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

Data and Resources

Field Value
DOI 10.25984/1862682
accessLevel public
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dataQuality true
identifier https://data.openei.org/submissions/909
issued 2019-09-24T06:00:00Z
landingPage https://data.openei.org/submissions/909
license https://creativecommons.org/licenses/by/4.0/
modified 2022-04-12T19:26:51Z
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programCode {019:002}
projectNumber FY19 AOP 3.2.6.18
projectTitle An Open, Cloud-Based Platform for Whole-Building Fault Detection and Diagnostics
publisher National Renewable Energy Laboratory
resource-type Dataset
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Groups
  • AmeriGEOSS
  • National Provider
  • North America
Tags
  • afdd
  • amerigeo
  • amerigeoss
  • building
  • building-efficiency
  • building-energy
  • building-faults
  • building-performance
  • buildings
  • ckan
  • commercial
  • energy
  • energy-efficiency
  • energyplus
  • experiment
  • fault
  • geo
  • geoss
  • hvac
  • national
  • north-america
  • united-states
isopen True
license_id cc-by
license_title Creative Commons Attribution
license_url http://www.opendefinition.org/licenses/cc-by
maintainer Janghyun Kim
maintainer_email Janghyun.Kim@nrel.gov
metadata_created 2025-11-21T01:02:41.836948
metadata_modified 2025-11-21T01:02:41.836952
notes 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
num_resources 3
num_tags 22
title Curated Test Fault Data Set