Data · dataset · 2026
Distribution Network Fault Simulation Dataset for Novel Power Systems
Listed in ScienceDB
This dataset was generated through simulations on the MATLAB/SIMULINK platform, based on the IEEE 33-bus distribution network model integrated with two wind-based distributed generators.
Description
The simulation covers 32 fault locations, 10 fault types (including single-phase-to-ground faults, two-phase short circuits, two-phase-to-ground short circuits, and three-phase short circuits), 7 transition resistance values (ranging from 0.01 Ω to 2000 Ω), and 6 randomly generated fault inception angles (ranging from 1° to 180°).
For each fault event, three-phase currents, three-phase voltages, and zero-sequence voltages over one week before and after the fault were collected as raw features, resulting in a total of 13,440 samples. This dataset is suitable for research tasks such as distribution network fault recognition, deep learning model training, and condition monitoring in novel power systems.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.43831 ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Simulation 75%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.43831 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[method].local:method:simulation | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/rights |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |