Model
SHADE
SHADE is the anomaly detection module within the HydroSphere framework. Based on a deep autoencoder architecture, it identifies anomalies at both the sensor and process levels, supporting fault detection and fault tolerance in wastewater treatment systems.
Timeline (last 90 days)
Oct 8
The SHADE module uses a deep autoencoder to identify anomalies at the sensor and process levels, achieving an F1 score of 0.651 in controlled fault injection tests.
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