Results 1 to 10 of about 11,890 (266)

Data driven fuel consumption prediction model for green aviation using radial basis function neural network [PDF]

Scientific Reports
In response to the growing demand for sustainable aviation, a fuel consumption prediction model based on Radial Basis Function (RBF) Neural Networks was proposed.
Yuandi Zhao, Zhongyi Wang, Xiaohui Wang, Ye Song, Yuzhe Han   +4 more
doaj   +2 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

A Review of the Data-Driven Prediction Method of Vehicle Fuel Consumption

Energies, 2023
Accurately and efficiently predicting the fuel consumption of vehicles is the key to improving their fuel economy. This paper provides a comprehensive review of data-driven fuel consumption prediction models.
Dengfeng Zhao, Haiyang Li, Junjian Hou, Pengliang Gong, Yudong Zhong, Wenbin He, Zhijun Fu   +6 more
doaj   +1 more source

Fuel Consumption Prediction and Optimization Model for Pure Car/Truck Transport Ships

Journal of Marine Science and Engineering, 2023
Predicting and optimizing ship fuel use is a crucial technology for lowering greenhouse gas emissions. Unfortunately, existing research is rarely capable of developing fuel consumption forecasts and optimization models for a particular transport system ...
Miao Su, Zhenqing Su, Shengli Cao, Keun-Sik Park, Sung-Hoon Bae   +4 more
doaj   +1 more source

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   +1 more source

An adaptive hyper parameter tuning model for ship fuel consumption prediction under complex maritime environments

Journal of Ocean Engineering and Science, 2022
An accurate prediction of ship fuel consumption is critical for speed, trim, and voyage optimisation etc. While previous studies have focused on predicting ship fuel consumption with respect to a variety of factors, research on the impact of ...
Tianrui Zhou, Qinyou Hu, Zhihui Hu, Rong Zhen   +3 more
doaj   +1 more source

Fuel Efficient High-Density Platooning Using Future Conditions Prediction

IEEE Open Journal of Intelligent Transportation Systems, 2022
A promising application of cooperative driving is high-density platooning, which main goal is to reduce fuel consumption by driving with inter-vehicle distances below ten meters.
Guillaume Jornod, Andreas Pfadler, Sofia Carreira, Ahmad El Assaad, Thomas Kurner   +4 more
doaj   +1 more source

Predicting fuel energy consumption during earthworks [PDF]

Journal of Cleaner Production, 2016
This research contributes to the assessment of on-site fuel consumption and the resulting carbon dioxide emissions due to earthworks-related processes in residential building projects, prior to the start of the construction phase. Several studies have been carried out on this subject, and have demonstrated the considerable environmental impact of ...
TRANI, MARCO LORENZO AGOSTINO, BOSSI, BENEDETTA, Gangolells, Marta, Casals, Miquel   +3 more
openaire   +3 more sources

A Novel Hybrid Fuel Consumption Prediction Model for Ocean-Going Container Ships Based on Sensor Data

Journal of Marine Science and Engineering, 2021
Accurate, reliable, and real-time prediction of ship fuel consumption is the basis and premise of the development of fuel optimization; however, ship fuel consumption data mainly come from noon reports, and many current modeling methods have been based ...
Zhihui Hu, Tianrui Zhou, Mohd Tarmizi Osman, Xiaohe Li, Yongxin Jin, Rong Zhen   +5 more
doaj   +1 more source

Fitting Analysis of Inland Ship Fuel Consumption Considering Navigation Status and Environmental Factors

IEEE Access, 2020
The strategy of ecological priority and green development in China has made the fuel consumption of inland ships receive unprecedented attentions. Reliable fuel consumption prediction is the vital basis of navigation planning, energy supervision, and ...
Zhi Yuan, Jingxian Liu, Yi Liu, Yuan Yuan, Qian Zhang, Zongzhi Li   +5 more
doaj   +1 more source