基于AHP−TOPSIS综合评价法的离心泵健康状态评估

Health condition assessment of centrifugal pump based on AHP-TOPSIS comprehensive evaluation method

  • 摘要: 针对离心泵叶轮磨损问题,现有研究大都集中在对叶轮磨损的数值仿真分析、振动信号分析和磨损量检测上,很少对叶轮磨损下的离心泵工况参数进行研究。针对该问题 ,提出了一种基于层次分析法 (AHP)和优劣解距离法(TOPSIS)综合评价的离心泵健康状态评估方法。首先根据离心泵的运行条件,结合离心泵的性能要求,确定了表征离心泵健康状态的工况参数(流量、扬程、效率、轴功率);然后以叶轮外径和比转数大小作为工况参数评价指标,利用AHP和超传递近似法确定各工况参数对离心泵健康状态的权重值;最后利用TOPSIS综合评价法评估离心泵工况参数,通过加权求和方式得到离心泵的健康状态评分,实现对离心泵的健康状态评估。以IS−100−80−125型单级离心泵为研究对象,将叶轮外径由125 mm磨损至87 mm,得到离心泵不同叶轮外径下的工况参数,利用AHP−TOPSIS综合评价法评估离心泵各工况参数和健康状态,结果表明:离心泵的叶轮磨损量和离心泵健康状态呈线性关系,随着叶轮磨损量的不断增加,离心泵排水能力不断降低,评估结果符合离心泵实际情况,证明了该方法的合理性和可行性。

     

    Abstract: In view of the problem of centrifugal pump impeller wear, the existing research mostly concentrates on numerical simulation analysis, vibration signal analysis and wear detection of impeller wear. There are few studies on the working condition parameters of centrifugal pump under impeller wear. In order to solve this problem, a health condition assessment method of centrifugal pump based on analytic hierarchy process (AHP) and technique for order preference by similarity to ideal solution (TOPSIS) is proposed. Firstly, according to the operating conditions of centrifugal pump and the performance requirements of centrifugal pump, the operating parameters (flow, head, efficiency and shaft power) characterizing the health condition of centrifugal pump are determined. Secondly, the outer diameter and the specific speed of the impeller are taken as the evaluation indexes of the working condition parameters. The weight values of each working condition parameter to the health condition of the centrifugal pump are determined by using the AHP and the super-transitive approximate method. Finally, the working condition parameters of the centrifugal pump are evaluated by TOPSIS comprehensive evaluation method. The health condition score of the centrifugal pump is obtained by weighted summation, to realize the health condition evaluation of the centrifugal pump. Taking the IS-100-80-125 single-stage centrifugal pump as the research object, the outer diameter of the impeller is worn from 125 mm to 87 mm, and the working parameters of the centrifugal pump with different outer diameters of the impeller are obtained. The working parameters and the health condition of the centrifugal pump are evaluated by the AHP-TOPSIS comprehensive evaluation method. The results show that there is a linear relationship between impeller wear and centrifugal pump health. With the increasing wear of impeller, the drainage capacity of centrifugal pump decreases. The evaluation results are in line with the actual situation of the centrifugal pump, which proves the rationality and feasibility of this method.

     

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