Dynamic Control of Sodium Cold Trap Purification Temperature Using LSTM System Identification

Dynamic Control of Sodium Cold Trap Purification Temperature Using LSTM System Identification

This study investigates the dynamic regulation of the sodium cold trap purification temperature at Argonne National Laboratory’s liquid sodium test facility, employing long short-term memory (LSTM) system identification techniques. The investigation introduces an innovative hybrid approach by integr...

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Bibliographic Details
Main Authors: Rita Appiah, Alexander Heifetz, Derek Kultgen, Lefteri H. Tsoukalas, Richard B. Vilim
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Energies
Subjects:
sodium fast reactors
sodium cold trap purification
modeling and simulation
LSTM-MPC
system identification
multi-step prediction
Online Access:https://www.mdpi.com/1996-1073/17/24/6257
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