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基于层次分析和熵权法的齿轮油选型评价
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国家重点研发计划项目(2018YFB2001604);广东省科技计划项目(2020B1212070022);广州机械科学研究院有限公司科技发展基金(17300074)


Evaluation of Gear Oil Selection Based on Hierarchical Analysis and Entropy Weight Method
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    摘要:

    针对风力发电机组齿轮箱的安全用油问题,根据风电设备运行特点以及实际运行过程中可能产生的故障,考虑齿轮油基本理化指标、抗污染性能以及极压抗磨性能3个维度,选择9个具体指标,构建涵盖目标层、准则层以及方案层的层次分析(AHP)结构的评价体系;引入熵权法(EWM)的客观赋权,改进综合权重的计算方法,并应用于某风电齿轮箱OEM的油品选型方案中,通过实例验证该方法的有效性与可行性。结果表明,所提出的方法可以实现对风电齿轮油选型结果的量化,有利于快速评价油品性能相关指标,改善了对多油品选择决策过程中主观因素引发的偏差。该方法可为风电齿轮箱油品选择决策提供参考,并可用于其他行业的油品选型决策中,对油品选型具有重要意义。

    Abstract:

    Aimed at the problem of safe oil use of wind turbine gearbox,according to the operation characteristics of wind power equipment and possible faults in actual operation,considering the basic physical and chemical indexes,anti-pollution performance and extreme pressure and anti-wear performance of gear oil,nine specific indexes were selected,and the evaluation system of hierarchical analysis structure covering target layer,criterion layer and scheme layer was constructed.The entropy weight method was introduced to improve the calculation method of comprehensive weight,and was applied to the oil selection scheme of OEM of a wind turbine gearbox.The effectiveness and feasibility of this method was verified by an example.The results show that the proposed method can quantify the selection results of wind power gear oil,which is beneficial to the rapid evaluation the related indexes of oil performance and improve the deviation caused by subjective factors in the process of multi-oil selection decision-making.The method can provide reference for oil selection decision-making of wind power gearbox,and can be used in oil selection decision-making in other industries,which is of great significance for oil selection.

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许少凡,贺石中,陶辉,杨涛,李秋秋,杨智宏.基于层次分析和熵权法的齿轮油选型评价[J].润滑与密封,2024,49(1):172-178.
XU Shaofan, HE Shizhong, TAO Hui, YANG Tao, LI Qiuqiu, YANG Zhihong. Evaluation of Gear Oil Selection Based on Hierarchical Analysis and Entropy Weight Method[J]. Lubrication Engineering,2024,49(1):172-178.

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  • 在线发布日期: 2024-01-11
  • 出版日期: 2024-01-15