A multi-objective predictive energy management strategy for residential grid-connected PV-battery hybrid systems based on machine learning technique
Kumar Shivam, Jong-Chyuan Tzou, Shang-Chen Wu
Topics & Concepts
Energy managementPhotovoltaic systemState of chargeRenewable energyComputer scienceBattery (electricity)Model predictive controlSmart gridGridEnergy management systemEnergy storageAutomotive engineeringSimulationEngineeringMathematical optimizationEnergy (signal processing)Artificial intelligenceElectrical engineeringPower (physics)Control (management)MathematicsQuantum mechanicsGeometryPhysicsStatisticsSmart Grid Energy ManagementEnergy and Environment ImpactsSolar Radiation and Photovoltaics