人工神经网络在飞行试验中的应用  

Application of Artificial Neural Network to Flight Test

作　　者：姜健[1] 马争胜[1] 史建邦[1] 

机构地区：[1]中国飞行试验研究院发动机所,陕西西安710089

出　　处：《工程与试验》2014年第2期19-22,75,共5页Engineering and Test

摘　　要：详细介绍了人工神经网络的基本概念和建立神经网络的步骤以及其中的关键问题,利用VC++6.0编制了可视化的人工神经网络应用程序。应用该程序对某插板式畸变发生器的畸变发生效果进行了预测,预测结果与计算值吻合较好,满足工程精度要求,从而验证了程序和方法的有效性。以此为例,说明了人工神经网络方法在飞行试验中的应用。The Basic theory of artificial neural network and the detailed processes of building neural network are introduced,and the key problems in this procedure are discussed in detail.Visual artificial neural network software is developed by applying VC＋＋6.0.The effect of a certain distortion generator is predicted by using developed software.The result show that prediction results show good accordance to the computational results,and the validity of total procedure is demonstrated and has good precision.By this example,the foreground of application of artificial neural network in flight test also is brought forth.

关 键 词：人工神经网络 飞行试验 畸变发生器 

分 类 号：TP183[自动化与计算机技术—控制理论与控制工程]