Pump sensor data

This dataset is pump sensor data, which is publicly available dataset in Kaggle. It contains 52 sensors and their sensor values and the status of a water pump machine at 1-minute intervals from April 2018 to August 2018. The data attributes consist of timestamp, sensor id, and machine status. Timestamp means when the value was recorded. Sensor id means the value of specific sensor. Machine status means the pump machine status. Machine status contains three states, such as normal, recovering, and broken. Total number of data is 220,320.

本数据集为水泵传感器数据集，是Kaggle平台上的公开可用数据集。数据集涵盖2018年4月至2018年8月期间，以1分钟为采集间隔的52个传感器的传感数值，以及一台水泵机组的运行状态数据。数据字段包含时间戳、传感器ID以及设备运行状态：时间戳用于标识数据的记录时刻，传感器ID对应特定传感器的采集数值，设备运行状态用于表征水泵机组的运行工况。设备运行状态共包含三类，分别为正常、恢复中与故障。本数据集总数据量为220320条。