Litcius/Paper detail

Model-free dynamic management strategy for low-carbon home energy based on deep reinforcement learning accommodating stochastic environments

Hui Hou, Xiangdi Ge, Yue Chen, Jinrui Tang, Tingting Hou, Rengcun Fang

2022Energy and Buildings24 citationsDOI

Topics & Concepts

Reinforcement learningComputer scienceRenewable energyEnergy managementDynamic pricingEnergy consumptionOperations researchMathematical optimizationSimulationEnvironmental economicsEnergy (signal processing)Artificial intelligenceEngineeringMicroeconomicsEconomicsElectrical engineeringStatisticsMathematicsSmart Grid Energy ManagementEnergy Efficiency and ManagementEnergy Load and Power Forecasting