Comparative Study of Artificial Neural Network Models for Forecasting the Indoor Temperature in Smart Buildings
Comparative Study of Artificial Neural Network Models for Forecasting the Indoor Temperature in Smart Buildings
Sadi Alawadi,David Mera,M. Delgado,J. Taboada
2017 · DOI: 10.1007/978-3-319-59513-9_4
International Conference on Smart Cities · 9 Citations
TLDR
A comparative of four different machine learning approaches, based on Artificial Neural Networks (ANNs), for modeling an HVAC system is presented, revealing that an on-line learning ANN is less affected by sensor noise and anomalies than the remaining approaches.