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Efficient Multivariate LSTM Forecasting of HVAC Energy Consumption in IoT-Enabled Smart Buildings
HVAC systems use up about half of the total energy in smart buildings and are a key focus of optimization. The demand of HVAC energy is very difficult to forecast with high accuracy due to the nonlinear nature of HVAC operations, high temporal variability, and interdependencies among environmental and operational varia...