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Discovering Multidimensional Time Series Anomalies of a Circulating Water System

1:00–1:20PM CDT

C. Wang (INL), D. Mandelli (INL), C.M. Godbole (INL), V. Agarwal (INL), M. Movassat (Ontario Power Generation), B. Mori (Ontario Power Generation), D. Liang (Ontario Power Generation), E. Nur (Ontario Power Generation), A. Birjandi (Ontario Power Generation), B. Lobo (Ontario Power Generation), N. Jacome (Ontario Power Generation)

Paper

Investigation of the Performance and Explainability Tradeoffs for Machine-Learning Models for Predictive Maintenance of Circulating Water Systems in Nuclear Power Plants

1:20–1:40PM CDT

Linyu Lin (INL), Vivek Agarwal (INL)

Paper

Methods for Crediting On-Line Monitoring and Diagnostic Capabilities in Extending and Eliminating Surveillances Digital Safety System Technical Specifications

1:40–2:00PM CDT

Ron Jarrett (Paragon Energy Solutions), Edward L. Quinn (Paragon Energy Solutions)

Paper

I&C Operational Data Reviews for Perfomance Based Design - Methodology Description and Lessons Learned After Application

2:00–2:20PM CDT

Cristina Corrales (EPRI), Neil Archambo (Archambo Engineering and Consulting PLLC), Matt Gibson (EPRI)

Paper

Digital I&C Component Templates for EPRI's PMBD

2:20–2:40PM CDT

Christina Novogoratz (EPRI)

Paper