马冉祺｜大连海事大学｜学者主页

2026

Effects of trim of wind-assisted propulsion ships on wing sail aerodynamic performance: A numerical study

Rui Zhang, Lianzhong Huang, Jijun Chen, Peng Guisheng, Ranqi Ma, Kai Wang, Jianlin Cao, Cong Wang, Jianyi Wu, Xiaowu Li

Ocean Engineering

DOI

2026

Toward Green and Intelligent Marine Power Systems: A Systematic Review of Modeling and Simulation Technologies

Ranqi Ma, Yuhao Xie, Weinan Chen, Haoyang Zhao, Xiaowu Li, Jianlin Cao, Qi Cheng, Junhao Zhao, Wei Du, 黄连中

Energy

DOI

2026

Incremental Learning-based Kolmogorov-Arnold Network with Automatic Drift Identification for Ship Fuel Consumption Prediction

Daize Li, Lianzhong Huang, Kai Wang, Ranqi Ma, Jianlin Cao, Haoyang Zhao, Tian Lan, Jianyi Wu, Xiaowu Li

Energy

DOI

2026

Dynamic collaborative optimization of wind-assisted ship energy efficiency under variable navigational conditions

D H Zhang, Kai Wang, Zhongwei Li, Hongzhi Liang, Xinyue Zhang, Ranqi Ma, Lianzhong Huang, Jianyi Wu, Xiaowu Li, Jianlin Cao

Transportation Research Part D Transport and Environment

DOI

2026

Research on global energy efficiency collaborative optimization for wing-diesel hybrid ship based on the improved multi-agent deep deterministic policy gradient algorithm

Cong Wang, Lianzhong Huang, Xiaowu Li, Jianyi Wu, Ranqi Ma, JianLin Cao, Rui Zhang, Haoyang Zhao

Ocean Engineering

DOI

2026

Research of turbulent jet controlled premixed-diffusion cooperative combustion mode for a marine dual-fuel engine with pre-chambers

Jianlin Cao, Wenchao Zhu, Lianzhong Huang, Wuqiang Long, Xiangyu Meng, Ranqi Ma, Kai Wang, Yanpo Chi

Fuel Processing Technology

DOI

2026

CFD-based approaches for low-carbon shipping: A systematic review

Ranqi Ma, Zhiqiang Tang, Haoyang Zhao, Junhao Zhao, Rui Zhang, Zhuang Wang, Cao, Yuhao Xie, Lianzhong Huang

Marine Pollution Bulletin

DOI

2026

Adaptive fuel consumption prediction for wing-assisted vessels based on incremental learning

Ranqi Ma, Shengxin Shen, Yangtao Song, Haoyang Zhao, Qi Cheng, Daize Li, JianLin Cao, Yize Liu, Junhao Zhao, Lianzhong Huang

Energy

DOI

2026

A multi-objective hierarchical reinforcement learning framework for energy consumption optimization of wing sail-assisted ships

Haoyang Zhao, Lianzhong Huang, Ranqi Ma, Kai Wang, JianLin Cao, Daize Li, Cong Wang, Rui Zhang, Tian Lan, Tiancheng Wang

Energy

DOI

2026

Adaptive integrated optimization of route, speed, and power flow for a hybrid power cruise ship under time-space varying sea conditions

Zhuang Wang, Li Chen, Lianzhong Huang, Kai Wang, Ranqi Ma, B Wang

Energy

DOI

2026

How to improve ship energy efficiency under data-scarce scenarios: An advanced pathway enabled by intelligent sample augmentation

Tian Lan, Lianzhong Huang, Kai Wang, JianLin Cao, Ranqi Ma, Haoyang Zhao, Jianyi Wu, Xiaowu Li

Journal of Industrial Information Integration

DOI

2026

Toward trustworthy decision-making for wing-diesel hybrid ship’s navigation: A collaborative energy efficiency optimization framework via an Adversarial Robust Reinforcement Learning with Transformer approach

Cong Wang, Lianzhong Huang, JianLin Cao, Ranqi Ma, Jinlu Sheng, Ai-Min Song, Zhang Ruan, Rui Zhang, Haoyang Zhao

