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Diversity, quality, and quantity of real ship data on the black-box and gray-box prediction models of ship fuel consumption

Zhiyuan Cai, Lecheng Li, Long Yu, Congbo Li, Miao Sun

2023Ocean Engineering31 citationsDOI

Topics & Concepts

OutlierBlack boxFuel efficiencyArtificial neural networkBox modelBig dataComputer scienceData miningGray (unit)Box–JenkinsWhite boxEngineeringArtificial intelligenceTime seriesMachine learningAutomotive engineeringMeteorologyMedicineRadiologyPhysicsAutoregressive integrated moving averageMaritime Transport Emissions and EfficiencyVehicle emissions and performanceTransportation Planning and Optimization
Diversity, quality, and quantity of real ship data on the black-box and gray-box prediction models of ship fuel consumption | Litcius