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Fault diagnosis of aircraft heat exchangers based on RELS method

机译:基于RELS方法的飞机换热器故障诊断

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Dynamic simulation of a triangle fin heat exchanger utilized in Aircraft Environment Control System (AECS) was performed. The physical parameters of heat exchanger have been identified using the Recursive Extended Least Squares (RELS) method. Then the behaviors of the heat exchanger with single/double faults were simulated and changes of the physical parameters from normal to fault conditions were analyzed. Then simulations were carried out with the given input and output data, and fault detection and fault isolation were done through the identification of changes of parameters. It is indicated that the RELS method is feasible for fault diagnosis. The relationship between the changes of physical parameters and the fault modes provides a useful approach to define the faults and can be extend to heat exchangers applied in practical engineering.
机译:对飞机环境控制系统(AECS)中使用的三角翅片热交换器进行了动态仿真。热交换器的物理参数已使用递归扩展最小二乘(RELS)方法进行了识别。然后模拟了具有单/双故障的换热器的行为,并分析了物理参数从正常到故障状态的变化。然后利用给定的输入和输出数据进行仿真,并通过识别参数的变化进行故障检测和故障隔离。结果表明,RELS方法在故障诊断中是可行的。物理参数的变化与故障模式之间的关系为定义故障提供了一种有用的方法,并且可以扩展到实际工程中应用的热交换器。

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