Applied Ocean Research

DOI

2026

A Global Optimization Framework for Energy Efficiency of Wing–Diesel Hybrid Ships Under Distinct Sail-Statuses Based on Improved Deep Q-Network and D*Lite Algorithm

Cong Wang, Li Huang, Xiaowu Li, Ranqi Ma, JianLin Cao, Rui Zhang, Haoyang Zhao

Journal of Marine Science and Engineering

DOI

2025

A fuel consumption prediction model for wind-assisted ship based on operational data

Zhongwei Li, Kai Wang, Zhang Ruan, Daize Li, Hongzhi Liang, Ranqi Ma, Jianlin Cao, Lianzhong Huang

Transportation Research Part D-Transport And Environment，Vol. 149

DOI

2025

基于混合核函数ARS-SVR的风帆助航船油耗预测模型

刘奕泽，马冉祺，阮章，黄连忠

《上海海事大学学报》

2025

基于改进RRT*算法的无人帆船自适应路径规划

邓英杰，王博，徐艺菲，马冉祺，李茯波

《大连海事大学学报》

DOI

2025

A novel method for predicting fuel consumption of the LNG dual-fuel ship based on BN-GBM and feature construction

Yiling Lu, Lianzhong Huang, Yanfei Zhang, Jianlin Cao, Haoyang Zhao, Daize Li, Zhang Ruan, Kai Wang, Ranqi Ma

Ocean Engineering

DOI

2025

A novel energy conservation method for wind-assisted propulsion ships based on sails thrust optimization

Rui Zhang, Lianzhong Huang, Jijun Chen, Guisheng Peng, Ranqi Ma, Jianlin Cao, Cong Wang, Jianyi Wu, Xiaowu Li

Energy

DOI

2025

Arrangement optimization of wingsails subject to complex mutual aerodynamic interference: A numerical study

Ranqi Ma, Daize Li, Rui Zhang, Feng Tian, Zhiqiang Tang, Jianlin Cao, Yuhao Xie, Zihan Jing, Jijun Chen, Xiaowu Li, Lianzhong Huang

Ocean Engineering

DOI

2025

Trans-graph: a graph-neural-network-based method for vessel trajectory prediction

Yingjie Deng, Yupeng Huang, Ranqi Ma, Nam-Kyun Im, Dongyi Huang

Engineering Research Express

DOI

2025

A dual-physical-constraint modeling framework for ship fuel consumption prediction

Haoyang Zhao, Lianzhong Huang, Ranqi Ma, Jianlin Cao, Tiancheng Wang, Daize Li, Cong Wang, Zhang Ruan, Rui Zhang

Energy

DOI

2025

Navigational path optimization methodology for wing-diesel hybrid ship based on improved Double Deep Q-Network

Cong Wang, Lianzhong Huang, Ranqi Ma, Kai Wang, Jinlu Sheng, Zhang Ruan, Rui Zhang, Jianlin Cao

Ocean Engineering

DOI

2025

A pioneering approach for improving ship operational energy efficiency: The quantitative application of deep learning interpretable results

Tian Lan, Lianzhong Huang, Jianlin Cao, Ranqi Ma, Haoyang Zhao, Zhang Ruan, Jianyi Wu, Xiaowu Li, Kai Wang

Applied Energy

DOI

2025

A novel cooperative optimization method of speed and power allocation for the fully rotational electric propulsion ship

Zesheng Jing, Kai Wang, Longhao Cong, Yapeng Wang, Jipan Qiao, Zhongwei Li, Ranqi Ma, Wenxue Gao, Lianzhong Huang

Journal of Cleaner Production

DOI

2025

Novel path planning of unmanned sailboats via biased sampling RRT* with extended rewire mechanism

Yingjie Deng, Jingyi Zhao, Yifei Xu, Jing Yan, Ranqi Ma, Nam-Kyun Im

Ocean Engineering

DOI

2025

EU MRV Data-Based Review of the Ship Energy Efficiency Framework

Hui Xing, Shengdai Chang, Ranqi Ma, Kai Wang

Journal of Marine Science and Engineering

DOI

2025

A novel deep reinforcement learning based joint optimization method of wind-assisted ship energy efficiency considering dynamic environmental factors

