AC Motor Testbed under constant or varying speed (AC.z05)
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!!!!! IMPORTANT !!!!! This file is compressed into separate files (total 7 files; AC.z01, AC.z02, AC.z03, AC.z04, AC.z05, AC.z06, AC.zip), so you must extract them after securing all of the separate files below. Gather all of the data from the link below, store them in one folder, and then extract "AC.zip" them. A comprehensive fault dataset was constructed using a testbed composed of AC motors with different capacities and fault types. This dataset includes vibration, current, and torque measurements under both constant(50Hz) and variable speed conditions(50~52Hz, 50~58Hz). In this case study, four motor fault types were simulated: misalignment, bearing fault, winding fault, and journal bearing clearance fault. Current (R-, S-, T-phase; sampling rate=100kHz), Vibration (z-axis; sampling rate=25.6kHz), Torque (sampling rate=25.6kHz) are included. For more informations, please visit open-access journal "Data in Brief". Title: Wonho Jung et al., "Vibration, current, torque, RPM dataset for multiple fault conditions in industrial-scale electric motors under randomized speed and load variations" Data in Brief, (2025).
!!!重要提示!!!本文件已拆分为7个压缩分卷(AC.z01、AC.z02、AC.z03、AC.z04、AC.z05、AC.z06、AC.zip),请务必下载全部分卷后再执行解压操作。请从下方链接获取全部数据,将其存放至同一文件夹内,再对AC.zip进行解压。 本数据集基于由不同容量交流电机(AC motor)及各类故障类型组成的试验台构建,是一套完备的故障数据集。该数据集涵盖恒定转速(50Hz)与变速工况(50~52Hz、50~58Hz)下的振动、电流及扭矩测量数据。本案例中共模拟了四类电机故障:对中偏差故障、轴承故障、绕组故障与轴颈轴承间隙故障。 数据集包含三类测量数据:电流(R、S、T三相;采样率=100kHz)、振动(z轴方向;采样率=25.6kHz)与扭矩(采样率=25.6kHz)。 如需获取更多详细信息,请访问开放获取期刊《简讯数据(Data in Brief)》,相关研究论文由Wonho Jung等人撰写,标题为《工业级电机随机变速变载工况下多故障类型的振动、电流、扭矩与转速数据集》(Vibration, current, torque, RPM dataset for multiple fault conditions in industrial-scale electric motors under randomized speed and load variations),发表于2025年的该期刊。




