Short-term power demand prediction for energy management of an electric vehicle based on batteries and ultracapacitors
Maximiliano Asensio, Guillermo A. Magallán, Laura V. Pérez, Cristian H. De Angelo
Topics & Concepts
Model predictive controlKalman filterBattery (electricity)Energy managementElectric vehicleAutomotive engineeringSupercapacitorControl theory (sociology)Power (physics)Autoregressive integrated moving averageExtended Kalman filterEngineeringComputer sciencePower managementEnergy (signal processing)Time seriesControl (management)StatisticsElectrochemistryMathematicsPhysical chemistryQuantum mechanicsElectrodeArtificial intelligenceMachine learningChemistryPhysicsAdvanced Battery Technologies ResearchElectric and Hybrid Vehicle TechnologiesElectric Vehicles and Infrastructure