4.3 GB of thermal recordings from controlled laboratory experiments on high-impedance faults in medium-voltage covered conductors. Diogo Biasuz Dahlke created the dataset, which includes thermal video files (MP4) and native radiometric files (HRV) capturing temperature evolution during fault initiation. The dataset was last updated on 2026-05-05.
Use Cases
- Training machine vision models for fault detection based on thermal video files
- Analyzing temperature evolution patterns during fault initiation based on radiometric data
- Developing multimodal fault analysis systems based on alignment with electrical measurements
- Studying the impact of surface material and moisture on fault behavior based on controlled experimental conditions
Strengths
- 4.3 GB dataset size provides substantial thermal video and radiometric data
- Includes both MP4 video files and native HRV radiometric files for qualitative and quantitative analysis
- Recordings are associated with experimentally controlled conditions including variations in conductor configuration and surface material
Limitations
- Column-level documentation is absent; field semantics must be inferred after download
- Row count is unknown, which may limit suitability assessment
Provenance
- Source
- figshare
- Collection Method
- Controlled laboratory experiments using a Hikmicro Pocket2 infrared camera in a high-voltage laboratory.
- Freshness
- Last updated 2026-05-05 00:36:15