Daize Li, Ranqi Ma, Qiqi Zhao, Haoyang Zhao, Zhang Ruan, Tiancheng Wang, Kai Wang, Jianlin Cao, Xiaowu Li, Lianzhong Huang

Ocean Engineering

DOI

2025

Investigations and applications of carbon control technology: The roadmap to zero-carbon shipping

Kai Wang, Hongzhi Liang, Xing Liu, Zhongwei Li, Zesheng Jing, Yanpo Chi, Ranqi Ma, Jianlin Cao, Lianzhong Huang

Ocean Engineering

DOI

2025

Nonparametric dynamic model of ship maneuvering based on the WCBI-SAT architecture

Tiancheng Wang, Ranqi Ma, Lianzhong Huang, Haoyang Zhao, Zhang Ruan, Jianlin Cao, Kai Wang

Ocean Engineering

DOI

2025

Carbon emission monitoring and control technology for ships: a review

Kai Wang, Yanpo Chi, Hongzhi Liang, Zesheng Jing, Zhongwei Li, Ranqi Ma, Lianzhong Huang

Marine Pollution Bulletin

DOI

2025

Multilevel parallel integration framework for enhancing energy efficiency of wing-assisted ships based on deep learning and intelligent algorithms: Towards a smarter and greener shipping

Tian Lan, Lianzhong Huang, Zhang Ruan, Jianlin Cao, Ranqi Ma, Jianyi Wu, Xiaowu Li, Li Chen, Kai Wang

Applied Energy

DOI

2025

Investigation of aerodynamic performance and operational optimization of wing sails at varying spacings

Rui Zhang, Lianzhong Huang, Guisheng Peng, Zhang Ruan, Ranqi Ma, Kai Wang, Jianlin Cao, Jianyi Wu, Xiaowu Li

Ocean Engineering

DOI

2025

Adaptive online modeling of ship maneuvering based on multiscale convolutional hybrid SRU models

Haoyang Zhao, Lianzhong Huang, Ranqi Ma, Kai Wang, Jianlin Cao, Tiancheng Wang, Zhang Ruan, Rui Zhang, Yingbo Zang, Weiping Li, Xiangjun Chen

Ocean Engineering

DOI

2025

Energy efficiency improvement technologies for ship in operation: A comprehensive review

Ranqi Ma, Qiqi Zhao, Kai Wang, Jianlin Cao, Chengkun Yang, Zhiqiang Hu, Lianzhong Huang

Ocean Engineering

DOI

2025

Ship energy efficiency optimization considering the influences of multiple complex navigational environments: A review

Kai Wang, Yapeng Wang, Hongzhi Liang, Zesheng Jing, Longhao Cong, Ranqi Ma, Lianzhong Huang

Marine Pollution Bulletin

DOI

2025

Numerical investigation on the aerodynamic performance of a combined Flettner rotor and U sail system

Rui Zhang, Lianzhong Huang, Jijun Chen, Ranqi Ma, Kai Wang, Zhang Ruan, Cong Wang, Jianyi Wu, Xiaowu Li, Boyang Li

Ships and Offshore Structures

DOI

2025

A novel multivariable coupling optimization method of wind-assisted propulsion system for a large crude carrier

Zhuang Wang, Li Chen, Lianzhong Huang, Kai Wang, Ranqi Ma, Bin Wang

Energy

DOI

2025

A novel dual-stage grey-box stacking method for significantly improving the extrapolation performance of ship fuel consumption prediction models

Zhang Ruan, Lianzhong Huang, Daize Li, Ranqi Ma, Kai Wang, Rui Zhang, Haoyang Zhao, Jianyi Wu, Xiaowu Li

Energy

DOI

2025

An integrated energy efficiency optimization method of the wind-assisted hybrid ship for the shipping decarbonization

