Automated Calibration for Rapid Optical Spectroscopy Sensor Development for Online Monitoring

Andrews, Hunter B.; Sadergaski, Luke R.

doi:10.1021/acssensors.4c02211

Title: Automated Calibration for Rapid Optical Spectroscopy Sensor Development for Online Monitoring

Journal Article · 19 September 2024 · ACS Sensors

DOI: https://doi.org/10.1021/acssensors.4c02211 · OSTI ID:2447180

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Radioisotope Science and Technology Division, Oak Ridge National Laboratory, 1 Bethel Valley Rd., Oak Ridge, Tennessee 37830, United States

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Sponsoring Organization:: USDOE

OSTI ID:: 2447180

Journal Information:: ACS Sensors, Journal Name: ACS Sensors Journal Issue: 11 Vol. 9; ISSN 2379-3694

Publisher:: American Chemical SocietyCopyright Statement

Country of Publication:: United States

Language:: English

References (28)

Multiway calibration. Multilinear PLS Bro, Rasmus Journal of Chemometrics, Vol. 10, Issue 1 https://doi.org/10.1002/(SICI)1099-128X(199601)10:1<47::AID-CEM400>3.0.CO;2-C	journal	January 1996
Canonical partial least squares and continuum power regression Jong, Sijmen de; Wise, Barry M.; Ricker, N. Lawrence Journal of Chemometrics, Vol. 15, Issue 2 https://doi.org/10.1002/1099-128X(200102)15:2<85::AID-CEM601>3.0.CO;2-9	journal	January 2000
The PLS model space revisited Wold, Svante; Høy, Martin; Martens, Harald Journal of Chemometrics, Vol. 23, Issue 2 https://doi.org/10.1002/cem.1171	journal	February 2009
Direct uranium enrichment assay in gaseous uranium hexafluoride with laser induced breakdown spectroscopy Chan, George C. -Y.; Mao, Xianglei; Martin, Leigh R. Journal of Radioanalytical and Nuclear Chemistry, Vol. 331, Issue 3 https://doi.org/10.1007/s10967-022-08215-2	journal	February 2022
Capability of detection of an analytical method evaluating false positive and false negative (ISO 11843) with partial least squares Ortiz, M. C.; Sarabia, L. A.; Herrero, A. Chemometrics and Intelligent Laboratory Systems, Vol. 69, Issue 1-2 https://doi.org/10.1016/S0169-7439(03)00110-2	journal	November 2003
Deep calibration transfer: Transferring deep learning models between infrared spectroscopy instruments Mishra, Puneet; Passos, Dário Infrared Physics & Technology, Vol. 117 https://doi.org/10.1016/j.infrared.2021.103863	journal	September 2021
Advanced Process Monitoring Safeguards Technologies at Pacific Northwest National Laboratory Schwantes, J. M.; Bryan, S. A.; Orton, C. R. Procedia Chemistry, Vol. 7 https://doi.org/10.1016/j.proche.2012.10.109	journal	January 2012
Leveraging visible and near-infrared spectroelectrochemistry to calibrate a robust model for Vanadium(IV/V) in varying nitric acid and temperature levels Andrews, Hunter B.; Sadergaski, Luke R. Talanta, Vol. 259 https://doi.org/10.1016/j.talanta.2023.124554	journal	July 2023
Multivariate chemometric methods and Vis-NIR spectrophotometry for monitoring plutonium-238 anion exchange column effluent in a radiochemical hot cell Sadergaski, Luke R.; Myhre, Kristian G.; Delmau, Laetitia H. Talanta Open, Vol. 5 https://doi.org/10.1016/j.talo.2022.100120	journal	August 2022
Deep learning for near-infrared spectral data modelling: Hypes and benefits Mishra, Puneet; Passos, Dário; Marini, Federico TrAC Trends in Analytical Chemistry, Vol. 157 https://doi.org/10.1016/j.trac.2022.116804	journal	December 2022
Automated Online-Sampling Multidimensional Liquid Chromatography with Feedback-Control Capability as a Framework for Real-Time Monitoring of mAb Critical Quality Attributes in Multiple Bioreactors Dunn, Zachary D.; Bohman, Patrick; Quinteros, Alexis Analytical Chemistry, Vol. 95, Issue 49 https://doi.org/10.1021/acs.analchem.3c03528	journal	November 2023
Comparing Sensor Fusion and Multimodal Chemometric Models for Monitoring U(VI) in Complex Environments Representative of Irradiated Nuclear Fuel Sadergaski, Luke R.; Andrews, Hunter B.; Wilson, Brandon A. Analytical Chemistry, Vol. 96, Issue 4 https://doi.org/10.1021/acs.analchem.3c04911	journal	January 2024
Quantification of Hydrogen Isotopes Utilizing Raman Spectroscopy Paired with Chemometric Analysis for Application across Multiple Systems Felmy, Heather M.; Cox, Richard M.; Espley, Alyssa F. Analytical Chemistry, Vol. 96, Issue 18, p. 7220-7230 https://doi.org/10.1021/acs.analchem.4c00802	journal	April 2024
