Detection of Anomalies in Water Networks by Functional Data Analysis

Figure 5

Simulated data (different types of outliers). Functions are generated from the main model (gray) and shape outliers are in black. Left-hand panel: outliers in amplitude are in red. Central panel: isolated outliers are in red. Right-hand panel: shift outliers are in red.