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 |
|---|---|---|---|
| Curated Data Set Detail Description.pdf | 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 | Open resource | |
| Curated Fault Experiment Dataset.zip | ZIP | 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. | Open resource |
| Representing Small Commercial Building Faults in EnergyPlus Part II - Model Validation | HTML | Reference paper for Curated Fault Experiment Dataset. | Open resource |