国际阀门粘滞检测数据集

该数据集采集了一套多变量耦合水箱控制系统6个阀门控制回路信号，包括1个压力控制回路（PIC23002），4个流量控制回路（FIC201、FIC202、F6304、FIC3107）和1个液位控制回路（LIC201）。每个控制回路包括阀门的控制信号OP和操纵信号MV两个通道，数据的采样频率为1 ms，每个信号采集2400个数据点。该数据集表征阀门的运行状态，可分配正常状态、干扰状态和粘滞状态三种标签，可用于工业过程阀门故障诊断任务。This dataset collects signals from six valve control loops of a multivariate coupled water tank control system, including one pressure control loop (PIC23002), four flow control loops (FIC201, FIC202, F6304, FIC3107), and one liquid level control loop (LIC201). Each control loop contains two channels: the control signal OP and the manipulated signal MV of the valve. The data sampling frequency is 1 ms, and 2400 data points are collected for each signal. This dataset characterizes the operating states of valves, and can be assigned three types of labels: normal state, disturbance state, and sticky state. It can be used for valve fault diagnosis tasks in industrial processes.

搜集汇总

背景与挑战

背景概述

该数据集采集自多变量耦合水箱控制系统，包含6个阀门控制回路的信号数据，涵盖压力、流量和液位控制类型。数据可用于标识阀门的正常、干扰和粘滞状态，适用于工业过程阀门故障诊断任务。