Data Analytics, Machine Learning, and Artificial Intelligence: I

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)

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)

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)

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)