Comprehensive Dataset for Fault Detection and Diagnosis in Inverter-Driven PMSM Systems
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下载链接:
https://zenodo.org/record/13974502
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资源简介:
# New in Version 3.0 The dataset has been reorganized for improved accessibility and clarity:
/code: Contains all source code (C++ and Python) for data acquisition and processing
/metadata: Contains sensor specifications and fault definitions
/processed_data: Contains the processed and derived features
/raw_data: Contains:
Raw sensor measurements
Fault scenario data
Normal operation data
Thermistor calibration data
/visualizations: Contains data visualization outputs
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
创建时间:
2025-01-23



