| CMAC神经网络在装载机刹车能回收系统中的仿真分析 |
| |
| 引用本文： | 韩应飞,谷立臣,孙昱.CMAC神经网络在装载机刹车能回收系统中的仿真分析[J].煤矿机械,2012,33(5):78-80. |
| |
| 作者姓名： | 韩应飞 谷立臣 孙昱 |
| |
| 作者单位： | 西安建筑科技大学机械电子研究所,西安,710055 |
| |
| 摘 要： | 针对轮式装载机在刹车能回收系统中对二次元件排量控制的精确性和快速性要求较高的问题,利用小脑模型神经网络(CMAC)与PID并行控制的设计方法对二次元件排量的控制元件液压比例伺服阀进行控制,说明了神经网络控制方法对非线性系统有着良好的精确性和快速性。
|
| 关 键 词： | 刹车能 电磁比例伺服阀 PID CMAC 并行控制 |
Simulation Analysis of CMAC Neural Network in Loader Brake Energy Recovery System |
| |
| HAN Ying-fei
,
GU Li-chen
,
SUN Yu.Simulation Analysis of CMAC Neural Network in Loader Brake Energy Recovery System[J].Coal Mine Machinery,2012,33(5):78-80. |
| |
| Authors: | HAN Ying-fei GU Li-chen SUN Yu |
| |
| Affiliation: | (Research Institute of Mechanical and Electronic Technologies,Xi’an University of Architecture and Technology,Xi’an 710055,China) |
| |
| Abstract: | For the problem of higher requirements of exactness and rapidity in displacemetn controlling of secondary component for brake energy recovery system in wheel type loader.This paper analyzes hydraulic proportional servo valve.The result shows that control of neural network method is excellently accurate and fast for nonlinear systems. |
| |
| Keywords: | brake energy electromagnetic proportion servo valves PID CMAC parallel control |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
