齿轮选材及热处理工艺智能专家系统

金属学报, 2004, 40(10): 1051-1054.

齿轮选材及热处理工艺智能专家系统

李新城 , 陈光 , 朱伟兴 , 王匀 , 张开华 , 汪建敏

江苏大学机械工程学院

镇江 212013

School of Mechanical Engineering

Jiangsu Univercity

关键词：人工神经网络 , expert system , gear material selection , heat treatment

Intelligent Expert System Used in Gear Material Selection and its Heat Treatment

LI Xincheng , CHEN Guang , ZHU Weixing , WANG Yun , ZHANG KAihua , WANG Jianmin

Keywords： artificial neural network , 专家系统 , 齿轮选材 , 热处理

分析了专家系统和人工神经网络各自的特征和优缺点及其在选材和热处理方面的应用，将人工神经网络技术引入齿轮选材和热处理专家系统，建立了两级BP网络模型，在很大程度上克服了传统专家系统的缺陷。本系统包含有大量的齿轮选材和热处理资料

The characters and weakness of expert system (ES) and artificial neural networks (ANN) have been analyzed. The ANN were led into gear materials selection and heat treatment ES, and 2-grades back propagation (BP) ANN model which has conquered the weakness of traditional ES has been established. This system contains large quantity of knowledge of gear materials and heat treatment process.

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