Data Analytics, Machine Learning, and Artificial Intelligence: IV -- ANS / Conferences / NPIC&HMIT 2023 and PSA 2023 Co-Located Meetings / 13th Nuclear Plant Instrumentation, Control & Human-Machine Interface Technologies (NPIC&HMIT 2023)

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Automated Diagnostics of Control Rod Drive Mechanisms with Machine Learning

10:00–10:25AM EDT

Brent Shumaker (Analysis and Measurement Services Corp.), Christopher Guillotte (Analysis and Measurement Services Corp.), Brian Moazen (Analysis and Measurement Services Corp.), Zachary Becker (Analysis and Measurement Services Corp.)

Presented by Chad Kiger (Analysis and Measurement Services Corp.)

Paper

Inference of BWR Irradiation History Employing Discharged Fuel Isotopics

10:25–10:50AM EDT

Tarikul Islam (Purdue), Shiming Yin (Purdue), Jeongwon Seo (Purdue), Hany S. Abdel-Khalik (Purdue)

Paper

Transfer Learning Technique Using Similar Phenomena Training for Fuel Digital Twins of Nuclear Systems

10:50–11:15AM EDT

James Daniell (Missouri Univ. Science and Technology), Kazuma Kobayashi (Missouri Univ. Science and Technology), Palash Bhowmik (INL), Souvik Chakraborty (IIT Delhi), Syed Alam (Missouri Univ. Science and Technology)

Paper

Development of a Scalable, Risk-Informed, Predictive Maintenance Cloud Based Strategy at Nuclear Power Plants

11:15–11:40AM EDT

Cody Walker (INL), Rita Appiah (Purdue), Vivek Agarwal (INL)

Paper