Fault diagnosis based on measurement reconstruction of HPT exit pressure for turbofan engine

Aero-engine gas path health monitoring plays a critical role in Engine Health Management(EHM). To achieve unbiased estimation, traditional filtering methods have strict requirements on measurement parameters which sometimes cannot be measured in engineering. The most typical one is the High-Pressure Turbine(HPT) exit pressure, which is vital to distinguishing failure modes between different turbines. For the case of an abrupt failure occurring in a single turbine component, a model-based sensor measurement reconstruction method is proposed in this paper. First,to estimate the missing measurements, the forward algorithm and the backward algorithm are developed based on corresponding component models according to the failure hypotheses. Then,a new fault diagnosis logic is designed and the traditional nonlinear filter is improved by adding the measurement estimation module and the health parameter correction module, which uses the reconstructed measurement to complete the health parameters estimation. Simulation results show that the proposed method can well restore the desired measurement and the estimated measurement can be used in the turbofan engine gas path diagnosis. Compared with the diagnosis under the condition of missing sensors, this method can distinguish between different failure modes, quantify the variations of health parameters, and achieve good performance at multiple operating points in the flight envelope.     

基于遗传优化算法的微通道紫铜热交换器扩散连接工艺

基于遗传优化算法,进行了T2紫铜同种材料扩散连接工艺研究。采用正交试验方法,结合BP神经网络和多目标遗传算法,以扩散连接时的温度、压力、保温时间为输入变量,以扩散连接后的试样焊合率和变形量为输出变量,对扩散连接工艺参数进行优化,并实施相应的扩散连接验证试验。结果表明:T2紫铜合适的扩散连接工艺参数为:温度780℃、压力7. 5 MPa、保温时间120 min,此条件下焊合率可达95. 26%,变形量为0. 166 mm。采用此工艺参数进行微通道热交换器零件制造,厚度方向变形量0. 162 mm,经超声C扫描后连接情况良好,经耐压防漏检测后满足密封性及设计要求。     

多功能便携式数据采集系统设计与应用

为了满足航空发动机外场试验要求,针对某型发动机外场试验设计了多功能便携式数据采集系统。选用NI cDAQ等军品级电子器件采集发动机的压力、温度、转速等参数;采用市电与军品锂电池供电方式保证系统的正常工作;系统软件基于LabVIEW平台进行设计,实现了数据采集、显示、存储、复放、通道自检等功能;外场发动机在装机状态下即可利用该系统进行地面试验。外场测试结果表明:所设计的测试系统具备功能完善、使用方便、携带便捷等特点,可满足系统的设计要求。     

Time Sequence Change-Point Model of Electrostatic State Parameters of Aircraft Engine

Electrostatic monitoring technology of particle charging information can facilitate online monitoring of aero-engine,which effectively enhances engine fault diagnosis and health managements.Unlike traditional engine state monitoring technologies,aircraft engine monitoring by gas path electrostatic monitoring not only covers the predicted information source itself,but also detects the information that can provide an early warnings for initial fault states through gas path charging levels.This paper establishes a non-stationary time sequence change-point model for anomaly recognition of electrostatic signals based on change-point theory combined with difference method of non-stationary time series.Finally,electrostatic induction data were utilized by the engine life test for a particular aircraft to validate the proposed algorithm.The results indicate that the activity level and the event rate were0.5—0.8(nc)and 50%,respectively,which were far greater than 4—12(pc)and 0—4% under normal working conditions of the engine.     

Aerodynamic Performance and Aeroacoustic Characteristics of Model Rotor with Anhedral Blade Tip in Hover

Experimental investigation on the aerodynamic performance and aeroacoustic characteristics of model rotors with different tip anhedral angles in hover are conducted in the paper.Three sets of model rotors with blade-tip anhedral angle 0°(reference rotor),20°and 45°respectively are designed to analyze the influence of the anhedral angle on the hovering performance and aeroacoustics of rotor.In the environment of anechoic chamber,the hover experiments under the different collective pitch and blade numbers,are carried out to measure the figure of merit(FM),time history of sound pressure and sound pressure level(SPL)of the three rotor models.Based on test results,the comparison and analysis of hovering performance and aeroacoustic characteristics among the three rotor models have been done.Meanwhile,for the sake of analysis,the rotor wake and blade pressure distribution are simulated by means of computational fluid method(CFD).At last,some conclusions about the effects of blade-tip anhedral angle on the aerodynamic performance and aeroacoustic characteristics in hover are obtained.An anhedral blade tip can enhance the FM of the rotor,and decrease the rotor loads noise to some extent.     

压力管道流固耦合振动特性分析

压力管道系统中存在流体和结构之间的耦合振动。因此,在研究压力管道的动态特性时,应考虑管内流体对管道结构动态特性的影响。本文以某动力系统空间管路为研究对象,采用Galerkin法对导管-流体组成的耦合系统进行有限元离散,建立耦合系统控制方程。在此基础上,用考虑初应力刚度的有限元法,对导管充压前、后的振动特性进行了数值计算,详细分析了流固耦合作用对导管结构振动特性的影响,并与试验结果进行了比较分析。结果表明,流固耦合作用对导管模态振型的影响很小,但对导管各阶固有频率有不同程度的影响。     

氙离子推力器束流分布特性研究

建立了离子推力器束流分布的高斯模型,以200mm氙离子推力器为例,在不同工作环境下对推力器束流分布进行了数值模拟,并通过试验测量了推力器引出切面不同位置(轴向z=50mm,z=100mm)下的径向束电流密度和束离子密度分布。通过对数值模拟结果与试验测量结果的比较,误差为17%,认为数值模拟结果与试验测量结果吻合较好。表明离子推力器引出束流呈轴对称分布,在推力器出口附近,束离子密度很大,越往下游,密度越小且束流出现发散。     

电连接器接点焊接工艺研究

针对航天产品电连接器接点焊点与引线断裂失效问题,分析了焊接过程中助焊剂、焊料、焊接工具和防护套等对接点焊接质量的影响。结合实践经验,提出相关工作参数和材料的选取原则,确定了生产中焊接技术的质量控制点。     

ZrO2陶瓷热障涂层显微结构及隔热性能研究

用电子束物理气相沉积法(EB-PVD)在DZ125高温合金上制备Y2O3部分稳定化的ZrO2(YSZ)陶瓷热障涂层,并用扫描电镜(SEM)观察涂层显微结构.采用激光脉冲法对EB-PVD热障涂层的热扩散系数进行测试.为防止热扩散系数测试时激光穿透ZrO2陶瓷层,在试样表面制备不同材料的遮挡层.结果表明,EB-PVD热障涂层呈明显的柱状晶结构,柱状晶垂直于涂层/基体界面.基体的热扩散系数随温度的升高而急剧增加,陶瓷热障涂层的热扩散系数随温度的升高呈下降趋势,但变化幅度不大.室温下陶瓷层的热扩散系数小于基体的1/3,1200℃时约为基体的1/67.试样的激光遮挡层很好解决了激光脉冲法测试涂层热扩散系数时的不稳定性和激光穿透问题.在满足遮挡要求的条件下,遮挡层材料种类对热扩散系数测试无明显影响.     

燃气轮机滚动轴承故障模式及延寿方法

分析了燃气轮机滚动轴承常见的10种故障模式及其产生原因,研究了相应的延寿方法及其延寿机理。