Fitting Analysis of Inland Ship Fuel Consumption Considering Navigation Status and Environmental Factors [PDF]
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 +5 more
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Neural Network Approach for Predicting Ship Speed and Fuel Consumption [PDF]
Journal of Marine Science and Engineering, 2021 In this paper, simulations of a ship travelling on a given oceanic route were performed by a weather routing system to provide a large realistic navigation data set, which could represent a collection of data obtained on board a ship in operation.
Lúcia Moreira +2 more
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Exploring Time-Series Deep Learning Models for Ship Fuel Consumption Prediction [PDF]
Journal of Marine Science and EngineeringThe 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 +3 more
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Fuel Consumption Prediction and Optimization Model for Pure Car/Truck Transport Ships [PDF]
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 +4 more
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A Ship Energy Consumption Prediction Method Based on TGMA Model and Feature Selection [PDF]
Journal of Marine Science and EngineeringOptimizing ship energy efficiency is a crucial measure for reducing fuel use and emissions in the shipping industry. Accurate prediction models of ship energy consumption are essential for achieving this optimization.
Yuhang Liu +6 more
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Improving Ship Fuel Consumption and Carbon Intensity Prediction Accuracy Based on a Long Short-Term Memory Model with Self-Attention Mechanism [PDF]
Applied SciencesThe prediction of fuel consumption and Carbon Intensity Index (CII) of ships is crucial for optimizing decarbonization strategies in the maritime industry.
Zhihuan Wang +5 more
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An Adaptive Prediction Framework of Ship Fuel Consumption for Dynamic Maritime Energy Management [PDF]
Journal of Marine Science and EngineeringAccurate 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 +5 more
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DenseNet-Enabled Intelligent Ship Energy Consumption Prediction Method with Navigation Information and Environmental Factors [PDF]
MachinesAs a crucial procedure, ship energy consumption prediction is of great significance for the implementation of navigation planning, energy efficiency improvement, and emission reduction strategies. Currently, various studies have been conducted, primarily
Gulashan Tang +4 more
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Ship Voyage Route Waypoint Optimization Method Using Reinforcement Learning Considering Topographical Factors and Fuel Consumption [PDF]
Journal of Marine Science and EngineeringAs the IMO and the EU strengthen carbon emission regulations, eco-friendly voyage planning is increasingly recognized by ship owners as one of the most important performance factors of the vessel fleet.
Juhyang Lee +4 more
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Prediction of ship fuel consumption [PDF]
, 2023 Potrošnja goriva za brodove pokazala se kao jedan od ključnih faktora koji pridonose pogoršanju stanja okoliša i porastu operativnih troškova za pomorsku industriju. Suvremeni veliki brodovi za kružna putovanja imaju velike energetske potrebe. Potrebe za
Koboević, Luka
core +2 more sources