Transient Data Library of Solar Grid Integrated Distributed System

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.

Resources

Name Format Description Link
21 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. https://github.com/yuqingdong0/Transient-Data-for-OEDI/tree/main/Simulation%20Data
21 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. https://github.com/fllseu/IBR-Data-for-Stability
21 Docker image for transient use case demo https://hub.docker.com/r/liub725/oedi-transient-demo

Tags

  • data
  • processed-data
  • pv
  • solar
  • distributed-system
  • oedi
  • oedi-si
  • event-detection
  • pv-data
  • power
  • gadal
  • code
  • transient-event
  • algorithms
  • energy
  • systems-integration

Topics

Categories