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2026 ANS Annual Conference
May 31–June 3, 2026
Denver, CO|Sheraton Denver
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National labs drive nuclear innovations and uprates for the U.S. fleet
As the United States faces surging electricity demand driven by artificial intelligence, data centers, and a push to bring manufacturing back home, Idaho National Laboratory is leading an effort to modernize and expand the nation’s nuclear power capabilities by revamping the Department of Energy’s Light Water Reactor Sustainability (LWRS) Program.
12th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies (NPIC&HMIT 2021)
Technical Session
Wednesday, June 16, 2021|4:30–6:15PM EDT
Session Chair:
Gyunyoung Heo
Alternate Chair:
Jamie B. Coble
Session Organizer:
Staff Producer:
Ashley Jiminian (ANS)
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Detecting Fire with Machine Learning-Enabled Visual Monitoring for Nuclear Power Plant Environments
L. Michael Griffel (INL), Brian Wilcken (INL), Ahmad Al Rashdan (INL), Roger Boza (INL)
Paper
Sensor Degradation Detection Using Visual Timeseries and Deep Convolutional Neural Networks
C. J. Wallace (Univ. of Strathclyde), S.D.J. McArthur (Univ. of Strathclyde)
Monitoring of Thermal Mixing Tee Sensors with LSTM Neural Networks
Victoria Ankel (ANL), Stella Pantopoulou (ANL), Matthew Weathered (ANL), Darius Lisowski (ANL), Anthonie Cilliers (Kairos Power), Alexander Heifetz (ANL)
Object Detection in a Framework for Automated Nuclear Waste Classification
Seonaid Hume (Univ. of Strathclyde), Gordon Dobie (Univ. of Strathclyde), Graeme West (Univ. of Strathclyde)
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