Data Analytics, Machine Learning, and Artificial Intelligence: I -- 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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Papers

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Enhanced Video-Level Anomaly Feature Detection for Nuclear Power Plant Component Inspections Using the Latency Mechanism

3:15–3:40PM EDT

Zhouxiang Fei (Univ. Strathclyde), Graeme M. West (Univ. Strathclyde), Paul Murray (Univ. Strathclyde), Gordon Dobie (Univ. Strathclyde)

Presented by Andrew Young (University of Strathclyde)

Paper

PVC Detection in Sellafield Repackaging Procedures via Hyperspectral Imaging

3:40–4:05PM EDT

Jaime Zabalza (Univ. Strathclyde), Paul Murray (Univ. Strathclyde), Stephen Marshall (Univ. Strathclyde), Jinchang Ren (Robert Gordon Univ.), Robert Bernard (Sellafield), Steve Hepworth (Sellafield)

Paper

Automated X-ray Classification of Special Nuclear Materials as an Operator Aid

4:05–4:30PM EDT

Andrew Campbell (Univ. Strathclyde), Jaime Zabalza (Univ. Strathclyde), Paul Murray (Univ. Strathclyde), Stephen Marshall (Univ. Strathclyde), Neil Cockbain (National Nuclear Laboratory), Douglas Offin (National Nuclear Laboratory), Gareth Myers (Sellafield), Robert Bernard (Sellafield)

Paper

Classification of Ultrasonic B-Scan Images from Welding Defects Using a Convolutional Neural Network

4:30–4:55PM EDT

Hongbin Sun (ORNL), Richard Jacob (PNNL), Pradeep Ramuhalli (ORNL)

Paper

Discussion

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