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Data · dataset · 2022

Vibration and Current Dataset of Three-Phase Permanent Magnet Synchronous Motors with Stator Faults

Listed in Teesside University Research Data Repository

This dataset provides vibration and motor current data for fault diagnosis of motor winding faults.

Description

Vibration data is acquired with a sampling frequency of 25.6 kHz, and current data is acquired with a sampling frequency of 100 kHz. In order to acquire the data, a testbed with motor winding faults was used. ---- Description of vibration file format ---- aaaaW_bb_cc_vibration_dddd.tdms : This file includes "dddd" short circuit fault vibration data of z-direction with "bb.cc" % severity acquired from the motor whose capacity is "aaaa" W. For examples, "1000W_0_00_vibration_interturn.tdms" means healthy inter-turn short circuit vibration data of z-direction acquired from the motor whose capacity is 1.0 kW and "1500W_5_70_vibration_intercoil.tdms" means coil-coil short circuit fault vibration data of z-direction with 5.70 % severity acquired from the motor whose capacity is 1.5 kW. ---- Description of motor current file format ---- aaaaW_bb_cc_current_dddd.tdms : This file includes "dddd" short circuit fault motor current data of three phases with "bb.cc" % severity acquired from the motor whose capacity is "aaaa" W. For examples, "1000W_0_00_current_interturn.tdms" means healthy inter-turn short circuit motor current data of three phases acquired from the motor whose capacity is 1.0 kW and "1500W_5_70_current_intercoil.tdms" means coil-coil short circuit fault motor current data of three phases with 5.70 % severity acquired from the motor whose capacity is 1.5 kW.

For more detailed information about this dataset, please check our article published in "Data in Brief". Title: Vibration and Current Dataset of Three-Phase Permanent Magnet Synchronous Motors with Stator Faults Link: sciencedirect.com/journal/data-in-brief

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Where it is published

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