Results 11 to 20 of about 161,026 (284)

Prediction of Fuel Consumption for Enroute Ship Based on Machine Learning [PDF]

IEEE Access, 2019
Due to the hike in fuel price and environmental awareness by the International Maritime Organization, more attention has been given in order to optimize the fuel consumption of ships.
Zhihui Hu, Yongxin Jin, Qinyou Hu, Sukanta Sen, Tianrui Zhou, Mohd Tarmizi Osman   +5 more
doaj   +4 more sources

A Novel Approach to Enhancing the Accuracy of Prediction in Ship Fuel Consumption

Journal of Marine Science and Engineering
Ship fuel consumption plays a crucial role not only in understanding ships’ energy efficiency but also in gaining insights into their emissions. However, enhancing the accuracy of these predictions poses significant challenges due to data limitations and
Tianrui Zhou, Jinggai Wang, Qinyou Hu, Zhihui Hu   +3 more
doaj   +4 more sources

Using Artificial Neural Networks for Predicting Ship Fuel Consumption

Polish Maritime Research, 2023
In marine vessel operations, fuel costs are major operating costs which affect the overall profitability of the maritime transport industry. The effective enhancement of using ship fuel will increase ship operation efficiency. Since ship fuel consumption
Nguyen Van Giao, Rajamohan Sakthivel, Rudzki Krzysztof, Kozak Janusz, Sharma Prabhakar, Pham Nguyen Dang Khoa, Nguyen Phuoc Quy Phong, Xuan Phuong Nguyen   +7 more
doaj   +2 more sources

An Interpretable Gray Box Model for Ship Fuel Consumption Prediction Based on the SHAP Framework

Journal of Marine Science and Engineering, 2023
Shipping companies and maritime organizations want to improve the energy efficiency of ships and reduce fuel costs through optimization measures; however, the accurate fuel consumption prediction of fuel consumption is a prerequisite for conducting ...
Yiji Ma, Yuzhe Zhao, Jiahao Yu, Jingmiao Zhou, Haibo Kuang   +4 more
doaj   +2 more sources

Exploring Time-Series Deep Learning Models for Ship Fuel Consumption Prediction

Journal of Marine Science and Engineering
The fuel consumption of ships is an important component of shipping operation costs and also a significant source of greenhouse gas emissions. Accurate fuel consumption prediction is of great significance for optimizing the energy efficiency management ...
Xiao Chen, Xiaosheng Liu, Yuxia Luo, Xiangming Zeng   +3 more
doaj   +2 more sources

A Machine Learning Predictive Model for Ship Fuel Consumption

Applied Sciences
Water navigation is crucial for the movement of people and goods in many locations, including the Amazon region. It is essential for the flow of inputs and outputs, and for certain Amazon cities, boat access is the only option. Fuel consumption accounts for over 25% of a vessel’s total operational costs.
Rhuan Fracalossi Melo, Nelio Moura de Figueiredo, Maisa Sales Gama Tobias, Paulo Afonso   +3 more
openaire   +4 more sources

Increase of the Ship Fuel Consumption Due to Added Resistance in Waves

Journal of Sustainable Development of Energy, Water and Environment Systems, 2017
Added resistance in waves is the second-order steady force dependant on the ship motions. It significantly affects ship operability and cause speed loss. Therefore the required power and fuel consumption of a ship advancing in a seaway are increasing. In
Nastia Degiuli, Ivan Ćatipović, Ivana Martić, Andreja Werner, Većeslav Čorić   +4 more
doaj   +7 more sources

ISO 15016:2015-Based Method for Estimating the Fuel Oil Consumption of a Ship

Journal of Marine Science and Engineering, 2020
Recently, interest in the design and construction of smart ships has been widely increasing. Optimal route planning is a widely studied essential aspect of smart ship technology.
Ki-Su Kim, Myung-Il Roh
doaj   +3 more sources

Development of a two-stage ship fuel consumption prediction and reduction model for a dry bulk ship

Transportation Research, Part E: Logistics and Transportation Review, 2020
Shipping industry is the backbone of global trade. However, the large quantities of greenhouse gas emissions from shipping, such as carbon dioxide (CO2), cannot be ignored. In order to comply with the international environmental regulations as well as to
Yuquan Du, Shuaian Wang
exaly   +2 more sources

Estimating ship fuel consumption and pollutant emissions

Maritime Economics & Logistics
Abstract A simple method for estimating fuel consumption for vessels of various sizes and operating speeds is developed and demonstrated. Fuel consumption can be computed on a daily basis, on the basis of each kilometer traveled, and on the basis of each unit of cargo carried over one kilometer.
Robert F. Mulligan
openaire   +2 more sources