Datasets › Centrifugal Pump Fault Detection
Centrifugal Pump Fault Detection
Dataset Overview
The dataset used for training and testing consists of vibration signals for six pump conditions:
| Fault Type | Training Samples | Testing Samples | Flow Range (L/min) |
|---|---|---|---|
| Healthy | 1460 | 360 | 170 - 220 |
| Low Flow Rate | 1120 | 280 | 80 - 120 |
| Cavitation | 1440 | 360 | 120 - 170 |
| Major Defect | 1440 | 360 | 150 - 200 |
| Minor Defect | 1040 | 360 | 130 - 160 |
| Crack | 1280 | 320 | 150 - 200 |
Benchmarks archive 2025-07-28
No leaderboard in the archive resolves to this dataset.
Papers archive 2025-07-28
No paper in the archive has a leaderboard row on this dataset; the archive counts 1 paper for it but never published that list.
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
No licence recorded in the archive. Absence here is not a statement about the dataset's terms.
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- Centrifugal Pump Fault Detection
1 variant name, as the archive lists them.
Report a problem or propose a change · a person checks every report against the paper or source before anything changes; decisions are listed on /corrections