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

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

7 Data Resources
Name Size Type Resource Description History
laboratory grade at-line dataset 14.2 MB Data NIR Spectra and corresponding analytical data used to build and test the laboratory grade at-line models.
low cost grade at-line dataset 2.1 MB Data NIR data and corresponding analytical data used to build and test the low cost grade at-line models.
laboratory grade on-line dataset 127.3 MB Data NIR Spectra and corresponding analytical data used to build and test the laboratory grade on-line models.
laboratory grade at-line standard spectra 116 KB Data Standard material spectra and corresponding compositional analysis collected using laboratory grade at-line sampling configuration
laboratory grade at-line mock sample spectra 1.1 MB Data Mock material spectra and corresponding compositional analysis collected using laboratory grade at-line sampling configuration
low cost grade at-line control spectra 704 KB Data Water and Standard Spectra Standard collected using low cost grade at-line sampling configuration for spectral noise analysis
laboratory grade at-line control spectra 704 KB Data Water and Standard Spectra Standard collected using laboratory grade at-line sampling configuration for spectral noise analysis
Keywords
NIR Spectroscopy
Fermentation Monitoring
Process Analytical Chemistry
2,3-BDO
Chemometrics
Partial Least Squares Regression
Submitted
•  Jan  • 13 2025
National Renewable Energy Laboratory
Zofia Tillman
303-384-7305
Center 2800
Author Information
Zofia Tillman, National Renewable Energy Laboratory, ORCID iD: 0000-0002-1045-6867
Darren Peterson, National Renewable Energy Laboratory, ORCID iD: 0009-0001-5930-301X
Nancy Dowe, National Renewable Energy Laboratory, ORCID iD: 0000-0002-8909-6082
Ed Wolfrum, National Renewable Energy Laboratory, ORCID iD: 0000-0002-7361-8931
Jessica Conner, National Renewable Energy Laboratory
Jack Anderson, National Renewable Energy Laboratory
Holly Rohrer, National Renewable Energy Laboratory
Robert Nelson, National Renewable Energy Laboratory
Benton Wachter, National Renewable Energy Laboratory
Ryan Spiller, National Renewable Energy Laboratory
Alexa Schwartz, National Renewable Energy Laboratory
Cite This Dataset
Tillman, Zofia, Darren Peterson, Nancy Dowe, Ed Wolfrum, Jessica Conner, Jack Anderson, Holly Rohrer, Robert Nelson, Benton Wachter, Ryan Spiller, and Alexa Schwartz. 2025. "Data for "Rapid monitoring of fermentations – a feasibility study on biological 2,3-butanediol production"." NREL Data Catalog. Golden, CO: National Renewable Energy Laboratory. Last updated: July 22, 2025. DOI: 10.7799/2572585.
About This Dataset
285
10.7799/2572585
NREL/JA-2800-93496
Public
07/22/2025
DOE Project
Facilities
Biomass & Biosciences Research (BBR)
Funding Organization
Department of Energy (DOE)
Sponsoring Organization
USDOE Office of Energy Efficiency and Renewable Energy (EERE), Office of Sustainable Transportation. Bioenergy Technologies Office (BETO)
Research Areas
Bioenergy
Chemistry
License
View License
Digital Object Identifier
10.7799/2572585