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

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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
A2  - Peterson
A3  - Dowe
A4  - Wolfrum
A5  - Conner
A6  - Anderson
A7  - Rohrer
A8  - Nelson
A9  - Wachter
A10  - Spiller
A11  - Schwartz
DB  - Open Energy Data Initiative (OEDI)
DP  - Open EI | National Renewable Energy Laboratory
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, 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.nrel.gov/submissions/285.

Tillman, Peterson, Dowe, Wolfrum, Conner, Anderson, Rohrer, Nelson, Wachter, Spiller, & Schwartz. (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.nrel.gov/submissions/285

Tillman, Peterson, Dowe, Wolfrum, Conner, Anderson, Rohrer, Nelson, Wachter, Spiller, and 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.nrel.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 and Peterson and Dowe and Wolfrum and Conner and Anderson and Rohrer and Nelson and Wachter and Spiller and Schwartz},
abstractNote = {Raw data associated with the manuscript, "Rapid monitoring of fermentations ? a feasibility study on biological 2,3-butanediol production"},
url = {https://data.nrel.gov/submissions/285},
year = {2025},
howpublished = {NREL, National Renewable Energy Laboratory, https://data.nrel.gov/submissions/285},
note = {Accessed: 2025-07-23}
}

Details

Data from Jul 18, 2025

Last updated Jul 22, 2025

Submitted Jul 18, 2025