Tutorial on time series prediction using 1D-CNN and BiLSTM: A case example of peak electricity demand and system marginal price prediction
Jae-Dong Kim, S. Oh, Heesoo Kim, Woosung Choi
Topics & Concepts
Computer sciencePython (programming language)ElectricityTime seriesElectricity price forecastingSeries (stratigraphy)Artificial intelligenceProcess (computing)Machine learningPredictive modellingDeep learningDemand forecastingOperations researchData miningElectricity marketElectrical engineeringPaleontologyBiologyEngineeringOperating systemEnergy Load and Power ForecastingTime Series Analysis and ForecastingTraffic Prediction and Management Techniques