Grey Self Adaptive Fuzzy Sliding Mode Control for Flight Simulator Servo System

被引:0
作者
Luo, Youxin [1 ]
Che, Xiaoyi [1 ]
He, Zheming [1 ]
Yang, Jirong [1 ]
机构
[1] Hunan Univ Arts & Sci, Dept Mech Engn, Changde 415000, Peoples R China
来源
INTELLIGENT ROBOTICS AND APPLICATIONS, PT I, PROCEEDINGS | 2008年 / 5314卷
关键词
Self adaptive control; fuzzy control; sliding mode control; servo system;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Friction is an important factor affecting low velocity performance of system. Not only does it result in steady state error, but also cause system to produce crawl and surge. And thus, high precision control is difficult to implement with traditional control method. The self adaptive algorithm can estimate unknown parameters on-line, fuzzy control can prevent the vibration caused by sliding mode and grey prediction controller can estimate next-step output of system with a few data. Based on Stribeck fiction model, the integrated grey self adaptive fuzzy sliding mode control (IGAFSMC) for flight simulator servo system is presented by combining self adaptive control with fuzzy sliding mode control & grey prediction control. Simulation results indicate that the proposed integrated controller can be used to effectively suppress the influence of friction moment, resulting in high precision position trace and better robust. Therefore, it is worthy to extend the model to other nonlinear system control.
引用
收藏
页码:265 / 274
页数:10
相关论文
共 12 条
[1]   Design of a single-input fuzzy logic controller and its properties [J].
Choi, BJ ;
Kwak, SW ;
Kim, BK .
FUZZY SETS AND SYSTEMS, 1999, 106 (03) :299-308
[2]  
Deng Julong, 1989, Journal of Grey Systems, V1, P1
[3]   The integration and application of fuzzy and grey modeling methods [J].
Huang, YP ;
Huang, CC .
FUZZY SETS AND SYSTEMS, 1996, 78 (01) :107-119
[4]   COMPUTER-SIMULATION OF STICK-SLIP FRICTION IN MECHANICAL DYNAMIC-SYSTEMS [J].
KARNOPP, D .
JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 1985, 107 (01) :100-103
[5]   A grey prediction fuzzy controller for constant cutting force in turning [J].
Lian, RJ ;
Lin, BF ;
Huang, JH .
INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 2005, 45 (09) :1047-1056
[6]  
Liu J., 2017, Sliding Mode Control Using MATLAB
[7]  
Liu J., 2004, ADV PID CONTROL ITS
[8]  
Liu Qiang, 2002, Systems Engineering and Electronics, V24, P45
[9]  
Liu Qiang, 2003, Acta Automatica Sinica, V29, P628
[10]  
Lu S, 2007, PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON MECHANICAL ENGINEERING AND MECHANICS 2007, VOLS 1 AND 2, P1930