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Curated Test Fault Data Set
The curated fault experiment data set consists of tagged and fully described time series representing measured faults from the AFDD test building (ORNLs Flexible Research Platform [FRP]), including baseline performance and faulty performance. A total of 10 different faults are tested for 49 different faulted and unfaulted scenarios with various fault intensity levels.
Additional Contacts:
Principal investigator: Matt Leach Matt.Leach@nrel.gov
Experiments coordinator: Piljae Im imp1@ornl.gov
Document preparation: Janghyun Kim Janghyun.Kim@nrel.gov
Resources
3 resources available
-
Representing Small Commercial Building Faults in EnergyPlus Part II - Model Validation
HTML -
Curated Data Set Detail Description.pdf
PDF -
Curated Fault Experiment Dataset.zip
ZIP
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Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | public |
| bureauCode |
[ "019:20" ] |
| contactPoint |
{ "fn": "Janghyun Kim", "@type": "vcard:Contact", "hasEmail": "mailto:Janghyun.Kim@nlr.gov" } |
| dataQuality |
true
|
| description | The curated fault experiment data set consists of tagged and fully described time series representing measured faults from the AFDD test building (ORNLs Flexible Research Platform [FRP]), including baseline performance and faulty performance. A total of 10 different faults are tested for 49 different faulted and unfaulted scenarios with various fault intensity levels. Additional Contacts: Principal investigator: Matt Leach Matt.Leach@nrel.gov Experiments coordinator: Piljae Im imp1@ornl.gov Document preparation: Janghyun Kim Janghyun.Kim@nrel.gov |
| distribution |
[ { "@type": "dcat:Distribution", "title": "Representing Small Commercial Building Faults in EnergyPlus Part II - Model Validation", "format": "HTML", "accessURL": "https://www.mdpi.com/2075-5309/9/12/239", "mediaType": "text/html", "description": "Reference paper for Curated Fault Experiment Dataset." }, { "@type": "dcat:Distribution", "title": "Curated Data Set Detail Description.pdf", "format": "pdf", "mediaType": "application/pdf", "description": "A detailed description of the data set. Includes a building description, the HVAC system used, control schemes, fault information, error, and other metadata useful for understanding the Curated Fault Experiment Dataset", "downloadURL": "https://data.openei.org/files/909/curateddatasetdetaildescription.pdf" }, { "@type": "dcat:Distribution", "title": "Curated Fault Experiment Dataset.zip", "format": "zip", "mediaType": "application/zip", "description": "The curated fault experiment data set consists of tagged and fully described time series representing measured faults from the AFDD test building (ORNL’s Flexible Research Platform [FRP]), including baseline performance and faulty performance. A total of 10 different faults are tested for 49 different faulted and unfaulted scenarios with various fault intensity levels. Refer to the description document for more details.", "downloadURL": "https://data.openei.org/files/909/dataset.zip" } ] |
| DOI | 10.25984/1862682 |
| identifier | https://data.openei.org/submissions/909 |
| issued | 2019-09-24T06:00:00Z |
| keyword |
[ "AFDD", "EnergyPlus", "HVAC", "building", "building efficiency", "building energy", "building faults", "building performance", "buildings", "commercial", "energy", "energy efficiency", "experiment", "fault" ] |
| landingPage | https://data.openei.org/submissions/909 |
| license | https://creativecommons.org/licenses/by/4.0/ |
| modified | 2022-04-12T19:26:51Z |
| programCode |
[ "019:002" ] |
| projectNumber | FY19 AOP 3.2.6.18 |
| projectTitle | An Open, Cloud-Based Platform for Whole-Building Fault Detection and Diagnostics |
| publisher |
{ "name": "National Renewable Energy Laboratory", "@type": "org:Organization" } |
| spatial |
"{"type":"Polygon","coordinates":[[[-84.26689453124999,35.830161536158506],[-83.67576406249998,35.830161536158506],[-83.67576406249998,36.220323337721545],[-84.26689453124999,36.220323337721545],[-84.26689453124999,35.830161536158506]]]}"
|
| title | Curated Test Fault Data Set |
