Predicting Household Electric Power Consumption Using Multi-step Time Series with Convolutional LSTM
Lucia Cascone, Saima Sadiq, Saleem Ullah, Seyedali Mirjalili, Hafeez Ur Rehman Siddiqui, Muhammad Umer
Topics & Concepts
Computer scienceSmart gridSmart meterDeep learningConvolutional neural networkEnergy consumptionArtificial intelligenceConsumption (sociology)Demand forecastingDemand responseMachine learningRecurrent neural networkPopulationMean squared errorArtificial neural networkElectricityOperations researchStatisticsEngineeringDemographySociologySocial scienceMathematicsElectrical engineeringEnergy Load and Power ForecastingSmart Grid Energy ManagementEnergy Efficiency and Management