A novel GA-LSTM-based prediction method of ship energy usage based on the characteristics analysis of operational data
Kai Wang, Yu Hua, Lianzhong Huang, Xin Guo, Xing Liu, Zhongmin Ma, Ranqi Ma, Xiaoli Jiang
Topics & Concepts
Autoregressive integrated moving averageComputer scienceArtificial neural networkHyperparameterEnergy (signal processing)Energy consumptionGenetic algorithmEfficient energy useFuel efficiencyData miningArtificial intelligenceMachine learningTime seriesEngineeringAutomotive engineeringStatisticsMathematicsElectrical engineeringMaritime Transport Emissions and EfficiencyMaritime Navigation and SafetyMaritime Ports and Logistics