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Research on aircraft engine actuator and sensor faults diagnosis with Takagi-Sugeno fuzzy model and H~∞ observer

机译:基于Takagi-Sugeno模糊模型和H〜∞观测器的飞机发动机执行器和传感器故障诊断研究

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摘要

This paper deals with aircraft engine actuator and sensor faults diagnosis with Takagi-Sugeno fuzzy model and H~∞ observer. At first, the T-S fuzzy system model of aircraft engine was built by dividing the envelope on the flight. The work process of aircraft engine can be divided into several regions and each region can be described using a set of state space model. Then these local current models can be integrated in full flight envelope to describe the engine working condition. With the nonlinear T-S model of aircraft engine, the actuator and sensor faults observers were designed with H~∞ bound norm to estimate the sensor and the actuator faults. In order to diagnose the faults of actuator and sensor simultaneously, a full faults diagnosis logical with T-S model and H~∞ observer was designed. With these steps, the aircraft engine actuator and sensor faults could be detected effectively. Finally, a numerical example is given to illustrate the design procedures. Simulation results show the satisfactory performances.
机译:本文采用高木-Sugeno模糊模型和H〜∞观测器对飞机发动机执行器和传感器故障进行诊断。首先,通过分割飞行中的包络线建立飞机发动机的T-S模糊系统模型。飞机发动机的工作过程可以分为几个区域,每个区域可以使用一组状态空间模型来描述。然后,可以将这些局部当前模型集成到完整的飞行包线中,以描述发动机的工作状态。利用飞机发动机的非线性T-S模型,设计了执行器和传感器故障观测器,并采用H〜∞约束范数来估计传感器和执行器故障。为了同时诊断执行器和传感器的故障,设计了基于T-S模型和H〜∞观测器的完整故障诊断逻辑。通过这些步骤,可以有效地检测飞机发动机执行器和传感器故障。最后,给出一个数值例子来说明设计过程。仿真结果表明了令人满意的性能。

著录项

  • 来源
  • 作者

    Liwen Wang; Lu Zhang; Xudong Shi;

  • 作者单位

    School of Mechanical Engineering, Tianjin University, Tianjin, China,Ground Support Equipments Research Base, Civil Aviation University of China, Tianjin, China,Aeronautical Automation College, Civil Aviation University of China, Tianjin, China;

    School of Mechanical Engineering, Tianjin University, Tianjin 300192, China;

    Ground Support Equipments Research Base, Civil Aviation University of China, Tianjin, China,Aeronautical Automation College, Civil Aviation University of China, Tianjin, China;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Aircraft engine; actuator and sensor faults; Takagi-Sugeno fuzzy; H~∞ observer;

    机译:飞机发动机;执行器和传感器故障;高木S野模糊;H〜∞观察者;

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