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.
EXAMPLES Server: 60_Innovation_Notes/01_Anomaly_Detection/01_Preprocessing_Time_Alignment_and_Visualization60_Innovation_Notes/01_Anomaly_Detection/01_Preprocessing_Time_Alignment_and_Visualization*
Download a zip-archive
* 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