首页 | 官方网站   微博 | 高级检索  
     

采用智能算法参数整定的磁流变减摆自抗扰控制
引用本文:董磊1,陈增强1,2,孙明玮1,孙青林1,黄朝阳1. 采用智能算法参数整定的磁流变减摆自抗扰控制[J]. 智能系统学报, 2022, 17(5): 951-959. DOI: 10.11992/tis.202109012
作者姓名:董磊1  陈增强1  2  孙明玮1  孙青林1  黄朝阳1
作者单位:1. 南开大学 人工智能学院,天津 300350;2. 天津市智能机器人重点实验室,天津 300350
摘    要:为了提高飞机起飞和降落过程中的稳定性及安全性,采用磁流变阻尼器进行飞机前轮摆振控制。本文描绘了改进的Bouc-wen模型磁流变阻尼器的力学特性,并将之用于一个三自由度的飞机前起落架模型中,而后为此设计了减摆自抗扰控制器(active disturbance rejection control, ADRC);然后采用混沌分数阶天牛群算法整定优化自抗扰控制器的参数。最后,仿真结果显示经智能算法优化参数后的减摆自抗扰控制器能够较好地控制摆振现象,并且其性能具有一定的鲁棒性。

关 键 词:飞机前起落架  摆振  磁流变阻尼器  改进的Bouc-wen模型  减摆  自抗扰控制  天牛群算法  混沌分数阶天牛群算法  参数优化  鲁棒性

Active disturbance rejection control of the magneto-rheological shimmy damper based on the smart chaos fractional-order beetle swarm optimization algorithm
DONG Lei1,CHEN Zengqiang1,2,SUN Mingwei1,SUN Qinglin1,HUANG Zhaoyang1. Active disturbance rejection control of the magneto-rheological shimmy damper based on the smart chaos fractional-order beetle swarm optimization algorithm[J]. CAAL Transactions on Intelligent Systems, 2022, 17(5): 951-959. DOI: 10.11992/tis.202109012
Authors:DONG Lei1  CHEN Zengqiang1  2  SUN Mingwei1  SUN Qinglin1  HUANG Zhaoyang1
Affiliation:1. College of Artificial Intelligence, Nankai University, Tianjin 300350, China;2. Key Laboratory of Intelligent Robots, Tianjin 300350, China
Abstract:To improve the stability and safety of an aircraft during the take-off and landing, a magneto–rheological damper is applied to the shimmy control of its front wheel. In this paper, the mechanical properties of a modified Bouc–Wen magneto–rheological damper are described, which is used in an aircraft landing gear model with three degrees of freedom and for which a third-order active disturbance rejection controller (ADRC) is later designed; subsequently, the chaos fractional-order beetle swarm optimization is used to optimize the controller parameters. Finally, the simulation results indicate that the controller with optimized parameters exhibits good performance in shimmy reducing control with certain robustness.
Keywords:aircraft front landing gear   shimmy   magneto-rheological damper   modified Bouc-wen model   shimmy reduce   active disturbance rejection control   beetle swarm optimization   chaos fractional order beetle swarm optimization   parameters optimization   robustness
点击此处可从《智能系统学报》浏览原始摘要信息
点击此处可从《智能系统学报》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-23

京公网安备 11010802026262号