Transient Data Library of Solar Grid Integrated Distributed System
This submission contains an open-source library of transient events in distributed system with high solar PV. The library includes the collected data, related documents and scripts for loading the data. The data library is built for transient event detection and machine learning based analysis algorithm development. The data was collected via both field test and software simulation. The units for the data are included in the data file headers for each data series. A text editor or spreadsheet software, such as Excel, and Matlab is required to view the data.
Resources
3 resources available
-
IBR Data for Stability
HTML -
Transient Data from ATP Simulation
HTML -
Transient Demo Docker Image
HTML
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Complete Metadata
| @type | dcat:Dataset |
|---|---|
| accessLevel | public |
| bureauCode |
[
"019:20"
]
|
| contactPoint |
{
"fn": "Teja Kuruganti",
"@type": "vcard:Contact",
"hasEmail": "mailto:kurugantipv@ornl.gov"
}
|
| dataQuality |
true
|
| description | This submission contains an open-source library of transient events in distributed system with high solar PV. The library includes the collected data, related documents and scripts for loading the data. The data library is built for transient event detection and machine learning based analysis algorithm development. The data was collected via both field test and software simulation. The units for the data are included in the data file headers for each data series. A text editor or spreadsheet software, such as Excel, and Matlab is required to view the data. |
| distribution |
[
{
"@type": "dcat:Distribution",
"title": "IBR Data for Stability",
"format": "HTML",
"accessURL": "https://github.com/fllseu/IBR-Data-for-Stability",
"mediaType": "text/html",
"description": "Event 1: 0.1 Hz oscillation event. Real power, reactive power, and voltage measurement of 1 s interval for about 2 hours are presented.
Event 2: 19 Hz oscillation event. Real power, reactive power, and voltage voltage measurements of 0.02 s interval are presented."
},
{
"@type": "dcat:Distribution",
"title": "Transient Data from ATP Simulation",
"format": "HTML",
"accessURL": "https://github.com/yuqingdong0/Transient-Data-for-OEDI/tree/main/Simulation%20Data",
"mediaType": "text/html",
"description": "The data is simulated through IEEE 13 bus and IEEE 123 bus system in ATP-EMTP software. The ATP model is converted from OpenDSS model via CIMHub. The data format is in CSV or COMTRADE file."
},
{
"@type": "dcat:Distribution",
"title": "Transient Demo Docker Image",
"format": "HTML",
"accessURL": "https://hub.docker.com/r/liub725/oedi-transient-demo",
"mediaType": "text/html",
"description": "Docker image for transient use case demo"
}
]
|
| DOI | 10.25984/2228281 |
| identifier | https://data.openei.org/submissions/5805 |
| issued | 2022-11-10T07:00:00Z |
| keyword |
[
"PV",
"PV data",
"algorithms",
"code",
"data",
"distributed system",
"energy",
"event detection",
"gadal",
"oedi",
"oedi-si",
"power",
"processed data",
"solar",
"systems integration",
"transient event"
]
|
| landingPage | https://data.openei.org/submissions/5805 |
| license | https://creativecommons.org/licenses/by/4.0/ |
| modified | 2023-12-04T18:24:20Z |
| programCode |
[
"019:000",
"019:008"
]
|
| projectNumber |
"38408"
|
| projectTitle | OEDI - Solar Grid Integration Data and Analytics Library |
| publisher |
{
"name": "Oak Ridge National Laboratory",
"@type": "org:Organization"
}
|
| spatial |
"{"type":"Polygon","coordinates":[[[-180,-83],[180,-83],[180,83],[-180,83],[-180,-83]]]}"
|
| title | Transient Data Library of Solar Grid Integrated Distributed System |
