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Risk Assessment Agent

Calculates component risk scores using an enhanced 9-factor logistic regression model incorporating digital twin outputs and real-time sensor anomalies. Scores all components (typically 850+), identifies high/medium/low risk distributions, and produces prioritized inspection recommendations.

Agent ID
risk-assessor-agent
Sector Nuclear Power Plant Inspection & Non-Destructive Testing (NDT)
Status
Operational

Problem Statement

The challenge addressed

Risk-based inspection prioritization requires analyzing multiple factors (thickness loss, age, radiation exposure, defect history, sensor anomalies) which is complex and time-consuming.

Core Logic

How the agent solves it

Calculates component risk scores using an enhanced 9-factor logistic regression model incorporating digital twin outputs and real-time sensor anomalies. Scores all components (typically 850+), identif...