喉衬组件界面密封失效敏感因素研究

Ivestigation on Sensitive Factors of Seal Interface

关键词:  喉衬组件  温度场  神经网络  敏感参数  数值模拟

Key words:  Throat liner component  Temperature field  Neural network  Sensitive factor  Numerical simulation

摘要:

为了研究更为准确的边界仿真方法，针对典型长时间工作发动机，基于ABAQUS软件，通过二次开发建立一套工程可用的喉衬组件传热和背壁热解的数值模拟方法，并对影响喉衬组件温度场的主要影响因素进行分析；对影响背壁热解的关键材料参数进行统计，获得其分布规律；采用Mote-Carlo法获得随机输入参数，通过大量计算，建立输入和输出的近似模型；应用神经网络模拟方法，获得了影响喉衬组件界面密封状态的主要敏感参数。结果表明，数值模拟方法具有较高的精度。

Abstract:

In order to study more accurate boundary simulation method，firstly，based on ABAQUS software，this paper established a secondary development method to simulate the throat liner component heat transfer and insulator pyrolysis，and study the main factors influencing temperature field of throat liner component aiming at a typical long time working engine. Secondly，statistics of key parameters affecting insulator pyrolysis were accomplished to obtain the regularity of distribution. Then，the Mote-Carlo method was used to obtain random input parameters，and the approximate model of input and output was established through a large amount of calculation. Finally，the main sensitive parameters that affect sealed interface of throat liner component were obtained by using neural network simulation method. The results show that the simulation method has high accuracy.