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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

National Renewable Energy Laboratory. (2019). Curated Modeled Fault Data Set [data set]. Retrieved from https://dx.doi.org/10.25984/1862681.
Export Citation to RIS
Kim, Janghyun, Leach, Matt. Curated Modeled Fault Data Set. United States: N.p., 24 Jun, 2019. Web. doi: 10.25984/1862681.
Kim, Janghyun, Leach, Matt. Curated Modeled Fault Data Set. United States. https://dx.doi.org/10.25984/1862681
Kim, Janghyun, Leach, Matt. 2019. "Curated Modeled Fault Data Set". United States. https://dx.doi.org/10.25984/1862681. https://data.openei.org/submissions/908.
@div{oedi_908, title = {Curated Modeled Fault Data Set}, author = {Kim, Janghyun, 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}, doi = {10.25984/1862681}, url = {https://data.openei.org/submissions/908}, journal = {}, number = , volume = , place = {United States}, year = {2019}, month = {06}}
https://dx.doi.org/10.25984/1862681

Details

Data from Jun 24, 2019

Last updated Apr 12, 2022

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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