Related Datasets

Data for "Rapid monitoring of fermentations ? a feasibility study on biological 2,3-butanediol production"

Publicly accessible License

Raw data associated with the manuscript, "Rapid monitoring of fermentations ? a feasibility study on biological 2,3-butanediol production"

Mock material spectra and corresponding compositional analysis collected using laboratory grade at-line sampling configuration

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NIR Spectra and corresponding analytical data used to build and test the laboratory grade at-line models.

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NIR Spectra and corresponding analytical data used to build and test the laboratory grade on-line models.

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NIR data and corresponding analytical data used to build and test the low cost grade at-line models.

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Standard material spectra and corresponding compositional analysis collected using laboratory grade at-line sampling configuration

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Water and Standard Spectra Standard collected using laboratory grade at-line sampling configuration for spectral noise analysis

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Water and Standard Spectra Standard collected using low cost grade at-line sampling configuration for spectral noise analysis

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Citation Formats

TY  - DATA
AB  - Raw data associated with the manuscript, "Rapid monitoring of fermentations – a feasibility study on biological 2,3-butanediol production"
AU  - Tillman, Zofia
A2  - Peterson, Darren
A3  - Dowe, Nancy
A4  - Wolfrum, Ed
A5  - Conner, Jessica
A6  - Anderson, Jack
A7  - Rohrer, Holly
A8  - Nelson, Robert
A9  - Wachter, Benton 
A10  - Spiller, Ryan
A11  - Schwartz, Alexa
DB  - Open Energy Data Initiative (OEDI)
DP  - Open EI | National Laboratory of the Rockies
DO  - 
KW  - NIR Spectroscopy
KW  - Fermentation Monitoring
KW  - Process Analytical Chemistry
KW  - 2,3-BDO
KW  - Chemometrics
KW  - Partial Least Squares Regression
LA  - English
DA  - 2025/07/18
PY  - 2025
PB  - National Renewable Energy Laboratory
T1  - Data for "Rapid monitoring of fermentations – a feasibility study on biological 2,3-butanediol production"
UR  - https://data.openei.org/submissions/8459
ER  -

Export Citation to RIS

Tillman, Zofia, et al. Data for "Rapid monitoring of fermentations ? a feasibility study on biological 2,3-butanediol production". National Renewable Energy Laboratory, 18 July, 2025, NREL. https://data.nlr.gov/submissions/285.

Tillman, Z., Peterson, D., Dowe, N., Wolfrum, E., Conner, J., Anderson, J., Rohrer, H., Nelson, R., Wachter, B., Spiller, R., & Schwartz, A. (2025). Data for "Rapid monitoring of fermentations ? a feasibility study on biological 2,3-butanediol production". [Data set]. NREL. National Renewable Energy Laboratory. https://data.nlr.gov/submissions/285

Tillman, Zofia, Darren Peterson, Nancy Dowe, Ed Wolfrum, Jessica Conner, Jack Anderson, Holly Rohrer, Robert Nelson, Benton  Wachter, Ryan Spiller, and Alexa Schwartz. Data for "Rapid monitoring of fermentations ? a feasibility study on biological 2,3-butanediol production". National Renewable Energy Laboratory, July, 18, 2025.  Distributed by NREL. https://data.nlr.gov/submissions/285

@misc{OEDI_Dataset_8459,
title = {Data for "Rapid monitoring of fermentations ? a feasibility study on biological 2,3-butanediol production"},
author = {Tillman, Zofia and Peterson, Darren and Dowe, Nancy and Wolfrum, Ed and Conner, Jessica and Anderson, Jack and Rohrer, Holly and Nelson, Robert and Wachter, Benton  and Spiller, Ryan and Schwartz, Alexa},
abstractNote = {Raw data associated with the manuscript, "Rapid monitoring of fermentations ? a feasibility study on biological 2,3-butanediol production"},
url = {https://data.nlr.gov/submissions/285},
year = {2025},
howpublished = {NREL, National Renewable Energy Laboratory, https://data.nlr.gov/submissions/285},
note = {Accessed: 2026-07-07}
}

Details

Data from Jul 18, 2025

Last updated Mar 12, 2026

Submitted Jul 18, 2025