Detection of Anomalies in Water Networks by Functional Data Analysis

Figure 4

Simulated data (outliers in variability). Left-hand panel: functions are generated from the main model (gray) and shape outliers are in black, while outliers in variability are in red. Right-hand panel: the first derivative of the functions, once the shape outliers are removed. Outliers in variability are in red.