Curated Modeled Fault Data Set

Published by National Renewable Energy Laboratory | Department of Energy | Metadata Last Checked: January 23, 2026 | Last Modified: 2024-06-18T15:24:07Z

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

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Complete Metadata

bureauCode	[ "019:20" ]
dataQuality	true
DOI	10.25984/1862681
identifier	https://data.openei.org/submissions/908
issued	2019-06-24T06:00:00Z
landingPage	https://data.openei.org/submissions/908
programCode	[ "019:002" ]
projectNumber	FY16 AOP 3.2.6.18
projectTitle	An Open, Cloud-Based Platform for Whole-Building Fault Detection and Diagnostics
spatial	{"type":"Polygon","coordinates":[[[-84.26689453124999,35.78561289595972],[-83.64280507812498,35.78561289595972],[-83.64280507812498,36.220323337721545],[-84.26689453124999,36.220323337721545],[-84.26689453124999,35.78561289595972]]]}