计算机集成制造系统 ›› 2022, Vol. 28 ›› Issue (8): 2291-2301.DOI: 10.13196/j.cims.2022.08.002

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基于数字孪生的民机运行安全框架体系设计

熊明兰,王华伟+   

  1. 南京航空航天大学民航学院
  • 出版日期:2022-08-31 发布日期:2022-09-22
  • 基金资助:
    国家自然科学基金资助项目(U1833110)。

Design of civil aircraft operation security framework system based on digital twin

XIONG Minglan,WANG Huawei+   

  1. School of Civil Aviation,Nanjing University of Aeronautics and Astronautics
  • Online:2022-08-31 Published:2022-09-22
  • Supported by:
    Project supported by the National Natural Science Foundation,China (No.U1833110).

摘要: 数字孪生技术能够有效解决困扰民机运行过程中的“贫”数据问题,在降低数据采集成本的前提下,可全面表征与认识民机实际状态,支持面向潜在风险的主动安全管理,并实现剩余寿命预测等相关保障维修决策。在该技术下,系统分析了民机运行安全风险因素,建立基于数字孪生的民机运行安全系统体系架构,并对其特征进行了分析;对系统构建的4个关键要素的建模方式、数据采集和实时映射进行了研究,即民机子系统、民机维修、民机运行环境及人员;对系统实现的3个关键技术包括民机运行安全性评估技术、数据与模型融合技术与模型一致性评估技术进行了阐述。最后,通过典型案例说明了数字孪生技术在航空发动机应用中的实现过程。

关键词: 数字孪生, 民机, 运行安全系统, 数字孪生建模, 实时映射

Abstract: Digital twin technology can effectively solve the problem of data scarcity in the process of civil aircraft operation.On the premise of reducing the cost of data acquisition,it can comprehensively characterize the actual state of civil aircraft,support the proactive safety management for potential risk,and realize the related support maintenance decisions such as useful life prediction.By analyzing the risk factors of civil aircraft operation safety,a safety system framework of civil aircraft operation based on the digital twin technology was established,and its characteristics were analyzed.Simultaneously,the modeling method,data collection and real-time mapping of the system construction were studied,including civil aircraft subsystem,civil aircraft maintenance,civil aircraft operating environment and personnel.The three key technologies of the system implementation including civil aircraft operation security evaluation technology,data-model fusion technology and model consistency assessment technology were described.Furthermore,a typical case was used to illustrate the implementation process of the digital twin technology in the aero-engine applications.

Key words: digital twin, civil aircraft, operational safety system, digital twin modeling, real-time mapping

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