期刊文献+

基于倒立摆系统的神经网络辅助教学设计 被引量:1

Auxiliary Teaching Design of Neural Network Based on Inverted Pendulum System
下载PDF
导出
摘要 人工神经网络是当今智能控制领域最活跃的分支之一,具有很强的理论及应用价值。该文结合数字倒立摆实验装置和神经网络辨识软件包(nnsysid) ,借助MATLAB工具开发了一个简单的人机交互平台,界面清楚直观,操作方便,帮助学生直观、系统的了解神经网络用于非线性倒立摆系统建模的过程。达到发挥实验设备的功能、丰富教学内容、拓展学生知识面的目的。 The artificial neural network is one of the most active branches of intellectual controlled field nowadays, which has very strong theoretical and practical value. This article, using the digital inverted pendulum Experimental provision and the neural network identification software package (nnsysid), has developed a simple human-computer interaction platform with MATLAB tool. The interface is clear, easy to operate, and useful for students to understand the course of neural network modeling for non-linear inverted pendulum system correctly and systematically. It achieves the purpose of making good use of experimental facilities, enriching the content of courses and expanding student's range of knowledge.
出处 《实验室研究与探索》 CAS 2005年第S1期113-115,133,共4页 Research and Exploration In Laboratory
基金 国家自然科学基金 (60 2 740 2 0 ) 华中科技大学教改项目
关键词 人工神经网络 数字倒立摆 MATLAB 非线性系统建模 artificial neural network inverted pendulum MATLAB non-linear systematic modeling
  • 相关文献

参考文献2

  • 1张威..MATLAB基础与编程入门[M],2004.
  • 2王永骥,涂健编著..神经元网络控制[M].北京:机械工业出版社,1998:428.

同被引文献8

  • 1李凌,袁德成,井元伟.旋转式倒立摆系统控制策略研究[J].实验室研究与探索,2006,25(1):21-23. 被引量:6
  • 2Park C H,Lee W.Improved genetic algorithm for multidisciplinaryoptimization of composite laminates. Computers and Structures . 2008 被引量:1
  • 3Tong Wang,Qing Wang,Yanze Hou,et al.Suboptimal controller de-sign for flexible launch vehicle based on genetic algorithm:selectionof the weighting matrices Q and R. ICIS 2009.IEEE Interna-tional Conference on . 2009 被引量:1
  • 4Hovland G.Evaluation of an online inverted pendulum control exper-iment. IEEE Transactions on Education . 2008 被引量:1
  • 5Zhijun Li,Chunquan Xu.Adaptive fuzzy logic control of dynamic balance and motion for wheeled inverted pendulums. Fuzzy Sets and Systems . 2009 被引量:1
  • 6Shun-Fa Hwang,Rong-Song He.Improving real-parameter genetic algorithm with simulated annealing for engineering problems. Advances in Engineering . 2006 被引量:1
  • 7Hrstka O,Kucerova A.Improvements of real coded genetic algorithms based on differential operators preventing pre-mature convergence. Engineering Software . 2004 被引量:1
  • 8姜增如,杨宇聪.远程斜支架倒立摆算法控制[J].实验室研究与探索,2009,28(3):28-30. 被引量:1

引证文献1

二级引证文献5

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部