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Use of Novelty Detection or Distance Metrics to Improve Confidence in Machine Learning Algorithm Results

10:00–10:25AM EDT

Nancy J. Lybeck (INL), Cody M. Walker (INL), Vivek Agarwal (INL)

Paper

A Study on the Development of a Condition Diagnosis and Failure Prediction System for the Digital Instrumentation and Control System of NPPs

10:25–10:50AM EDT

Chang Hwoi KIm (KAERI), In Seck Jang (KAERI)

Paper

Prediction of Trip Parameters and Remaining Trip Time with Uncertainty Estimation in Abnormal Situations of Nuclear Power Plants

10:50–11:15AM EDT

Hyojin Kim (Chosun Univ.), Jonghyun Kim (Chosun Univ.)

Paper

Anomaly Detection and Identification Using a Leave-One-Variable-Out Method

11:15–11:40AM EDT

Jacob A. Farber (INL), Ahmad Y. Al Rashdan (INL), Randall Reese (INL)

Paper