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Reliability analysis of tractor multi-way valves based on the improved weighted grey relational method

机译:基于改进加权灰色关联法的拖拉机多路阀可靠性分析

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摘要

In order to analyse the influence of different performance indexes on the working reliability of a tractor multi-way valve. The grey correlation theory is introduced into the reliability analysis of multi-way valves. Combined with the multi-way valve failure mode, the reliability index is proposed, and then a grey relational model and the reliability evaluation sequence of multi-way valves are established. The reliability of multi-way valve is analysed by traditional grey relational analysis and improved weighted grey correlation analysis, respectively. Although both methods produced the same optimal prototype, the dynamic identification coefficient introduced by the latter can effectively suppress the influence of singular values on the correlation sequence in the prototype sequence. The analysis process is simplified, and the accuracy of calculation is improved. Meanwhile, the identification degree of the sequence of the prototype is increased. In addition, the improved weighted grey relational analysis method uses the entropy weight method to assign weight coefficients. This method can reflect the influence degree of different sequence points on the overall correlation degree objectively and improve the reliability of the analysis results. Finally, the correctness of the optimal prototype is verified by comparing the experimental data. The reliability evaluation standard of the tractor multi-way valve is obtained.
机译:为了分析不同性能指标对拖拉机多路阀工作可靠性的影响。灰色关联理论被引入到多路阀的可靠性分析中。结合多路阀的失效模式,提出了可靠性指标,建立了多路阀的灰色关联模型和可靠性评估序列。分别通过传统的灰色关联分析和改进的加权灰色关联分析来分析多路阀的可靠性。尽管两种方法都产生了相同的最优原型,但是后者引入的动态识别系数可以有效地抑制奇异值对原型序列中相关序列的影响。简化了分析过程,提高了计算精度。同时,增加了原型序列的识别度。另外,改进的加权灰色关联分析方法使用熵权法分配权重系数。该方法能够客观地反映出不同序列点对整体相关度的影响程度,提高了分析结果的可靠性。最后,通过比较实验数据验证了最优原型的正确性。获得了拖拉机多路阀的可靠性评估标准。

著录项

  • 来源
    《The Journal of Engineering》 |2019年第13期|86-92|共7页
  • 作者

    Liping Xu; Haoyi Ma; Dezhi Ren;

  • 作者单位

    School of Mechatronics Engineering, Henan University of Science and Technology/Collaborative Innovation Center of Advanced Manufacturing of Henan Province, People's Republic of China;

    School of Mechatronics Engineering, Henan University of Science and Technology/Collaborative Innovation Center of Advanced Manufacturing of Henan Province, People's Republic of China;

    College of Mechanical Engineering, Zhengzhou Institute of Science and Technology, People's Republic of China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    entropy; grey systems; valves;

    机译:熵;灰色系统;阀门;

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