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Comprehensive Dataset for Fault Detection and Diagnosis in Inverter-Driven PMSM Systems

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Zenodo2025-01-23 更新2026-05-26 收录
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https://zenodo.org/doi/10.5281/zenodo.13974502
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# 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
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Zenodo
创建时间:
2024-10-22
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