Adaptive sliding mode attitude control of 2-degrees-of-freedom helicopter system with actuator saturation and disturbances

被引:2
|
作者
Li, Ruobing [1 ,3 ]
Lei, Changyi [2 ]
Shi, Baiyang [1 ]
Zhu, Quanmin [1 ]
Yue, Xicai [1 ]
机构
[1] Univ West England Frenchy Campus, Sch Engn, Coldharbour Lane Bristol, Bristol, England
[2] Kings Coll London, London, England
[3] Univ West England Frenchy Campus, Sch Engn, 11 jekyll Close, Bristol BS16 1UX, England
关键词
Two-degrees-of-freedom helicopter; sliding mode control; adaptive neural network; actuator saturation;
D O I
10.1177/10775463231212530
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
The modelling uncertainties, external disturbance and actuator saturation issues will degrade the performance and even the safety of flight. To improve control performance, this study proposes an adaptive U-model based double sliding control (UDSMC) algorithm combined with a radial basis function neural network (RBFNN) for a nonlinear two-degrees-of-freedom (2-DOF) helicopter system. Firstly, the adaptive RBFNN is designed to approximate the system dynamics with unknown uncertainties. Furthermore, two adaptive laws are designed to deal with unknown external disturbances and actuator saturation errors. The global stability of the proposed helicopter control system is rigorously guaranteed by the Lyapunov stability analysis, realizing precise attitude tracking control. Finally, the comparative experiments with conventional SMC and adaptive SMC algorithms conducted on the Quanser Aero2 platform demonstrate the effectiveness and feasibility of the proposed 2-DOF helicopter control algorithm.
引用
收藏
页数:19
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