AI Nuclear Power Plant Operations
AI systems for nuclear plant safety monitoring, operational optimization, and predictive maintenance.
The Problem
“Reduce unplanned nuclear outages and human error”
Organizations face these key challenges:
1
Late detection of equipment degradation leading to forced power reductions, scrams, or unplanned outages
2
Alarm floods and signal noise that overwhelm operators during transients and increase human error risk
3
Fragmented data across historian, work management, and engineering systems, making root-cause identification slow and inconsistent
Impact When Solved
0.5–1.5 percentage point improvement in unit availability via earlier fault detection and optimized interventions3–7% reduction in maintenance O&M through predictive maintenance, better outage planning, and fewer emergent work orders20–40% faster troubleshooting and 30–60% fewer actionable alarms presented to operators through intelligent filtering and prioritization
The Shift
Real-World Use Cases
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