Xing Liu, Kai Wang, Xin Guo, Zhongwei Li, Jianyi Wu, Ranqi Ma, Lianzhong Huang, Xiaowu Li

Marine Pollution Bulletin

DOI

2024

数据驱动的船舶能效三维动态仿真与虚实融合验证方法

王凯，刘兴，徐浩，马冉祺，国鑫，华宇

《中国航海》

2024

Research on ship speed prediction based on time series imaging and deep convolutional network fusion method

Xingjia Jiang, Yingwei Dai, Shu Li, Ranqi Ma, Taili Du, Yongjiu Zou, Peng Zhang, Yuewen Zhang, Peiting Sun

Applied Ocean Research

DOI

2024

A robust method of dual adaptive prediction for ship fuel consumption based on polymorphic particle swarm algorithm driven

Tian Lan, Lianzhong Huang, Ranqi Ma, Kai Wang, Zhang Ruan, Jianyi Wu, Xiaowu Li, Li Chen

Applied Energy

DOI

2024

Multiple-arc cylinder under flow: Vortex-induced vibration and energy harvesting

Rui Zhang, Lianzhong Huang, Kai Wang, Ranqi Ma, Zhang Ruan, Tian Lan, Boyang Li, Baoshou Zhang

Marine Structures

DOI

2024

GA-LSTM and NSGA-III based collaborative optimization of ship energy efficiency for low-carbon shipping

Zhongwei Li, Kai Wang, Yu Hua, Xing Liu, Ranqi Ma, Zhuang Wang, Lianzhong Huang

Ocean Engineering

DOI

2024

Computational fluid dynamics-based ship energy-saving technologies: A comprehensive review

Kai Wang, Zhongwei Li, Rui Zhang, Ranqi Ma, Lianzhong Huang, Zhuang Wang, Xiaoli Jiang

Renewable and Sustainable Energy Reviews

DOI

2024

Dynamic nonparametric modeling of sail-assisted ship maneuvering motion based on GWO-KELM

Haoyang Zhao, Lianzhong Huang, Ranqi Ma, Kai Wang, Tiancheng Wang, Zhang Ruan, Rui Zhang, Baoshen Jiang, Xiaowu Li, Jianyi Wu

Ocean Engineering

DOI

2024

A Ship Energy Consumption Prediction Method Based on TGMA Model and Feature Selection

Yuhang Liu, Kai Wang, Yong Lu, Yongfeng Zhang, Zhongwei Li, Ranqi Ma, Lianzhong Huang

Journal of Marine Science and Engineering

DOI

2024

A novel method of fuel consumption prediction for wing-diesel hybrid ships based on high-dimensional feature selection and improved blending ensemble learning method

Tian Lan, Lianzhong Huang, Ranqi Ma, Zhang Ruan, Shan Ma, Zhongwei Li, Haoyang Zhao, Cong Wang, Rui Zhang, Kai Wang

Ocean Engineering

DOI

2024

Numerical investigation on the effects of heel on the aerodynamic performance of wing sails

Rui Zhang, Lianzhong Huang, Ranqi Ma, Guisheng Peng, Zhang Ruan, Cong Wang, Haoyang Zhao, Boyang Li, Kai Wang

Ocean Engineering

DOI

2024

A novel cooperative optimization method of course and speed for wing-diesel hybrid ship based on improved A* algorithm

Cong Wang, Lianzhong Huang, Ranqi Ma, Kai Wang, Jinlu Sheng, Zhang Ruan, Yu Hua, Rui Zhang

Ocean Engineering

DOI

2024

Novel optimized layout for Flettner rotors based on reuse of wake energy

Rui Zhang, Lianzhong Huang, Kai Wang, Ranqi Ma, Zhang Ruan, Cong Wang

Journal of Cleaner Production

DOI

2023

基于大数据及人工智能的船舶能效智能优化研究综述

王凯，王中一，黄连忠，马冉祺，徐浩，孙培廷

《中国航海》

2023

数字孪生技术在水路运输领域的应用及研究

王凯，徐浩，张梦妍，黄连忠，马冉祺，王建行，王中一

《中国舰船研究》

2023

风翼液压系统故障诊断方法综述

赵浩洋，黄连忠，马冉祺，王凯，王中一，黄忠玺

《机床与液压》

2023

A novel prediction method of fuel consumption for wing-diesel hybrid vessels based on feature construction

