Curated Test Fault Data Set

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

Resources

Name Format Description Link
33 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 https://data.openei.org/files/909/curateddatasetdetaildescription.pdf
21 Reference paper for Curated Fault Experiment Dataset. https://www.mdpi.com/2075-5309/9/12/239
57 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. https://data.openei.org/files/909/dataset.zip

Tags

  • hvac
  • energy-efficiency
  • experiment
  • building-efficiency
  • energyplus
  • buildings
  • building-energy
  • afdd
  • building-performance
  • building
  • fault
  • commercial
  • building-faults
  • energy

Topics

Categories