Preprocessing Time Alignment and Visualization

This workflow performs time alignment on different time series. It reads 6 of the original 28 data files containing amplitude values organized by time and frequency (FFT results); calculates average amplitudes for each frequency bin and date; performs time alignment; writes output to a CSV file AlignedData.csv; performs various visualizations.

Preprocessing Time Alignment and Visualization

 

Resources

EXAMPLES Server: 50_Applications/17_AnomalyDetection/01_Preprocessing_Time_Alignment_and_Visualization50_Applications/17_AnomalyDetection/01_Preprocessing_Time_Alignment_and_Visualization*
Download a zip-archive

References:

 

 


* Find more about the Examples Server here.
The link will open the workflow directly in KNIME Analytics Platform (requirements: Windows; KNIME Analytics Platform must be installed with the Installer version 3.2.0 or higher). In other cases, please use the link to a zip-archive or open the provided path manually