Decision Support for Nuclear Power Plant Operations
In nuclear power plant operations, even small mismatches between procedures, equipment specifications, and regulatory documents can lead to serious incidents. My research focuses on making these mismatches visible early and identifying the points where human intervention is essential.
I transform procedures into knowledge graphs that reveal their logic at a glance, and connect them with operational records and regulations to show where and why mismatches occur. The flow loop demo illustrates how this idea works not just as a diagram, but as a practical analysis tool.
Looking ahead, I am developing cascading experiments to study how mismatches propagate across steps and over time, and to pinpoint the moments where automation alone is insufficient. The goal is not simply more automation, but building explainable decision support that helps operators act more quickly and safely.