Speaker
Dr
Ralf Timmermann
(Uni Bonn)
Description
The CCAT observatory on Cerro Chajnantor, Chile, will be operated entirely remote - with no crew at site during observations. Hence, we require reliable Predictive Maintenance (Outlier-/Anomaly-Detection) methods on its critical infrastructure to guarantee continuous operations. Moreover, Time Series data is collected from various radiometers at Atacama representing the atmospheric precipitable water vapor. This data - supplemented by data from meteorological services - will be utilized to make 5-day forecasts in order to schedule observations. We would like to learn if any RNN model forecast supersedes that of SARIMA.
Primary author
Dr
Ralf Timmermann
(Uni Bonn)
