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Public Dataset List
Public Electrical Load Dataset GEFCom (Global Energy Forecasting Competition) dataset REDD (Reference Energy Disaggregation Data) dataset UK-DALE (UK Domestic Appliance-Level Electricity) dataset Pecan street dataset ISO-NE (ISO New England) dataset ERCOT (Electric Reliability Council of Texas) AEMO (Australian Energy Market Operator) dataset NYISO (New York Independent System Operator) dataset ..
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2023. 2. 22.
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Terminology Information List
Background Smart grid Load forecasting CCHP STLF ML DL Multi-step ahead forecasting Long-term dependency Gradient vanishing VSTLF MTLF LTLF Statistical model AI Clustering Classification Long-term time series forecasting Time series forecasting Multivariate forecasting Univariate forecasting RES ESS EMS Model LR XGBoost RF DNN PCA ELM FFNN NN DCCN BiLSTM LSTM CNN CNN-LSTM ARMAX OE ARX KNN ANN Au..
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2023. 2. 16.
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Summarized Paper List
Load Forecasting A two-stage industrial load forecasting scheme for day-ahead combined cooling, heating and power scheduling A Novel Short Receptive Field based Dilated Causal Convolutional Network Integrated with Bidirectional LSTM for Short-Term Load Forecasting Household electricity demand forecast based on context information and user daily schedule analysis from meter data A comparative ana..
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2023. 2. 15.