posted on 2025-04-30, 13:33authored byThomas Serrano, Alyssa F. Espley, Savannah M. Potter, Kenneth A. Ross, PoKi Tse, Nathan P. Bessen, Heather M. Felmy, Hope E. Lackey, Jarrod R. Allred, Brienne N. Seiner, Gregg J. Lumetta, Gilbert L. Nelson, Samuel A. Bryan, Amanda M. Lines
Nuclear fission is
an energy source that can provide consistent
power with very low associated carbon emissions. However, management
of the used nuclear fuel is an important aspect of the application
of nuclear power. Recycling of useful components from used fuel is
an attractive option, but this involves chemical processing of the
fuel. Possible chemical separation technologies that might be used
in this regard are sensitive to solution pH. Raman spectroscopy is
a promising technique for monitoring the pH of solutions in real time.
Classical pH probes are too fragile to be used in the harsh environments
encountered in nuclear fuel processing. Raman probes are robust and
can withstand these harsh environments to track pH. Coupled with chemometric
analysis, the demonstration of the use of Raman spectroscopy to track
and predict the pH in carboxylate-buffered systems is made possible.
Utilizing this spectroscopy in conjunction with Programmable Logic
Controllers mimics industrial control systems used in many modern
industrial settings. This showcases a pragmatic approach toward leveraging
Raman spectroscopy and chemometric model outputs as inputs for a real-time
control system. The model to predict pH created by chemometrics proved
to be successful in tracking pH. The optimal pH for TALSPEAK extraction
of lanthanides and actinides from aqueous solution is known to proceed
in a narrow pH range of around pH = 2.8 ± 0.1. This study uses
Raman optical monitoring and automated control to return and maintain
solution pH within this range after acid or base perturbations move
the solution pH well outside this region. Root-mean-square errors
show that pH changes measured using Raman spectroscopy on the batch
process solution are reliably measured and used to automatically correct
and maintain solution pH. Measurement of solution pH tracks favorably
with electrochemical pH probe comparison measurements. As a result,
the ability to showcase Raman spectroscopy paired with chemometrics
analysis acts as a durable, better alternative data source compared
to traditional pH probes to optimize the separation efficiency in
the used nuclear fuel processing.