Alexandra Gabrielle Akins

College of Engineering

Works (2)

Updated: May 30th, 2024 05:01

2024 journal article

ARTISANS-Artificial Intelligence for Simulation of Advanced Nuclear Systems for Nuclear Fission Technology


author keywords: Artificial intelligence; Machine learning; Nuclear fission technology; Advanced nuclear reactors
Sources: Web Of Science, ORCID, NC State University Libraries
Added: April 8, 2024

2023 journal article

Anomaly Detection in Liquid Sodium Cold Trap Operation with Multisensory Data Fusion Using Long Short-Term Memory Autoencoder

ENERGIES, 16(13).

By: A. Akins n, D. Kultgen* & A. Heifetz*

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. (via Semantic Scholar)
Source: Web Of Science
Added: July 31, 2023

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