Yang Dong, Xiao DingYang, Jiayi Liang, Qin Zhou Lin
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引用次数: 0
Abstract
The role of aircraft power supply system on flight safety is irreplaceable, and the lack of system-level assessment makes it necessary to assess its health status. The paper puts forward the concept of failure mode degradation state value, unifies the research route of equipment health assessment based on failure and degradation, proposes a calculation method for the importance of model nodes, and establishes a hierarchical model of aircraft power supply system health assessment. According to the comprehensive evaluation characteristics of the multi-attribute indicators that are coupled to the status of each component of the power supply system, the cloud model, entropy weight method and TOPSIS (Technique for Order Preference by Similarity to an Ideal Solution) are used to comprehensively calculate the risk ranking of failure modes. And the proportion, the influence weight of each layer model node on the upper layer node is obtained, and the comprehensive risk evaluation is completed. Then, according to the degradation degree of the failure mode degradation state value, the entropy weight method is used to improve the weight of the failure mode degradation state value, and the effectiveness of the evaluation algorithm is evaluated and improved. Finally, the health status of each subsystem and the health of the equipment are displayed with a radar chart, evaluation result. It provides an effective implementation path for the health assessment of the aircraft power supply system.
飞机供电系统对飞行安全的作用是不可替代的,缺乏系统级评估,有必要对其健康状态进行评估。提出了失效模式退化状态值的概念,统一了基于失效退化的设备健康评估的研究路线,提出了模型节点重要性的计算方法,建立了飞机供电系统健康评估的分层模型。根据与供电系统各部件状态耦合的多属性指标的综合评价特点,采用云模型、熵权法和TOPSIS (Order Preference Technique for Similarity to an Ideal Solution)综合计算故障模式的风险等级。并得到各层模型节点对上层节点的影响权重的比例,完成综合风险评价。然后,根据失效模式退化状态值的退化程度,采用熵权法对失效模式退化状态值的权值进行改进,对评价算法的有效性进行评价和改进。最后以雷达图和评估结果显示各子系统的健康状态和设备的健康状况。为飞机供电系统健康评估提供了有效的实施路径。