Short-Term Prediction of Energy Consumption in Buildings Based on Artificial Neural Networks and Nonlinear Time Series Analysis
Short-Term Prediction of Energy Consumption in Buildings Based on Artificial Neural Networks and Nonlinear Time Series Analysis
S. Karatasou,M. Santamouris
2006
0 Citations
TLDR
The proposed method uses nonlinear timeseries analysis techniques for the reconstruction of energy consumption timeseries and the estimation of the dynamic invariants, and artificial neural networks as a nonlinear modeling tool for the prediction of hourly energy consumption in buildings.