Arc Duration Measurement of Vacuum Interrupter Based on Multi-sensor Fusion

This is a dataset of measurements during multiple load-switching experiments of an EATON medium voltage vacuum circuit breaker. Multiple sensors (VLF B-field antenna, VLF E-field antenna, accelerometer, and microphone) are set in different locations to capture the very-low-frequency and low-frequency magnetic field and electric field, vibration, and acoustic signals during the load-switching event of the vacuum interrupter. The X includes B-field, E-field, Vibration, and Acoustic data in sequence. The Y is the arc duration time. This dataset can be used to train a 1D CNN to determine the arc duration time based on the B-field, E-field, Vibration, and Acoustic data.本数据集采集自伊顿（EATON）中压真空断路器的多组负载切换试验实测数据。多类传感器（甚低频磁场天线（VLF B-field antenna）、甚低频电场天线（VLF E-field antenna）、加速度计（accelerometer）、麦克风（microphone））布置于不同位置，用于捕捉真空灭弧室负载切换过程中的甚低频与低频磁场、电场信号、振动信号及声学信号。数据集的输入特征X依次包含磁场、电场、振动与声学数据，标签Y为电弧持续时长。本数据集可用于训练一维卷积神经网络（1D CNN），以基于上述磁场、电场、振动与声学数据预测电弧持续时长。