Curated Modeled Fault Data Set
The curated fault model simulation data set consists of tagged and fully-described time series representing simulated faults for the AFDD test building (ORNLs Flexible Research Platform (FRP)), including baseline performance, faulty performance, and corresponding energy impact. A total of 26 fault models are considered for 99 simulation scenarios with various fault intensity levels.
Additional Contacts:
Principal investigator: Matt Leach Matt.Leach@nrel.gov
Simulation performer: Janghyun Kim Janghyun.Kim@nrel.gov
Citation Formats
TY - DATA
AB - The curated fault model simulation data set consists of tagged and fully-described time series representing simulated faults for the AFDD test building (ORNLs Flexible Research Platform (FRP)), including baseline performance, faulty performance, and corresponding energy impact. A total of 26 fault models are considered for 99 simulation scenarios with various fault intensity levels.
Additional Contacts:
Principal investigator: Matt Leach Matt.Leach@nrel.gov
Simulation performer: Janghyun Kim Janghyun.Kim@nrel.gov
AU - Kim, Janghyun
A2 - Leach, Matt
DB - Open Energy Data Initiative (OEDI)
DP - Open EI | National Renewable Energy Laboratory
DO - 10.25984/1862681
KW - AFDD
KW - building
KW - commercial
KW - fault
KW - simulation
KW - model
KW - building energy
KW - building energy efficiency
KW - energy efficiency
KW - buildings
KW - EnergyPlus
LA - English
DA - 2019/06/24
PY - 2019
PB - National Renewable Energy Laboratory
T1 - Curated Modeled Fault Data Set
UR - https://doi.org/10.25984/1862681
ER -
Kim, Janghyun, and Matt Leach. Curated Modeled Fault Data Set. National Renewable Energy Laboratory, 24 June, 2019, Open Energy Data Initiative (OEDI). https://doi.org/10.25984/1862681.
Kim, J., & Leach, M. (2019). Curated Modeled Fault Data Set. [Data set]. Open Energy Data Initiative (OEDI). National Renewable Energy Laboratory. https://doi.org/10.25984/1862681
Kim, Janghyun and Matt Leach. Curated Modeled Fault Data Set. National Renewable Energy Laboratory, June, 24, 2019. Distributed by Open Energy Data Initiative (OEDI). https://doi.org/10.25984/1862681
@misc{OEDI_Dataset_908,
title = {Curated Modeled Fault Data Set},
author = {Kim, Janghyun and Leach, Matt},
abstractNote = {The curated fault model simulation data set consists of tagged and fully-described time series representing simulated faults for the AFDD test building (ORNLs Flexible Research Platform (FRP)), including baseline performance, faulty performance, and corresponding energy impact. A total of 26 fault models are considered for 99 simulation scenarios with various fault intensity levels.
Additional Contacts:
Principal investigator: Matt Leach Matt.Leach@nrel.gov
Simulation performer: Janghyun Kim Janghyun.Kim@nrel.gov},
url = {https://data.openei.org/submissions/908},
year = {2019},
howpublished = {Open Energy Data Initiative (OEDI), National Renewable Energy Laboratory, https://doi.org/10.25984/1862681},
note = {Accessed: 2025-05-28},
doi = {10.25984/1862681}
}
https://dx.doi.org/10.25984/1862681
Details
Data from Jun 24, 2019
Last updated Jun 18, 2024
Submitted Jun 24, 2019
Organization
National Renewable Energy Laboratory
Contact
Janghyun Kim
Authors
Research Areas
Keywords
AFDD, building, commercial, fault, simulation, model, building energy, building energy efficiency, energy efficiency, buildings, EnergyPlusDOE Project Details
Project Name An Open, Cloud-Based Platform for Whole-Building Fault Detection and Diagnostics
Project Number FY16 AOP 3.2.6.18