Zhang Ruan, Lianzhong Huang, Kai Wang, Ranqi Ma, Zhongyi Wang, Rui Zhang, Haoyang Zhao, Cong Wang

Energy

DOI

2023

A novel method of desynchronized operation of sails for ship wind-assisted propulsion system

Rui Zhang, Lianzhong Huang, Guisheng Peng, Ranqi Ma, Kai Wang, Feng Tian, Qiushi Song

Ocean Engineering

DOI

2023

A novel GA-LSTM-based prediction method of ship energy usage based on the characteristics analysis of operational data

Kai Wang, Yu Hua, Lianzhong Huang, Xin Guo, Xing Liu, Zhongmin Ma, Ranqi Ma, Xiaoli Jiang

Energy

DOI

2023

Integrated optimization of speed schedule and energy management for a hybrid electric cruise ship considering environmental factors

Zhuang Wang, Li Chen, Bin Wang, Lianzhong Huang, Kai Wang, Ranqi Ma

Energy

DOI

2023

A Novel Ship Power System Using Zero Carbon Fuel and its Energy Efficiency Management Method

Yu Hua, Kai Wang, Xin Guo, Lianzhong Huang, Yu Xue, Ranqi Ma

International Conference on Transportation Information and Safety

DOI

2023

Numerical Simulation of the Aerodynamic Performance of A U-Shaped Sail

Feng Tian, Lianzhong Huang, Yingnan Wang, Kai Wang, Ranqi Ma

Journal of Physics Conference Series

DOI

2023

Evaluation Method for Energy Saving of Sail-Assisted Ship Based on Wind Resource Analysis of Typical Route

Ranqi Ma, Zhongyi Wang, Kai Wang, Haoyang Zhao, Baoshen Jiang, Yize Liu, Hui Xing, Lianzhong Huang

Journal of Marine Science and Engineering

DOI

2023

A novel energy harvest method based on the vortex-induced vibration of a circular cylinder in a confined channel for the self-powered buoy

Rui Zhang, Lianzhong Huang, Kai Wang, Ranqi Ma, Boyang Li, Baoshou Zhang

Ocean Engineering

DOI

2023

A Novel Wavelet Packet Transform-Fuzzy Pattern Recognition-Based Method for Leakage Fault Diagnosis of Sail Slewing Hydraulic System

Ranqi Ma, Haoyang Zhao, Kai Wang, Rui Zhang, Yu Hua, Baoshen Jiang, Xin Guo, Zhang Ruan, Lianzhong Huang

Machines

DOI

2022

Leakage Fault Diagnosis of Lifting and Lowering Hydraulic System of Wing-Assisted Ships Based on WPT-SVM

Ranqi Ma, Haoyang Zhao, Kai Wang, Rui Zhang, Yu Hua, Baoshen Jiang, Feng Tian, Zhang Ruan, Hao Wang, Lianzhong Huang

Journal of Marine Science and Engineering

DOI

2022

An integrated collaborative decision-making method for optimizing energy consumption of sail-assisted ships towards low-carbon shipping

Kai Wang, Xin Guo, Junhao Zhao, Ranqi Ma, Lianzhong Huang, Feng Tian, Siyi Dong, Peng Zhang, Chunlei Liu, Zhuang Wang

Ocean Engineering

DOI

2022

Joint energy consumption optimization method for wing-diesel engine-powered hybrid ships towards a more energy-efficient shipping

Kai Wang, Yu Xue, Hao Xu, Lianzhong Huang, Ranqi Ma, Peng Zhang, Xiaoli Jiang, Yupeng Yuan, Rudy R. Negenborn, Peiting Sun

