Fuel consumption prediction for a passenger ferry using machine learning and in-service data: A comparative study
Pedram Agand, Allison Kennedy, Trevor Harris, Chanwoo Bae, Mo Chen, Edward J. Park
Topics & Concepts
MulticollinearityDecision treeArtificial neural networkComputer scienceEnergy consumptionData miningBoosting (machine learning)Machine learningEnsemble forecastingRegression analysisProcess (computing)Ensemble learningPredictive modellingTree (set theory)Domain (mathematical analysis)Linear regressionFuel efficiencyEngineeringMathematical analysisMathematicsAerospace engineeringOperating systemElectrical engineeringMaritime Transport Emissions and EfficiencyMaritime Navigation and SafetyShip Hydrodynamics and Maneuverability