AI Agent
Intelligent Fault Diagnosis & Auto-Resolution System
Root Cause Diagnostic Engine Agent
Retrieves sensor history, runs Isolation Forest anomaly detection, extracts diagnostic features, classifies root cause via XGBoost, searches vector database for similar cases, generates resolution recommendations with probability estimates.
Root Cause Diagnostic Engine Agent
Part of Intelligent Fault Diagnosis & Auto-Resolution System
Portal: Nexgile Energymesh Grid
Agent ID: DiagnosticEngineAgent
Problem Statement
The challenge addressed
Core Logic
How the agent solves it
System Navigation
Explore related components
Portal
Nexgile Energymesh Grid
Digital Worker
Intelligent Fault Diagnosis & Auto-Resolution System
Current Agent
Root Cause Diagnostic Engine Agent