Litcius/Paper detail

Comprehensive evaluation of machine learning models for predicting ship energy consumption based on onboard sensor data

Ailong Fan, Yingqi Wang, Yang Liu, Xiaolong Tu, Jian Yang, Yaqing Shu

2023Ocean & Coastal Management59 citationsDOI

Topics & Concepts

Gradient boostingComputer scienceMachine learningRandom forestArtificial intelligenceData pre-processingExtreme learning machineEnergy consumptionBoosting (machine learning)Predictive modellingFuel efficiencyMean squared prediction errorCorrelation coefficientArtificial neural networkEngineeringAutomotive engineeringElectrical engineeringMaritime Transport Emissions and EfficiencyMaritime Navigation and SafetyVehicle emissions and performance
Comprehensive evaluation of machine learning models for predicting ship energy consumption based on onboard sensor data | Litcius