Evidence map›Paper›PMID 40385184›Full record

ArticleACS omega2025

Real-Time Automated pH Control within Batch Processes Relying on Raman pH Measurement.

Thomas 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 and 4 more

Abstract read
In one paragraph

Article in ACS omega, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

14 authors.

Thomas SerranoPacific Northwest National Laboratory, Richland, Washington 99352, United States.ORCID https://orcid.org/0000-0001-8688-4158
Alyssa F EspleyPacific Northwest National Laboratory, Richland, Washington 99352, United States.
Savannah M PotterPacific Northwest National Laboratory, Richland, Washington 99352, United States.
Kenneth A RossPacific Northwest National Laboratory, Richland, Washington 99352, United States.
PoKi TsePacific Northwest National Laboratory, Richland, Washington 99352, United States.ORCID https://orcid.org/0000-0003-2901-9509
Nathan P BessenPacific Northwest National Laboratory, Richland, Washington 99352, United States.ORCID https://orcid.org/0000-0003-2980-6107
Heather M FelmyPacific Northwest National Laboratory, Richland, Washington 99352, United States.ORCID https://orcid.org/0000-0002-2548-7690
Hope E LackeyPacific Northwest National Laboratory, Richland, Washington 99352, United States.
Jarrod R AllredPacific Northwest National Laboratory, Richland, Washington 99352, United States.
Brienne N SeinerPacific Northwest National Laboratory, Richland, Washington 99352, United States.ORCID https://orcid.org/0000-0002-5826-2623
Gregg J LumettaPacific Northwest National Laboratory, Richland, Washington 99352, United States.ORCID https://orcid.org/0000-0002-0216-8515
Gilbert L NelsonDepartment of Chemistry, The College of Idaho, Caldwell, Idaho 83605, United States.
Samuel A BryanPacific Northwest National Laboratory, Richland, Washington 99352, United States.ORCID https://orcid.org/0000-0002-8826-0880
Amanda M LinesPacific Northwest National Laboratory, Richland, Washington 99352, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

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.

Identifiers

PMID40385184
PMCPMC12079270

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.