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›› 2003, Vol. 29 ›› Issue (09): 155-.

• 论文 • 上一篇    下一篇

粗糙集-神经网络-专家系统混合系统及其应用

陈文林,郝丽娜,徐心和   

  1. 东北大学资源土木工程学院,东北大学机械工程与自动化学院, 东北大学控制仿真中心 沈阳 110004
  • 发布日期:2003-05-15

Hybrid System of Rough Set - Neural Networks - Expert System and Its Applications

CHEN Wenlin 1, HAO Lina 2,XU Xinhe 3   

  1. (1. Institute of Civil Engineering, Northeastern University, Shenyang 110004;2. College of Mechanical Engineering & Automation, Northeastern University ;3. Control & Simulation Research Center, Northeastern University )
  • Published:2003-05-15

摘要: 针对不准确、不完整的信息系统,设计了一个用于分类的粗糙集-神经网络-专家系统的混合系统,给出了系统的流程图,描述了系统各组成部分的工作原理,通过一个滚动轴承技术诊断实例证明了该系统的有效性。

关键词: 粗糙集, 人工神经网络, 专家系统, 故障诊断

Abstract: This paper states the research meanings of hybrid system of rough set - neural networks - expert system used to classification aiming at imprecise and incomplete information system especially, designs a system flow chart, describes work principles of each parts, and proves the validity through the examples of ball screw fault diagnosis.

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