, MARSTRUCT 2023, p. 605-612
Paper in proceeding
2023

Power allocation influence on energy consumption of a double-ended ferry

Daniel Vergara, Martin Alexandersson, Xiao Lang et al
Proceedings of the International Offshore and Polar Engineering Conference
Paper in proceeding
2023

Data-driven ship fatigue assessment based on pitch and heave motions

Xiao Lang, Jonas Ringsberg, Wengang Mao et al
Advances in the Analysis and Design of Marine Structures - Proceedings of the 9th International Conference on Marine Structures (MARSTRUCT 2023), p. 95-103
Paper in proceeding
2022

Review of Different Propulsion Methods for Hybrid-Electric Propulsion Ship

Shuo Zang, Xiao Lang, Wengang Mao et al
Proceedings of the International Offshore and Polar Engineering Conference, p. 3727-3733
Paper in proceeding
2022

VAE Based Non-Autoregressive Transformer Model for Sea Ice Concentration Forecast

Da Wu, Xiao Lang, Wengang Mao et al
Proceedings of the International Offshore and Polar Engineering Conference
Paper in proceeding
2022

A Machine Learning Ship's Speed Prediction Model and Sailing Time Control Strategy

Xiao Lang, Da Wu, Wengang Mao
Proceedings of the International Offshore and Polar Engineering Conference, p. 3598-3605
Paper in proceeding
2022

A Machine Learning Ship’s Speed Over Ground Prediction Model and Sailing Time Control Strategy

Xiao Lang, Da Wu, Wengang Mao
International Journal of Offshore and Polar Engineering. Vol. 32 (4), p. 386-393
Journal article
2022

Comparison of supervised machine learning methods to predict ship propulsion power at sea

Xiao Lang, Da Wu, Wengang Mao
Ocean Engineering. Vol. 245
Journal article
2022

Mechanical reliability analysis of flexible power cables for marine energy

Pär Johannesson, Xiao Lang, Erland Johnson et al
Journal of Marine Science and Engineering. Vol. 10 (6), p. 1-
Journal article
2021

Benchmark Study of Supervised Machine Learning Methods for a Ship’s Speed-Power Prediction at Sea

Xiao Lang, Da Wu, Wengang Mao
Proceedings of the International Conference on Offshore Mechanics and Arctic Engineering - OMAE. Vol. 6
Paper in proceeding
2021

Voyage optimization combining genetic algorithm and dynamic programming for fuel/emissions reduction

Helong Wang, Xiao Lang, Wengang Mao
Transportation Research Part D: Transport and Environment. Vol. 90
Journal article
2021

A Practical Speed Loss Prediction Model at Arbitrary Wave Heading for Ship Voyage Optimization

Xiao Lang, Wengang Mao
Journal of Marine Science and Application. Vol. 20 (3), p. 410-425
Journal article
2021

Mooring forces in a floating point-absorbing WEC system – a comparison between full-scale measurements and numerical simulations

Jonas Ringsberg, Shun-Han Yang, Xiao Lang et al
Ships and Offshore Structures. Vol. 15 (S1), p. S70-S81
Journal article
2021

Mechanical reliability of flexible power cables for marine energy

P. Johannesson, Xiao Lang, Shun-Han Yang et al
Proceedings of the European Wave and Tidal Energy Conference, p. 2146-1-2146-10
Paper in proceeding
2021

A Statistical Arima Model to Predict Arctic Environment for NSR Shipping

Da Wu, Xiao Lang, Di Zhang et al
Proceedings of the International Conference on Offshore Mechanics and Arctic Engineering - OMAE. Vol. 7
Paper in proceeding
2021

Impact of ship operations aided by voyage optimization on a ship’s fatigue assessment

Xiao Lang, Helong Wang, Wengang Mao et al
Journal of Marine Science and Technology. Vol. 26 (3), p. 750-771
Journal article
2020

Effectiveness of 2D optimization algorithms considering voluntary speed reduction under uncertain metocean conditions

Helong Wang, Xiao Lang, Wengang Mao et al
Ocean Engineering. Vol. 200
Journal article
2020

A Simplified Ship Wave Induced Added Resistance Calculation Method and Full-scale Measurements Validation in Head Sea

Xiao Lang, Wengang Mao
Proceedings of the International Offshore and Polar Engineering Conference. Vol. 2020-October, p. 3394-3402
Paper in proceeding
2020

An integrated risk assessment model for safe Arctic navigation

Chi Zhang, Di Zhang, Mingyang Zhang et al
Transportation Research Part A: Policy and Practice. Vol. 142, p. 101-114
Journal article
2019

Comparison between full-scale measurements and numerical simulations of mooring forces in a floating point-absorbing wec system

Xiao Lang, Shun-Han Yang, Jonas Ringsberg et al
Advances in Renewable Energies Offshore - Proceedings of the 3rd International Conference on Renewable Energies Offshore, RENEW 2018, p. 865-873
Paper in proceeding
2019

Comparison between Full-scale Measurements and Theoretical Fuel Consumption Model in a Real Arctic Ship Navigation

Xiao Lang, Chi Zhang, Lars Jonasson et al
Proceedings of the International Offshore and Polar Engineering Conference. Vol. 1, p. 886-892
Paper in proceeding

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Showing 6 research projects

2024–2027

PIANO - Physics Informed Machine Learning Architecture for Optimal Auxiliary Wind Propulsion

Wengang Mao Marine Technology
Xiao Lang Fluid Dynamics
Swedish Transport Administration

2023–2027

Hydropower operation and lifetime analysis

Håkan Nilsson Fluid Dynamics
Rickard Bensow Marine Technology
Wengang Mao Marine Technology
Saeed Salehi Fluid Dynamics
Yujing Liu Electrical Machines and Power Electronics
Xiao Lang Marine Technology
Martina Nobilo Fluid Dynamics
Swedish Energy Agency
Energiforsk AB

1 publication exists
2021–2022

Machine learning for optimization of pump operation under transients in hydraulic turbine rigs

Håkan Nilsson Fluid Dynamics
Xiao Lang Marine Technology
Wengang Mao Marine Technology
Swedish Energy Agency

2021–2024

AI-enhanced energy efficiency measures for optimal ship operations to reduce GHG emissions

Wengang Mao Marine Technology
Xiao Lang Marine Technology
Daniel Vergara Marine Technology
VINNOVA

7 publications exist
2020–2022

How do you realize the most energy-efficient ship trip in practice?

Wengang Mao Marine Technology
Xiao Lang Marine Technology
Swedish Transport Administration

3 publications exist
2018–2021

EcoSail - Eco-friendly and customer-driven Sail plan optimisation service

Wengang Mao Marine Technology
Yufang Ye Microwave and Optical Remote Sensing
Anis Elyouncha Microwave and Optical Remote Sensing
Leif Eriksson Microwave and Optical Remote Sensing
Xiao Lang Marine Technology
Erik Larsson Microwave and Optical Remote Sensing
Helong Wang Marine Technology
European Commission (EC)

9 publications exist
There might be more projects where Xiao Lang participates, but you have to be logged in as a Chalmers employee to see them.