ADAPTIVE TERMINAL SLIDING MODE BASED SENSORLESS SPEED CONTROL FOR UNDERWATER THRUSTER

被引:5
|
作者
Chu, Zhenzhong [1 ]
Zhu, Daqi [1 ]
Yang, Simon X. [2 ]
机构
[1] Shanghai Maritime Univ, Lab Underwater Vehicle & Intelligent Syst, Shanghai, Peoples R China
[2] Univ Guelph, Sch Engn, Guelph, ON N1G 2W1, Canada
来源
INTERNATIONAL JOURNAL OF ROBOTICS & AUTOMATION | 2016年 / 31卷 / 03期
基金
中国国家自然科学基金;
关键词
Underwater thruster; speed control; fast terminal sliding mode; sensorless; adaptive; TRACKING CONTROL; OBSERVER; IMPLEMENTATION; DRIVE;
D O I
10.2316/Journal.206.2016.3.206-4428
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper a sensorless speed control method for underwater thruster with brushed DC motor is addressed. Considering the problem that the motor of underwater thruster is not equipped with speed detection sensor, a fast terminal sliding mode observer is proposed to estimate the angular speed of motor. According to the estimated angular speed value, the fast terminal sliding mode controllers of speed loop and current loop based on backstepping method are designed. For that the motor load torque cannot be determined easily, radial basis function (RBF) neural network is used for online adaptive identification in the design of speed loop controller. Finally, the effectiveness of the proposed approach is demonstrated with simulation and experiments.
引用
收藏
页码:187 / 197
页数:11
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