Energy

DOI

2021

船舶智能能效优化关键技术研究现状与展望

王凯，胡唯唯，黄连忠，蔡玉良，马冉祺

《中国舰船研究》

DOI

2021

The Joint Optimization Technology of Sailing Speed and Route for Sea-Going Ships

Siyi Dong, Lianzhong Huang, Kai Wang, Ranqi Ma, Zhongyi Wang, Jianhang Wang

International Conference on Transportation Information and Safety

DOI

2021

Key Technology of Energy Efficiency Modeling and Optimization for Wing Sailboats

Zhongxi Huang, Lianzhong Huang, Kai Wang, Ranqi Ma, Haoyang Zhao, Zhongyi Wang

International Conference on Transportation Information and Safety

DOI

2021

Research on the optimization and control technology of energy efficiency for new energy hybrid ships

Yu Xue, Kai Wang, Lianzhong Huang, Ranqi Ma, Siyi Dong, Xiaolei Sun

International Conference on Transportation Information and Safety

DOI

2021

Knowledge Base Construction Of Ship Energy Efficiency Accounting For Various Environmental Factors Based On Big Data Analysis

Kai Wang, Xiaolei Sun, Lianzhong Huang, Ranqi Ma, Mengyan Zhang, Hao Xu

International Conference on Transportation Information and Safety

DOI

2021

A novel dynamical collaborative optimization method of ship energy consumption based on a spatial and temporal distribution analysis of voyage data

Kai Wang, Hao Xu, Jiayuan Li, Lianzhong Huang, Ranqi Ma, Xiaoli Jiang, Yupeng Yuan, Ngome A. Mwero, Peiting Sun, Rudy R. Negenborn, Xinping Yan

Applied Ocean Research

DOI

2020

基于改进K近邻算法的船舶通航环境智能识别

王壮，李嘉源，黄连忠，王凯，姜雅乔，马冉祺

《上海海事大学学报》

DOI

2020

船舶多清洁能源混合动力系统及其关键技术

王凯，卢博闻，李仁祥，李宇奇，黄连忠，马冉祺，李嘉源

《舰船科学技术》

2020

The Evaluation Model of Ship Operating Efficiency and Verification in Massive Operation Data

Weiming Meng, Lianzhong Huang, Ranqi Ma

IOP Conference Series Earth and Environmental Science

DOI

2020

A novel method for joint optimization of the sailing route and speed considering multiple environmental factors for more energy efficient shipping

Kai Wang, Jiayuan Li, Lianzhong Huang, Ranqi Ma, Xiaoli Jiang, Yupeng Yuan, Ngome A. Mwero, Rudy R. Negenborn, Peiting Sun, Xinping Yan

Ocean Engineering

DOI

2020

A novel bi-level distributed dynamic optimization method of ship fleets energy consumption

Kai Wang, Jiayuan Li, Xinping Yan, Lianzhong Huang, Xiaoli Jiang, Yupeng Yuan, Ranqi Ma, Rudy R. Negenborn

Ocean Engineering

DOI

2019

An Energy Efftciency optimization Methodfor Inland Ship Fleet Considering Multiple Influencing Factors

