张建伟, 杨灿, 黄锦林, 曹克磊, 叶合欣, 李紫瑜. 基于传递熵的泵站管道振动传递路径特性分析[J]. 农业工程学报, 2021, 37(15): 47-52. DOI: 10.11975/j.issn.1002-6819.2021.15.006
    引用本文: 张建伟, 杨灿, 黄锦林, 曹克磊, 叶合欣, 李紫瑜. 基于传递熵的泵站管道振动传递路径特性分析[J]. 农业工程学报, 2021, 37(15): 47-52. DOI: 10.11975/j.issn.1002-6819.2021.15.006
    Zhang Jianwei, Yang Can, Huang Jinlin, Cao Kelei, Ye Hexin, Li Ziyu. Analysis of the pipeline transfer path characteristics of pumping stations based on transfer entropy[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2021, 37(15): 47-52. DOI: 10.11975/j.issn.1002-6819.2021.15.006
    Citation: Zhang Jianwei, Yang Can, Huang Jinlin, Cao Kelei, Ye Hexin, Li Ziyu. Analysis of the pipeline transfer path characteristics of pumping stations based on transfer entropy[J]. Transactions of the Chinese Society of Agricultural Engineering (Transactions of the CSAE), 2021, 37(15): 47-52. DOI: 10.11975/j.issn.1002-6819.2021.15.006

    基于传递熵的泵站管道振动传递路径特性分析

    Analysis of the pipeline transfer path characteristics of pumping stations based on transfer entropy

    • 摘要: 泵站管道因结构复杂,产生多种振源,且振动的传递路径难以确定,对输水管道的安全运行具有较大威胁。针对此问题,以某泵站管道为研究对象,结合原型观测数据与传递熵方法识别主振源的振动传递路径;并以信息传递率为定量标准,验证管道振动传递路径的有效性。结果表明:稳定运行及开机时,叶频引起的振动为主振源,并由弯管或三通管处向其他部位传递,其信息传递率均值分别为27.2%与42%;关机时,水流脉动及管-水耦合引起的振动为主振源,且振动主要在阀门与弯管或三通管之间呈周期性传递,信息传递率均值为51.4%;稳定运行时信息传递率较低,表明在镇墩控制下,管道稳定运行时传递能量较少,但开关机时,管道阀门、弯管及三通管处仍有较大振动能量传递。本研究方法受管道结构影响较小,能准确识别管道主振源,且从能量角度识别振动传递路径,相较于传统方法更加高效、直观。研究结果有助于准确识别泵站管道主振源的振动传递路径,展现管道各工况下的危险部位,并提出减振措施,为泵站管道运行管理提供理论依据。

       

      Abstract: The transmission path of vibration difficult to determine has posed a great threat to the safe operation of water transmission pipeline, due mainly to the complex structure of pump station pipeline, where there are many vibration sources. In this study, an attempt was made to analyze the pipeline transfer path characteristics of pumping stations using transfer entropy. The pipeline of 7 pump stations in an irrigation area was also taken as the research object. Firstly, a prototype test was carried out to obtain the spectrum diagram, and energy proportion, thereby analyzing the main vibration source of pipeline vibration. Then, a transmission entropy method was used to identify the vibration transmission path of the main vibration source in the pump station pipeline under various working conditions. The effectiveness of the pipeline vibration transmission path was finally verified when taking the information transmission rate as the quantitative standard. The results show that: 1) The main vibration source was caused by the blade frequency and frequency doubling in the pipeline, mainly transmitting from the elbow and tee pipe to other parts when the pumping station unit operated stably. Furthermore, the average information transmission rate was 27.2%. More importantly, the transmission rate was relatively low during stable operation, mainly because the anchor block, buttress, and other devices played a critical role in the vibration reduction and energy dissipation. 2) The main vibration source was also caused by the blade frequency in the pipeline, mainly transmitted from the elbow and tee to other parts of the pipeline, when the pump station unit starting up. The average information transmission rate was 42%. It was found that a large part of the energy at the elbow and tee was transmitted to other parts of the pipeline during startup. 3) The main vibration source was the high-frequency vibration caused by low-frequency water flow pulsation and pipe water coupling in the pipeline when the pump station unit was shut down. The vibration was mainly transmitted periodically between the valve, elbow, and tee. The average information transmission rate was 51.4%. It can be seen that a large part of the energy from the valve, elbow, and tee was transmitted to other parts of the pipeline. Correspondingly, the information transmission rate of each working condition showed that a large part of vibration energy at the pipeline valve, elbow, and tee pipe was still transmitted to other parts. Whether the machine was switched on or off, the energy transmitted by the pipeline during the stable operation was less under the control of vibration reduction measures, such as anchor block. Therefore, the prototype observation data was selected to analyze the source of vibration through the spectrum diagram and energy proportion, where quantitatively determine the transmission relationship between vibration from the perspective of energy with the help of transmission entropy and information transmission rate, as well as the direction of vibration transmission. It was more efficient and intuitive than before, indicating great advantages in the application of vibration transmission path recognition. Consequently, this research can greatly contribute to accurately identify the vibration transmission path of the main vibration source in the pump station pipeline, thereby identifying the dangerous parts of the pipeline under different working conditions, where the vibration reduction measures can be further proposed. This finding can provide a promising theoretical basis for the operation and management of the pump station pipeline

       

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