Data for "Rapid monitoring of fermentations – a feasibility study on biological 2,3-butanediol production"
Resources
7 resources available
-
NIR Spectra and corresponding analytical data used to build and test the laboratory grade at-line models.
APPLICATION/OCTET-STREAM -
Mock material spectra and corresponding compositional analysis collected using laboratory grade at-line sampling configuration
APPLICATION/OCTET-STREAM -
Standard material spectra and corresponding compositional analysis collected using laboratory grade at-line sampling configuration
APPLICATION/OCTET-STREAM -
Water and Standard Spectra Standard collected using low cost grade at-line sampling configuration for spectral noise analysis
APPLICATION/OCTET-STREAM -
Water and Standard Spectra Standard collected using laboratory grade at-line sampling configuration for spectral noise analysis
APPLICATION/OCTET-STREAM -
NIR Spectra and corresponding analytical data used to build and test the laboratory grade on-line models.
APPLICATION/OCTET-STREAM -
NIR data and corresponding analytical data used to build and test the low cost grade at-line models.
APPLICATION/OCTET-STREAM
Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | public |
| bureauCode |
[
"019:20"
]
|
| contactPoint |
{
"fn": "Zofia Tillman",
"@type": "vcard:Contact",
"hasEmail": "mailto:Zofia.Tillman@nrel.gov"
}
|
| dataQuality |
true
|
| description | Raw data associated with the manuscript, "Rapid monitoring of fermentations – a feasibility study on biological 2,3-butanediol production" |
| distribution |
[
{
"@type": "dcat:Distribution",
"title": "NIR Spectra and corresponding analytical data used to build and test the laboratory grade at-line models.",
"accessURL": "https://data.nrel.gov/system/files/285/1748632448-laboratoryatline_ringcup_fulldata.xlsx",
"mediaType": "application/octet-stream",
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},
{
"@type": "dcat:Distribution",
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"mediaType": "application/octet-stream",
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},
{
"@type": "dcat:Distribution",
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"mediaType": "application/octet-stream",
"description": "Standard material spectra and corresponding compositional analysis collected using laboratory grade at-line sampling configuration"
},
{
"@type": "dcat:Distribution",
"title": "Water and Standard Spectra Standard collected using low cost grade at-line sampling configuration for spectral noise analysis",
"accessURL": "https://data.nrel.gov/system/files/285/1748632448-laboratorygradeatline_ringcup_controlsforspectralnoiseanalysis_0.xlsx",
"mediaType": "application/octet-stream",
"description": "Water and Standard Spectra Standard collected using low cost grade at-line sampling configuration for spectral noise analysis"
},
{
"@type": "dcat:Distribution",
"title": "Water and Standard Spectra Standard collected using laboratory grade at-line sampling configuration for spectral noise analysis",
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"mediaType": "application/octet-stream",
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},
{
"@type": "dcat:Distribution",
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"mediaType": "application/octet-stream",
"description": "NIR Spectra and corresponding analytical data used to build and test the laboratory grade on-line models."
},
{
"@type": "dcat:Distribution",
"title": "NIR data and corresponding analytical data used to build and test the low cost grade at-line models.",
"accessURL": "https://data.nrel.gov/system/files/285/1748632448-lowcostatline_ringcup_fulldata.xlsx",
"mediaType": "application/octet-stream",
"description": "NIR data and corresponding analytical data used to build and test the low cost grade at-line models."
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]
|
| identifier | https://data.openei.org/submissions/8459 |
| issued | 2025-07-18T22:45:02Z |
| keyword |
[
"2,3-BDO",
"Chemometrics",
"Fermentation Monitoring",
"NIR Spectroscopy",
"Partial Least Squares Regression",
"Process Analytical Chemistry"
]
|
| landingPage | https://data.nrel.gov/submissions/285 |
| license | https://creativecommons.org/licenses/by/4.0/ |
| modified | 2025-07-22T21:32:54Z |
| programCode |
[
"019:000",
"019:005"
]
|
| projectNumber | DE-AC36-08GO28308 |
| projectTitle | |
| publisher |
{
"name": "National Renewable Energy Laboratory",
"@type": "org:Organization"
}
|
| title | Data for "Rapid monitoring of fermentations – a feasibility study on biological 2,3-butanediol production" |
