Litcius/Paper detail

A data-driven strategy using long short term memory models and reinforcement learning to predict building electricity consumption

Xinlei Zhou, Wenye Lin, Ritunesh Kumar, Ping Cui, Zhenjun Ma

2021Applied Energy86 citationsDOI

Topics & Concepts

Reinforcement learningElectricityConsumption (sociology)Computer scienceProcess (computing)Long short term memoryPredictive modellingReinforcementTerm (time)Energy consumptionArtificial intelligenceMachine learningDemand responseEngineeringArtificial neural networkRecurrent neural networkElectrical engineeringPhysicsSocial scienceQuantum mechanicsOperating systemSociologyStructural engineeringBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingSmart Grid Energy Management
A data-driven strategy using long short term memory models and reinforcement learning to predict building electricity consumption | Litcius