Alexandra Gabrielle Akins
College of Engineering
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Works (1)
Updated: April 5th, 2024 17:39
2023 journal article
Anomaly Detection in Liquid Sodium Cold Trap Operation with Multisensory Data Fusion Using Long Short-Term Memory Autoencoder
ENERGIES, 16(13).
author keywords: sodium cooled fast reactors; liquid sodium purification; artificial intelligence; long short-term memory autoencoder; anomaly detection; cold trap
TL;DR:
A deep learning long short-term memory (LSTM) autoencoder for continuous monitoring of a cold trap and detection of operational anomaly is developed and results demonstrate detection of anomalies with sensor-averaged SNR < 1.
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www.mdpi.com (publisher PDF)
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Added: July 31, 2023
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