AI Agent Intelligent Fault Diagnosis & Auto-Resolution System

Alarm Intelligence & Classification Agent

Ingests alarms, applies ML deduplication, correlates with weather, classifies severity using XGBoost, calculates financial impact, and outputs prioritized list with confidence scores.

View Core Logic Back to Worker

Part of Intelligent Fault Diagnosis & Auto-Resolution System

Portal: Nexgile Energymesh Grid

Agent ID: AlarmIntelligenceAgent

Problem Statement

The challenge addressed

Raw SCADA alarms contain duplicates and noise causing alarm fatigue without prioritization.

Core Logic

How the agent solves it

Ingests alarms, applies ML deduplication, correlates with weather, classifies severity using XGBoost, calculates financial impact, and outputs prioritized list with confidence scores.

System Navigation

Explore related components

Portal

Nexgile Energymesh Grid

Digital Worker

Intelligent Fault Diagnosis & Auto-Resolution System

Current Agent

Alarm Intelligence & Classification Agent

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