基于模型和故障树的飞机故障诊断方法研究
DOI:
作者:
作者单位:

北京航空航天大学,北京航空航天大学,成都飞机设计研究所

作者简介:

通讯作者:

中图分类号:

V267

基金项目:


The Research of the Aircraft Fault Diagnosis Method Based on Model and Fault-tree
Author:
Affiliation:

Beihang University,,Chengdu Aircraft Design & Research Institute

Fund Project:

  • 摘要
  • |
  • 图/表
  • |
  • 访问统计
  • |
  • 参考文献
  • |
  • 相似文献
  • |
  • 引证文献
  • |
  • 资源附件
  • |
  • 文章评论
    摘要:

    随着科技的进步,航空工业迅速发展,大量高科技机载设备的使用大大增强了飞机的性能,但同时也增加了系统的复杂性和设备之间的耦合度,进一步增加了飞机系统故障诊断的难度。单一的故障诊断方法由于其局限性,很难满足复杂装备的诊断需求,因此,不同故障诊断方法相互融合的综合故障诊断技术成为航空领域研究的热点。本文针对飞机外场排故的实际需求,提出了基于模型和故障树的故障诊断方法,其原理是,根据外场模块化排故的特点和飞机设计知识,建立以LRU(外场可更换单元)为对象的飞机物理模型(基于LRU的简化飞机系统模型),描述针对特定功能的系统结构、行为和功能,再针对LRU建立故障事件,根据LRU之间的连接关系分析故障事件之间的逻辑关系,建立故障的传播路径,通过树的合成算法,生成系统故障树模型。在故障诊断时,通过物理模型和故障树的相互配合进行故障诊断,基本思想是,将物理模型作为故障观察窗口,比较系统在正常情况下的预期行为和实际行为之间的差异,判断故障事件是否发生,利用故障树的逻辑关系进行推理,再将推理过程在物理模型上进行直观展示,模拟LRU之间的故障传播,确定疑似故障件。基于上诉方法,利用Dorado平台和G2开发系统开发了基于模型和故障树的飞机外场故障诊断系统,并结合某型号飞机的刹车系统对该故障诊断方法进行了验证。

    Abstract:

    With the progress of the science and technology and the rapid development of the aviation industry, the use of a large number of high-tech airborne equipments greatly enhanced the performance of the aircraft. But it also increased the complexity of the system and the degree of coupling among the equipments, further increasing the difficulty of the aircraft fault diagnosis. Because of the limitation of a single fault diagnosis method, it is difficult to meet the diagnostic requirements of complex systems. Therefore, the integrated fault diagnosis technology of different fault diagnosis methods has become the focus of the aviation research. According to the actual demand of aircraft out-field fault diagnosis, the paper puts forward the fault diagnosis method based on model and fault-tree. The principle is that, according to the characteristics of the out-field modular fault diagnosis and the aircraft design knowledge, the physical model based on LRU (simplified aircraft system model based on out-field replaceable unit) is built to describe the system structure, behavior and function of a particular function. Then the fault events are built aiming at the LRU, and according to the connection between LRU, fault analysis of the logical relationship between events and the establishment of fault propagation paths are achieved. At last the fault tree is composed of the paths through the synthesis algorithm. During the fault diagnosis, the procedure is carried out by the cooperation of the physical model and the fault tree. The physical model will be used as the fault observation window, and the difference between the expected behavior of the system under normal circumstances and the actual behavior is used to judge the occurrence state of the fault events. Then the reasoning process is achieved by the fault tree logic, and the results are presented on the physical model, simulating the fault propagation on the LRUs to determine the suspected failure. Based on this method, the aircraft out-field fault diagnosis system based on model and fault-tree is developed using Dorado platform and G2 development system, and the process is verified by the brake system of a certain airplane.

    参考文献
    相似文献
    引证文献
引用本文

王雪飞,李 青,冯 力. 基于模型和故障树的飞机故障诊断方法研究[J]. 科学技术与工程, 2017, 17(20): .
Wang Xuefei,,Feng Li. The Research of the Aircraft Fault Diagnosis Method Based on Model and Fault-tree[J]. Science Technology and Engineering,2017,17(20).

复制
分享
文章指标
  • 点击次数:
  • 下载次数:
  • HTML阅读次数:
  • 引用次数:
历史
  • 收稿日期:2016-12-19
  • 最后修改日期:2016-12-19
  • 录用日期:2017-02-17
  • 在线发布日期: 2017-07-17
  • 出版日期:
×
律回春渐,新元肇启|《科学技术与工程》编辑部恭祝新岁!
亟待确认版面费归属稿件,敬请作者关注