Data Sets for Evaluation of Building Fault Detection and Diagnostics Algorithms
This documentation and dataset can be used to test the performance of automated fault detection and diagnostics algorithms for buildings. The dataset was created by LBNL, PNNL, NREL, ORNL and ASHRAE RP-1312 (Drexel University). It includes data for air-handling units and rooftop units simulated with PNNL's large office building model.
Resources
2 resources available
-
Inventory of Data Sets for AFDD Evaluation.pdf
PDF -
Data Sets for AFDD Evauluation of Building FDD Algorithms.zip
ZIP
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Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | public |
| bureauCode |
[
"019:20"
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| contactPoint |
{
"fn": "Guanjing Lin",
"@type": "vcard:Contact",
"hasEmail": "mailto:GJLin@lbl.gov"
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|
| dataQuality |
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|
| description | This documentation and dataset can be used to test the performance of automated fault detection and diagnostics algorithms for buildings. The dataset was created by LBNL, PNNL, NREL, ORNL and ASHRAE RP-1312 (Drexel University). It includes data for air-handling units and rooftop units simulated with PNNL's large office building model. |
| distribution |
[
{
"@type": "dcat:Distribution",
"title": "Inventory of Data Sets for AFDD Evaluation.pdf",
"format": "pdf",
"mediaType": "application/pdf",
"description": "This document provides an inventory and associated documentation of automated fault detection and diagnostics (AFDD) testing data sets created by LBNL, PNNL, NREL/ORNL, and Drexel university. This document also contains the details for each of the datasets in the zip file.",
"downloadURL": "https://data.openei.org/files/910/lbnldatasynthesisinventory.pdf"
},
{
"@type": "dcat:Distribution",
"title": "Data Sets for AFDD Evauluation of Building FDD Algorithms.zip",
"format": "zip",
"mediaType": "application/zip",
"description": "This is a zip file of the CSV files that accompany the documentation for the automated fault detection and diagnostics (AFDD) testing data sets created by LBNL, PNNL, NREL/ORNL, and ASHRAE RP-1312 (Drexel University). ",
"downloadURL": "https://data.openei.org/files/910/Data%20Sets%20for%20AFDD%20Evauluation%20of%20Building%20FDD%20Algorithms.zip"
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|
| DOI | 10.25984/1824861 |
| identifier | https://data.openei.org/submissions/910 |
| issued | 2019-02-26T07:00:00Z |
| keyword |
[
"AHU",
"Commercial Buildings",
"EnergyPlus",
"Fault Detection and Diagnostics",
"HVAC",
"VAV",
"air conditioning",
"air handling unit",
"building",
"building energy",
"building performance",
"cooling",
"energy",
"heating",
"model",
"raw data",
"rooftop units",
"simulation"
]
|
| landingPage | https://data.openei.org/submissions/910 |
| license | https://creativecommons.org/licenses/by/4.0/ |
| modified | 2021-10-15T15:07:50Z |
| programCode |
[
"019:000",
"019:002"
]
|
| projectNumber | FY17 AOP 3.2.6.1 |
| projectTitle | Automated Fault Detection and Diagnostics Data Curation and Benchmarking |
| publisher |
{
"name": "Lawrence Berkeley National Laboratory",
"@type": "org:Organization"
}
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|
| title | Data Sets for Evaluation of Building Fault Detection and Diagnostics Algorithms |
