AI Agent Intelligent Fault Diagnosis & Auto-Resolution System Active

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

Parent Worker Intelligent Fault Diagnosis & Auto-Resolution System

Agent ID

AlarmIntelligenceAgent

Portal Nexgile-EnergyMesh Grid - Renewable Energy Asset Management & Digital Operations Portal

Sector Renewable Energy, Clean Technology, Solar Power & Battery Storage

Status

Operational

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 - Renewable Energy Asset Management & Digital Operations Portal

Digital Worker

Intelligent Fault Diagnosis & Auto-Resolution System

Current Agent

Alarm Intelligence & Classification Agent

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