Published September 24, 2024
| Version v1.0.0
Dataset
Open
Comprehensive Dataset for Fault Detection and Diagnosis in Inverter-Driven PMSM Systems
- 1. Higher institut of maritime studies
- 2. école nationale supérieure d'électricité et de Mécanique
-
3.
University of Hassan II Casablanca
Description
This dataset contains multi-sensor measurements from an inverter-driven PMSM system under various fault conditions. It includes:
- 10,892 samples across 9 operational conditions
- 8 raw sensor measurements
- 15 derived features
- Data collected at 10 Hz sampling rate
- Fault scenarios including open-circuit, short-circuit, and overheating conditions
Keywords:
- PMSM
- Fault Detection
- Inverter Faults
- Motor Drive Systems
- Experimental Data
- Machine Learning
Files
PMSM-inverter-fault-diagnosis-1.0.0.zip
Files
(1.4 MB)
| Name | Size | Download all |
|---|---|---|
|
md5:e0acdb4a253217d2f8548f37bc67b783
|
1.4 MB | Preview Download |
Additional details
Software
- Repository URL
- https://github.com/bachaabdelkabir/PMSM-inverter-fault-diagnosis
- Programming language
- Python, C++