计算机集成制造系统 ›› 2015, Vol. 21 ›› Issue (第5期): 1193-1201.DOI: 10.13196/j.cims.2015.05.005

• 产品创新开发技术 • 上一篇    下一篇

基于平衡权重和改进TOPSIS的航空发动机装配任务优先度评价方法

李联辉1,莫蓉1+,常智勇1,张海明2   

  1. 1.西北工业大学现代设计与集成制造技术教育部重点实验室
    2.中航工业南方航空工业(集团)有限公司科技与信息化部
  • 出版日期:2015-05-31 发布日期:2015-05-31
  • 基金资助:
    国家自然科学基金资助项目(51375395,51205320)。

Priority evaluation method for aero-engine assembly task based on balanced weight and improved TOPSIS

  • Online:2015-05-31 Published:2015-05-31
  • Supported by:
    Project supported by the National Natural Science Foundation,China(No.51375395,51205320).

摘要: 为解决装配任务优先度定性评价效果差、多因素协调困难等问题,提出一种基于平衡权重和改进逼近理想解排序的装配任务优先度评价方法。依据任务属性的关联支配关系建立了综合评价层次模型,给出了指标量化方法;分别采用梯形模糊标度粗糙层次分析法、变异系数法确定主客观权重,建立主客观权重贡献趋于均衡的权重平衡模型以组合赋权;用Kullback-Leibler散度替代欧氏距离的改进逼近理想解排序来对评价对象的加权指标值进行评价并排序。通过实例应用验证了该方法的正确性和可行性。

关键词: 装配任务, 优先度评价, 梯形模糊数, 粗糙集, 平衡权重, 逼近理想解排序

Abstract: To solve the problems of poor effect and difficulty of multi-factors coordination in man-made qualitative evaluation method for aero-engine assembly task priority,an evaluation method based on balanced weight and improved Technique for Order Preference by Similarity to an Ideal Solution (TOPSIS) was proposed.A synthetical and hierarchical evaluation model was built according to the relationship of task attribution,and the quantitative representation of indicators was given.The subjective and objective weights were separately determined by trapezoidal fuzzy scale-rough AHP and coefficient variation method,and the weight contribution balanced model was established to integrate subjective and objective weights.An improved TOPSIS replacing of Euclidean distance by Kullback-Leibler divergence was used to sort the weighted indicator values of evaluation objects.An enterprise application example was given to illustrate the correctness and feasibility of the proposed method.

Key words: assembly task, priority evaluation, trapezoidal fuzzy number, rough sets, balanced weight, technique for order preference by similarity to an ideal solution

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