Kai Wang, Jiayuan Li, Lianzhong Huang, Ranqi Ma, Xiaohao Qu, Yupeng Yuan

International Conference on Transportation Information and Safety

DOI

2018

基于实船监测数据的定航线船舶智能航速优化

马冉祺，黄连忠，魏茂苏，柳霆，刘伊凡，王寰宇

《大连海事大学学报》

2018

实船数据环境下船舶主柴油机性能评估方法

刘伊凡，黄连忠，孙培廷，马冉祺

《内燃机学报》

2016

基于CFD的圆弧型风帆气动优化

黄连忠，林虹兆，马冉祺，林煜翔

《中国航海》

2015

船舶翼帆回转速度的非线性补偿控制

赵志强，闫亚胜，黄连忠，马冉祺，冯宝辉

《哈尔滨工程大学学报》

2014

风翼助航船舶典型航次节能潜力计算

冯宝辉，黄连忠，马冉祺，赵志强

《大连海事大学学报》

2014

基于AMESim风翼回转液压系统动态响应分析

赵志强，马冉祺，冯宝辉，刘绪儒，黄连忠

《大连海事大学学报》

2014

风翼助航船舶模糊PID控制调速系统设计

冯宝辉，闫亚胜，黄连忠，赵志强，马冉祺

《中国航海》

2014

某散货船理论螺旋桨推进特性研究

马冉祺，黄连忠，冯宝辉，赵志强

《大连海事大学学报》

2014

翼帆回转实验台液压系统实验特性研究

赵志强，闫亚胜，黄连忠，马冉祺，冯宝辉

《液压与气动》

2014

基于翼型帆理论的风场可用区域研究

冯宝辉，张国岭，黄连忠，赵志强，马冉祺

《可再生能源》

2014

风翼助航船动力装置操纵研究

马冉祺

《大连海事大学》

精选作品

期刊论文

Effects of trim of wind-assisted propulsion ships on wing sail aerodynamic performance: A numerical study

Toward Green and Intelligent Marine Power Systems: A Systematic Review of Modeling and Simulation Technologies

Incremental Learning-based Kolmogorov-Arnold Network with Automatic Drift Identification for Ship Fuel Consumption Prediction

Dynamic collaborative optimization of wind-assisted ship energy efficiency under variable navigational conditions

Research on global energy efficiency collaborative optimization for wing-diesel hybrid ship based on the improved multi-agent deep deterministic policy gradient algorithm

Research of turbulent jet controlled premixed-diffusion cooperative combustion mode for a marine dual-fuel engine with pre-chambers

CFD-based approaches for low-carbon shipping: A systematic review

Adaptive fuel consumption prediction for wing-assisted vessels based on incremental learning

A multi-objective hierarchical reinforcement learning framework for energy consumption optimization of wing sail-assisted ships

Adaptive integrated optimization of route, speed, and power flow for a hybrid power cruise ship under time-space varying sea conditions

How to improve ship energy efficiency under data-scarce scenarios: An advanced pathway enabled by intelligent sample augmentation

Toward trustworthy decision-making for wing-diesel hybrid ship’s navigation: A collaborative energy efficiency optimization framework via an Adversarial Robust Reinforcement Learning with Transformer approach

A Global Optimization Framework for Energy Efficiency of Wing–Diesel Hybrid Ships Under Distinct Sail-Statuses Based on Improved Deep Q-Network and D*Lite Algorithm

A fuel consumption prediction model for wind-assisted ship based on operational data

基于混合核函数ARS-SVR的风帆助航船油耗预测模型

基于改进RRT*算法的无人帆船自适应路径规划

A novel method for predicting fuel consumption of the LNG dual-fuel ship based on BN-GBM and feature construction

A novel energy conservation method for wind-assisted propulsion ships based on sails thrust optimization

Arrangement optimization of wingsails subject to complex mutual aerodynamic interference: A numerical study

Trans-graph: a graph-neural-network-based method for vessel trajectory prediction

A dual-physical-constraint modeling framework for ship fuel consumption prediction

Navigational path optimization methodology for wing-diesel hybrid ship based on improved Double Deep Q-Network

A pioneering approach for improving ship operational energy efficiency: The quantitative application of deep learning interpretable results

A novel cooperative optimization method of speed and power allocation for the fully rotational electric propulsion ship

Novel path planning of unmanned sailboats via biased sampling RRT* with extended rewire mechanism

EU MRV Data-Based Review of the Ship Energy Efficiency Framework

A novel deep reinforcement learning based joint optimization method of wind-assisted ship energy efficiency considering dynamic environmental factors

Investigations and applications of carbon control technology: The roadmap to zero-carbon shipping

Nonparametric dynamic model of ship maneuvering based on the WCBI-SAT architecture

Carbon emission monitoring and control technology for ships: a review

Multilevel parallel integration framework for enhancing energy efficiency of wing-assisted ships based on deep learning and intelligent algorithms: Towards a smarter and greener shipping

Investigation of aerodynamic performance and operational optimization of wing sails at varying spacings

Adaptive online modeling of ship maneuvering based on multiscale convolutional hybrid SRU models

