Anomaly Agent
Real-Time Turbine Monitoring
Tech Stack
Python • Isolation Forest • Gradio • Time-Series • Docker
Real-TimeDetection
AutoRCA
SCADAIntegration
Overview
Real-time turbine anomaly detection with auto root cause analysis using Isolation Forest and LLM-powered diagnostics.
Problem
Gas turbines generate massive sensor streams. Manual monitoring misses subtle anomalies that precede forced outages.
Solution
Isolation Forest model detecting anomalies in vibration, temperature, and pressure data with automated root cause analysis.
Architecture
Turbine Sensors → Isolation Forest → Anomaly Detection → Root Cause Analysis → Operations Alert