Results 11 to 20 of about 11,890 (266)
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 +3 more
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Real-Time Prediction of Fuel Consumption Based on Digital Map API
Applied Sciences, 2019 At present, digital maps can estimate the travel time of each trip’s route but cannot offer a fuel consumption estimation at the same time. In this paper, we develop a fuel consumption model based on the Vehicle Specific Power (VSP) distribution ...
Qi Zhao, Qi Chen, Li Wang
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Real-driving CO2, NOx and fuel consumption estimation using machine learning approaches
Next Energy, 2023 Real driving emissions (RDE) testing are gaining attention for monitoring and regulatory purposes because of providing more realistic emission and fuel consumption measurements compared to laboratory tests. This study aims to develop machine learning (ML)
G M Hasan Shahariar +7 more
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Energy Reports, 2021 Fuel cell power generation system is a potential renewable power source. To reduce hydrogen consumption and enhance the dynamic performance of the system, Grey–Markov chain power prediction energy management strategy for fuel cell power generation ...
Zhichao Fu +5 more
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Self-labelling of tugboat operation using unsupervised machine learning and intensity indicator
Maritime Transport Research, 2023 The actual operational data, such as a time sequence of fuel consumption and speed, is usually unlabeled or not associated with a specific activity like tugging or cruising.
Januwar Hadi +2 more
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Improving Aircraft Fuel Consumption Prediction through Ensemble Learning
, 2022 Performance models provided by aircraft manufacturers are used by aircraft operators to perform flight path simulations aiming to reduce aircraft fuel consumption. However, performance models are generic and does not account for the performance deviations of each aircraft individual. The performance deviations, particularly in terms of fuel consumption,
, In, Hanlin Gongzhang
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Multilayer Perceptron Method to Estimate Real-World Fuel Consumption Rate of Light Duty Vehicles
IEEE Access, 2019 The actual driving condition and fuel consumption rate gaps between lab and real-world are becoming larger. In this paper, we demonstrate an approach to determine the most important factors that may influence the prediction of real-world fuel consumption
Yawen Li +5 more
doaj +1 more source
Modelling fuel consumption of fishing vessels for predictive use [PDF]
ICES Journal of Marine Science, 2014 Abstract Fuel costs are an important element in models used to analyse and predict fisher behaviour for application within the wider mixed fisheries and ecosystem approaches to management. This investigation explored the predictive capability of linear and generalized additive models (GAMs) in providing daily fuel consumption estimates ...
Davie, S. +4 more
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Energies, 2021 With increasingly prominent environmental problems, controlling automobile exhaust has become essential to the environment. The fuel consumption of transportation is the critical factor that determines exhaust gas.
Jian Gong +5 more
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Prediction of Fuel Consumption for Enroute Ship Based on Machine Learning
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 +5 more
doaj +1 more source