A dynamic fuzzy neural networks controller for dynamic load simulator

被引：0
|
作者：
Guo, Ben [1 ]
Wang, Ming-Yan [1 ]
Zhang, Ran [1 ]
机构：
[1] Harbin Inst Technol, Dept Elect Engn, Harbin 150001, Peoples R China
来源：
PROCEEDINGS OF 2006 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-7 | 2006年
关键词：
dynamic load simulator; fuzzy system; neural networks; inverse model control;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper presents the design, development of dynamic load simulator based on dynamic fuzzy neural networks (D-FNNs) controller. Dynamic load simulator (DLS) can reproduce desired load torque acting on loaded object to test its performance and stability. In DLS, the redundancy torque caused by the motion of loaded object has a very poor effect on the loading accuracy. So a simplified dynamic model is derived to clarify the causation of redundancy torque, and a inverse model controller based on D-FNNs is implemented to compensate redundancy torque and improve the accuracy of load torque despite the nonlinearity and uncertainties in the DLS system. The effectiveness of D-FNNs controller for DLS is verified by numerical simulation and experiment.
引用
收藏
页码：375 / +
页数：2
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