PERCEPTRON BASED NONLINEAR SLIDING MODE CONTROL
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摘要: 利用Perceptron的两类模式分类特性对非线性滑动模态方程的Lyapunov函数进行训练，以求得非线性系统的切换函数，并进行滑模控制器设计，为非线性滑模控制系统的综合设计提供了一条新的途径，并应用于车削系统中．
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关键词:
- Perceptron /
- 滑动模态 /
- 切换函数 /
- 滑模控制
Abstract: In this paper, the Lyapunov function of the nonlinear sliding mode is trained by the learning algorithm of the perceptron which has the characteristics of the linear separable classification. The switching function of the nonlinear system is obtained by this Lyapunov function and the sliding mode controller is designed also by the perceptron constructed with this switching matrix. A new systematic procedures of the nonlinear system is developed by this perceptron based nonlinear sliding mode control. The simulation of the turning system using this control strategy shows that this control strategy is much efficiency.-
Keywords:
- perceptron /
- sliding model /
- switching function /
- sliding mode control
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1 高为炳. 变结构控制理论基础. 中国科学技术出版社, 1990
2 李清泉. 自适应控制系统理论设计与应用. 科学出版社, 1990
3 焦李成. 神经网络系统理论. 西安电子科技大学出版社, 1990
4 Banks S P, Harris on R F. Can Perceptrons Find Lyapunov Functions-An Algorithmic Approach to Systems Stability. First IEE Int. Conference on Artificial Neural Network, 1989: 364～368
5 Chang Y F, Chen B S. The V S S Controller Design and Implementation for the Constant Turning Force Adaptive Control System. Int J Mach Tools Manufact, 1988, 24(4) : 373～387
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