On-Line Monitoring of Gas-Phase Molecular Iodine Using Raman and Fluorescence Spectroscopy Paired with Chemometric Analysis Felmy, Heather M.; Clifford, Andrew J.; Medina, Adan Schafer Environmental Science & Technology, Vol. 55, Issue 6 https://doi.org/10.1021/acs.est.0c06137	journal	January 2021
Leveraging Calibration Transfer Techniques for Remote Monitoring of Samarium and Europium in LiCl Using Laser-Induced Florescence Spectroscopy for Radioisotope Production Applications Andrews, Hunter B.; Moon, Jisue; Sadergaski, Luke R. Industrial & Engineering Chemistry Research, Vol. 63, Issue 25, p. 11082-11089 https://doi.org/10.1021/acs.iecr.4c01148	journal	June 2024
Online, Real-Time Analysis of Highly Complex Processing Streams: Quantification of Analytes in Hanford Tank Sample Lines, A. M.; Tse, P.; Felmy, H. M. Industrial & Engineering Chemistry Research, Vol. 58, Issue 47 https://doi.org/10.1021/acs.iecr.9b03636	journal	October 2019
Practical Guide to Chemometric Analysis of Optical Spectroscopic Data Lackey, Hope E.; Sell, Rachel L.; Nelson, Gilbert L. Journal of Chemical Education, Vol. 100, Issue 7 https://doi.org/10.1021/acs.jchemed.2c01112	journal	June 2023
Design of Experiments, Chemometrics, and Raman Spectroscopy for the Quantification of Hydroxylammonium, Nitrate, and Nitric Acid Sadergaski, Luke R.; Hager, Travis J.; Andrews, Hunter B. ACS Omega, Vol. 7, Issue 8 https://doi.org/10.1021/acsomega.1c07111	journal	February 2022
Pursuit of the Ultimate Regression Model for Samarium(III), Europium(III), and LiCl Using Laser-Induced Fluorescence, Design of Experiments, and a Genetic Algorithm for Feature Selection Andrews, Hunter B.; Sadergaski, Luke R.; Cary, Samantha K. ACS Omega, Vol. 8, Issue 2 https://doi.org/10.1021/acsomega.2c06610	journal	January 2023
Machine learning enhanced spectroscopic analysis: towards autonomous chemical mixture characterization for rapid process optimization Angulo, Andrea; Yang, Lankun; Aydil, Eray S. Digital Discovery, Vol. 1, Issue 1 https://doi.org/10.1039/D1DD00027F	journal	January 2022
A Piecewise Local Partial Least Squares (PLS) Method for the Quantitative Analysis of Plutonium Nitrate Solutions Lascola, Robert; O’Rourke, Patrick E.; Kyser, Edward A. Applied Spectroscopy, Vol. 71, Issue 12 https://doi.org/10.1177/0003702817734000	journal	October 2017
A Review of Calibration Transfer Practices and Instrument Differences in Spectroscopy Workman, Jerome J. Applied Spectroscopy, Vol. 72, Issue 3 https://doi.org/10.1177/0003702817736064	journal	October 2017
Chemometrics and Experimental Design for the Quantification of Nitrate Salts in Nitric Acid: Near-Infrared Spectroscopy Absorption Analysis Sadergaski, Luke R.; Toney, Gretchen K.; Delmau, Laetitia H. Applied Spectroscopy, Vol. 75, Issue 9 https://doi.org/10.1177/0003702820987281	journal	January 2021
Monitoring Noble Gases (Xe and Kr) and Aerosols (Cs and Rb) in a Molten Salt Reactor Surrogate Off-Gas Stream Using Laser-Induced Breakdown Spectroscopy (LIBS) Andrews, Hunter B.; McFarlane, Joanna; Myhre, Kristian G. Applied Spectroscopy, Vol. 76, Issue 8 https://doi.org/10.1177/00037028221088625	journal	May 2022
Comparing Designed Training Sets to Optimize Multivariate Regression Models for Pr, Nd, and Nitric Acid Using Spectrophotometry Sadergaski, Luke R.; Andrews, Hunter B.; Rai, David Applied Spectroscopy Practica, Vol. 2, Issue 1 https://doi.org/10.1177/27551857241243083	journal	March 2024
Spectroscopic monitoring of spent nuclear fuel reprocessing streams: an evaluation of spent fuel solutions via Raman, visible, and near-infrared spectroscopy Bryan, S. A.; Levitskaia, Tatiana G.; Johnsen, A. M. Radiochimica Acta, Vol. 99, Issue 9 https://doi.org/10.1524/ract.2011.1865	journal	September 2011
Microfluidic Mixing: A Review Lee, Chia-Yen; Chang, Chin-Lung; Wang, Yao-Nan International Journal of Molecular Sciences, Vol. 12, Issue 5 https://doi.org/10.3390/ijms12053263	journal	May 2011
Separation of Lanthanide Isotopes from Mixed Fission Product Samples Arrigo, Leah M.; Jiang, Jun; Finch, Zachary S. Separations, Vol. 8, Issue 7 https://doi.org/10.3390/separations8070104	journal	July 2021

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