Research on Evaluation of Leather Handle Property Based on PNN Neural Network

摘要：

　　Evaluation of leather handle property is always a focus question all over the world.HEM method is widely used to evaluate leather handle property nowadays.In this easy,PNN neural network was used as a new method to evaluate leather handle property.At first,basic theory about PNN neural network was briefly introduced.Second,PNN neural network mathematical model for leather handle property evaluation was set up after the mechanical characteristics parameters were selected.Process of PNN neural network designing and Matlab program were given.Third,the ability of PNN neural network to classify leather rank was proofed through program training and sample testing.The result is precise and it indicates that PNN neural network mathematical model has important practical and theory value.

关键词： PNN neural network Leather handle property Matlab program Training Testing

作者: Zhen Wang Xun Huang Ying Huang

作者单位: College of Mechanical and Electrical,Shaan Xi University of Science & Technology,Xian,China

会议类型: 国际会议

会议名称: the 2012 International Conference on Manufacturing Engineering and Automation (2012年制造工程与自动化国际会议(ICMEA2012))

会议地点: 广州

会议语种:英文

页码: 2612-2615

在线出版日期: 2012-11-16（万方平台首次上网日期，不代表论文的发表时间）