Litcius/Paper detail

Forecasting building plug load electricity consumption employing occupant-building interaction input features and bidirectional LSTM with improved swarm intelligent algorithms

Chengyu Zhang, Liangdong Ma, Zhiwen Luo, Xing Han, Tianyi Zhao

2023Energy36 citationsDOI

Topics & Concepts

Mean absolute percentage errorEnergy consumptionSwarm behaviourElectricityComputer scienceLoad profileConsumption (sociology)Plug and playMean squared errorBuilding automationAlgorithmEngineeringArtificial neural networkArtificial intelligenceStatisticsMathematicsOperating systemThermodynamicsElectrical engineeringSociologyPhysicsSocial scienceBuilding Energy and Comfort OptimizationEnergy Load and Power ForecastingEnergy Efficiency and Management
Forecasting building plug load electricity consumption employing occupant-building interaction input features and bidirectional LSTM with improved swarm intelligent algorithms | Litcius