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System Status
Online: 3K+ Agents Active
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..

Agent ID
AlarmIntelligenceAgent
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.