Results 11 to 20 of about 15,200 (191)

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

Development of a Prediction Model for Specific Fuel Consumption in Rotary Tillage Based on Actual Operation

Agriculture
Tractor fuel consumption has typically been predicted using indoor test results under specific conditions. This study analyzes the factors affecting fuel consumption during rotary tillage in actual fields and develops a prediction model.
Seung-Jun Kim, Moon-Kyeong Jang, Seok-Joon Hwang, Won Suk Lee, Ju-Seok Nam   +4 more
doaj   +2 more sources

Prediction of Truck Fuel Consumption Based on Crossformer-LSTM Characteristic Distillation

Applied Sciences
With the increasing number of heavy-duty trucks and their high fuel consumption characteristics, reducing fuel costs has become a primary challenge for the freight industry.
Kai Du, Qingqing Shi, Jingni Song, Dan Chen, Weiyu Liu   +4 more
doaj   +2 more sources

Vehicle Fuel Consumption Prediction Method Based on Driving Behavior Data Collected from Smartphones

Journal of Advanced Transportation, 2020
Transportation is an important factor that affects energy consumption, and driving behavior is one of the main factors affecting vehicle fuel consumption. The purpose of this paper is to improve fuel consumption monitoring databases based on mobile phone
Ying Yao, Xiaohua Zhao, Chang Liu, Jian Rong, Yunlong Zhang, Zhenning Dong, Yuelong Su   +6 more
doaj   +2 more sources

An Adaptive Prediction Framework of Ship Fuel Consumption for Dynamic Maritime Energy Management

Journal of Marine Science and Engineering
Accurate prediction of fuel consumption is critical for achieving efficient and low-carbon ship operations. However, the variability of the marine environment introduces significant challenges, as it leads to dynamic changes in monitoring data ...
Ya Gao, Yanghui Tan, Dingyu Jiang, Peisheng Sang, Yunzhou Zhang, Jie Zhang   +5 more
doaj   +2 more sources

A Neuro-Fuzzy Approach for Vehicle Fuel Consumption Prediction

Journal of Electrical Technology UMY, 2018
This paper presents a neuro-fuzzy approach for predicting vehicle fuel consumption. The prediction of fuel consumption of a vehicle has become a strategic issue. This is because it is not only related to the problem of the availability of fuel which is getting thinner but also the problem of the environmental impact caused.
Indah Soesanti, Ramadoni Syahputra
openaire   +4 more sources

Explainable machine learning-based prediction of fuel consumption in ship main engines using operational data

Brodogradnja
A significant percentage of fuel consumption and emissions from transportation activities is related to maritime transportation. Hence, accurate prediction models for fuel consumption are quite important. Machine learning offers a data-driven approach to
Anh Tuan Hoang, Thi Anh Em Bui, Xuan Phuong Nguyen, Van Hung Bui, Quang Chien Nguyen, Thanh Hai Truong, Nghia Chung   +6 more
doaj   +2 more sources

Prediction of the Consumption of Raw Materials and Fuels for the Blast Furnace

Processes, 2022
This article was conducted within the framework of project reg. no. CZ.11.4.120/0.0/0.0/16_013/0002594, programme, Interreg V-A Czech Republic-Poland, Microprojects Fund 2014–2020 in the Euroregion Silesia. It is focused in the area of modelling technological processes and the presentation of the main principles of these models.
Pavlína Pustějovská, Jiří Bilík, Simona Jursová, Edyta Kardas, Anna Konstanciak   +4 more
openaire   +2 more sources

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

Speed Optimization of Container Ship Considering Route Segmentation and Weather Data Loading: Turning Point-Time Segmentation Method

Journal of Marine Science and Engineering, 2022
As one of the ship energy efficiency optimization measures with the most energy saving and emission reduction potential, ship speed optimization has been recommended by the International Maritime Organization.
Xiaohe Li, Baozhi Sun, Jianhai Jin, Jun Ding   +3 more
doaj   +1 more source