首页 | 本学科首页   官方微博 | 高级检索  
     检索      

航空发动机神经元网络控制
引用本文:陶涛,张加桢.航空发动机神经元网络控制[J].航空学报,1997,18(2):231-233.
作者姓名:陶涛  张加桢
作者单位:西北工业大学七系, 西安, 710072
摘    要:利用一个BP网络作为某双转子涡轮发动机的控制器,利用另一个BP网络做为非线性对象的映射器,仿真结果表明本控制结构具有较强的控制鲁棒性并有较好的应用前景。

关 键 词:BP网络  鲁棒性  非线性  
收稿时间:1996-04-04
修稿时间:1996-08-07

AEROENGINE NEURAL NETWORK CONTROL
Tao Tao,Zhang Jiazhen.AEROENGINE NEURAL NETWORK CONTROL[J].Acta Aeronautica et Astronautica Sinica,1997,18(2):231-233.
Authors:Tao Tao  Zhang Jiazhen
Institution:7.th Dept, Northwestern Polytechnical University, Xi'an, 710072
Abstract:A BP(back propagation)neural network is used as the controller of a two spool turbo jet engine. Because the neural network adjusts its weights by using gradient algorithm, the partial derivatives of the outputs to the inputs of the plant are needed. However, the partial derivatives of a complicated thermal system are very difficult to be presolved precisely , and thus another neural network is added to the control system and acts as a mapper of the nonlinear plant composed of the engine and its fuel auxiliary. The simulation results show that the control structure does not need any model parameters of the plant and is of stronger robustness.
Keywords:BP neural network  robustness  nonlinear  
本文献已被 CNKI 等数据库收录!
点击此处可从《航空学报》浏览原始摘要信息
点击此处可从《航空学报》下载免费的PDF全文
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号