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Anomaly Detection Agent

Applies Isolation Forest to multivariate sensor data, detects point/contextual/collective anomalies, calculates anomaly scores with confidence intervals, correlates across sensors, flags assets with degradation signatures..

Agent ID
AnomalyDetectorAgent
Sector Renewable Energy, Clean Technology, Solar Power & Battery Storage
Status
Operational

Problem Statement

The challenge addressed

Early degradation detection requires identifying subtle sensor patterns deviating from normal operation.

Core Logic

How the agent solves it

Applies Isolation Forest to multivariate sensor data, detects point/contextual/collective anomalies, calculates anomaly scores with confidence intervals, correlates across sensors, flags assets with d...