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Curated Modeled Fault Data Set

Publicly accessible License 

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 -
Export Citation to RIS
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: 2025-04-28}, 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

Janghyun Kim

National Renewable Energy Laboratory

Matt Leach

National Renewable Energy Laboratory

Research Areas

DOE Project Details

Project Name An Open, Cloud-Based Platform for Whole-Building Fault Detection and Diagnostics

Project Number FY16 AOP 3.2.6.18

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