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
Citation Formats
TY - DATA
AB - 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
AU - Kim, Janghyun
A2 - Leach, Matt
A3 - Im, Piljae
DB - Open Energy Data Initiative (OEDI)
DP - Open EI | National Renewable Energy Laboratory
DO - 10.25984/1862682
KW - AFDD
KW - building
KW - commercial
KW - experiment
KW - fault
KW - energy
KW - EnergyPlus
KW - buildings
KW - building energy
KW - building efficiency
KW - energy efficiency
KW - building faults
KW - building performance
KW - HVAC
LA - English
DA - 2019/09/24
PY - 2019
PB - National Renewable Energy Laboratory
T1 - Curated Test Fault Data Set
UR - https://doi.org/10.25984/1862682
ER -
Kim, Janghyun, et al. Curated Test Fault Data Set. National Renewable Energy Laboratory, 24 September, 2019, Open Energy Data Initiative (OEDI). https://doi.org/10.25984/1862682.
Kim, J., Leach, M., & Im, P. (2019). Curated Test Fault Data Set. [Data set]. Open Energy Data Initiative (OEDI). National Renewable Energy Laboratory. https://doi.org/10.25984/1862682
Kim, Janghyun, Matt Leach, and Piljae Im. Curated Test Fault Data Set. National Renewable Energy Laboratory, September, 24, 2019. Distributed by Open Energy Data Initiative (OEDI). https://doi.org/10.25984/1862682
@misc{OEDI_Dataset_909,
title = {Curated Test Fault Data Set},
author = {Kim, Janghyun and Leach, Matt and Im, Piljae},
abstractNote = {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
},
url = {https://data.openei.org/submissions/909},
year = {2019},
howpublished = {Open Energy Data Initiative (OEDI), National Renewable Energy Laboratory, https://doi.org/10.25984/1862682},
note = {Accessed: 2025-05-28},
doi = {10.25984/1862682}
}
https://dx.doi.org/10.25984/1862682
Details
Data from Sep 24, 2019
Last updated Apr 12, 2022
Submitted Sep 24, 2019
Organization
National Renewable Energy Laboratory
Contact
Janghyun Kim
Authors
Research Areas
Keywords
AFDD, building, commercial, experiment, fault, energy, EnergyPlus, buildings, building energy, building efficiency, energy efficiency, building faults, building performance, HVACDOE Project Details
Project Name An Open, Cloud-Based Platform for Whole-Building Fault Detection and Diagnostics
Project Number FY19 AOP 3.2.6.18
