基于压力信号的乳化液泵排液阀泄漏故障特征研究

Research on leakage fault characteristics of emulsion pump outlet valve based on pressure signal

  • 摘要: 随着煤矿设备逐步智能化、大型化、无人化,对乳化液泵故障诊断技术的要求也越来越高。乳化液泵泄漏故障影响着液压支架的动作灵敏度和准确度,为了及时诊断,提出基于出口压力脉动信号识别排液阀泄漏故障的方法。从数学理论、模型仿真和试验信号3个角度对乳化液泵排液阀泄漏故障的压力脉动机理和信号畸变进行了研究。以BRW125/31.5C型乳化液泵为例进行研究,建立了排液阀发生泄漏后一个工作周期内配流的数学模型,基于四阶龙格−库塔算法,通过MATLAB求出了数学模型的数值解,并进行了不同工况下单容积腔压力的仿真分析;基于AMESim仿真软件,研究了整泵出口压力的脉动规律,并分析排液阀不同程度泄漏和不同位置泄漏对整泵出口压力曲线产生的影响;在排液阀阀芯上设置不同的缝隙来模拟泄漏的严重程度,分别进行了正常、轻微、中等和严重泄漏4种工况下的对比试验,并验证了仿真模型的正确性。结果表明,在数学模型中,随着排液阀阀芯和阀座之间缝隙的增大,在吸液阶段故障阀对应的容积腔与大气压差减小;在物理仿真模型中,排液阀泄漏程度和吸液阶段容积腔与大气的压力差以及整泵的出口压力成反比。整泵出口压力呈现单容积腔、双容积腔连续交替供压的规律,且A排液阀泄漏主要影响整泵出口压力曲线一个周期的前3段;B排液阀泄漏主要影响一个周期内的第1段、第5段和第6段;C排液阀泄漏主要影响一个周期的第3段、第4段和第5段。实际试验得出的规律和仿真规律相符,证明了通过出口压力曲线畸变对排液阀进行故障识别的可行性。

     

    Abstract: With the gradually intelligent, large-scale and unmanned coal mine equipment, the requirements for fault diagnosis technology of emulsion pump are becoming higher and higher. The leakage fault of emulsion pump affects the operation sensitivity and accuracy of hydraulic support. In order to diagnose it in time, a method of identifying the leakage fault of outlet valve based on the outlet pressure pulsation signal is proposed. The pressure pulsation mechanism and signal distortion of leakage valve of emulsion pump are studied from three angles: mathematical theory, model simulation and test signal. Taking BRW125/31.5C emulsion pump as an example, the mathematical model of flow distribution in a working cycle after the leakage of the outlet valve is established. Based on the fourth-order Runge-Kutta algorithm, the numerical solution of the mathematical model is obtained by MATLAB, and the pressure of the single volume chamber under different working conditions is simulated. Based on AMESim simulation software, the pulsation law of the outlet pressure of the whole pump is studied, and the influence of the leakage of the outlet valve in different degrees and different positions on the outlet pressure curve of the whole pump is analyzed. Different gaps were set on the spool of the outlet valve to simulate the severity of leakage. The comparison tests were carried out under normal, slight, moderate and severe leakage conditions respectively, and the correctness of the simulation model was verified. The results show that in the mathematical model, with the increase of the gap between the valve core and the valve seat, the corresponding volume cavity and atmospheric pressure difference of the faulty valve decreases during the suction stage. In the physical simulation model, the leakage degree of the outlet valve is inversely proportional to the pressure difference between the volume chamber and the atmosphere in the suction stage and the outlet pressure of the whole pump. The outlet pressure of the whole pump presents the law of continuous alternating pressure supply of single volume chamber and double volume chamber, and the leakage of outlet valve A mainly affects the first three parts of a cycle of the outlet pressure curve of the whole pump. The leakage of the outlet valve B mainly affects the first, fifth and sixth sections of a cycle; Outlet valve C leakage mainly affects the third, fourth and fifth sections of a cycle. The law obtained by the actual test is consistent with the simulation law, which proves the feasibility of fault identification of the outlet valve through the distortion of the outlet pressure curve.

     

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