Energy efficiency improvement technologies for ship in operation: A comprehensive review

Ship energy efficiency optimization considering the influences of multiple complex navigational environments: A review

Numerical investigation on the aerodynamic performance of a combined Flettner rotor and U sail system

A novel multivariable coupling optimization method of wind-assisted propulsion system for a large crude carrier

A novel dual-stage grey-box stacking method for significantly improving the extrapolation performance of ship fuel consumption prediction models

An integrated energy efficiency optimization method of the wind-assisted hybrid ship for the shipping decarbonization

数据驱动的船舶能效三维动态仿真与虚实融合验证方法

Research on ship speed prediction based on time series imaging and deep convolutional network fusion method

A robust method of dual adaptive prediction for ship fuel consumption based on polymorphic particle swarm algorithm driven

Multiple-arc cylinder under flow: Vortex-induced vibration and energy harvesting

GA-LSTM and NSGA-III based collaborative optimization of ship energy efficiency for low-carbon shipping

Computational fluid dynamics-based ship energy-saving technologies: A comprehensive review

Dynamic nonparametric modeling of sail-assisted ship maneuvering motion based on GWO-KELM

A Ship Energy Consumption Prediction Method Based on TGMA Model and Feature Selection

A novel method of fuel consumption prediction for wing-diesel hybrid ships based on high-dimensional feature selection and improved blending ensemble learning method

Numerical investigation on the effects of heel on the aerodynamic performance of wing sails

A novel cooperative optimization method of course and speed for wing-diesel hybrid ship based on improved A* algorithm

Novel optimized layout for Flettner rotors based on reuse of wake energy

基于大数据及人工智能的船舶能效智能优化研究综述

数字孪生技术在水路运输领域的应用及研究

风翼液压系统故障诊断方法综述

A novel prediction method of fuel consumption for wing-diesel hybrid vessels based on feature construction

A novel method of desynchronized operation of sails for ship wind-assisted propulsion system

A novel GA-LSTM-based prediction method of ship energy usage based on the characteristics analysis of operational data

Integrated optimization of speed schedule and energy management for a hybrid electric cruise ship considering environmental factors

A Novel Ship Power System Using Zero Carbon Fuel and its Energy Efficiency Management Method

Numerical Simulation of the Aerodynamic Performance of A U-Shaped Sail

Evaluation Method for Energy Saving of Sail-Assisted Ship Based on Wind Resource Analysis of Typical Route

A novel energy harvest method based on the vortex-induced vibration of a circular cylinder in a confined channel for the self-powered buoy

A Novel Wavelet Packet Transform-Fuzzy Pattern Recognition-Based Method for Leakage Fault Diagnosis of Sail Slewing Hydraulic System

Leakage Fault Diagnosis of Lifting and Lowering Hydraulic System of Wing-Assisted Ships Based on WPT-SVM

An integrated collaborative decision-making method for optimizing energy consumption of sail-assisted ships towards low-carbon shipping

Joint energy consumption optimization method for wing-diesel engine-powered hybrid ships towards a more energy-efficient shipping

船舶智能能效优化关键技术研究现状与展望

The Joint Optimization Technology of Sailing Speed and Route for Sea-Going Ships

Key Technology of Energy Efficiency Modeling and Optimization for Wing Sailboats

Research on the optimization and control technology of energy efficiency for new energy hybrid ships

Knowledge Base Construction Of Ship Energy Efficiency Accounting For Various Environmental Factors Based On Big Data Analysis

A novel dynamical collaborative optimization method of ship energy consumption based on a spatial and temporal distribution analysis of voyage data

基于改进K近邻算法的船舶通航环境智能识别

船舶多清洁能源混合动力系统及其关键技术

The Evaluation Model of Ship Operating Efficiency and Verification in Massive Operation Data

A novel method for joint optimization of the sailing route and speed considering multiple environmental factors for more energy efficient shipping

A novel bi-level distributed dynamic optimization method of ship fleets energy consumption

An Energy Efftciency optimization Methodfor Inland Ship Fleet Considering Multiple Influencing Factors