Time Study of Automatic Edgebanding Machine Using BP Artificial Network

摘要：

　　The edgebanding time is measured in one furniture factory made for wardrobe in Guangdong province,the BP network model has been built between operation time and length of gluing edge,cross edge,thickness of edgeband,then the data is calculated,trained and simulated by BP network tool box of Matlab R2009b.The result shows that BP network is a good method to build the correlation between factors and operation time,and the simulation accuracy is high by training of detailed data,MSE(Mean Squared Error) fulfills the target error of 0.001 when the net training get 1470 cycles,and the maximum error of output is less than 0.3 second,the relative error was less than 5%,the actual requirement of practice can be fulfilled.

关键词： BP artificial network time study automatic edgebanding machine Matlab R2009b

作者: Jingxin Hao Wenjin Liu

作者单位: Central South University of Forestry and Technology, Changsha, Hunan, 410004, China Hunan I.D.Center of Furniture and Furnishing, Changsha, Hunan, 410004, China

会议类型: 国际会议

会议名称: the 2012 International Conference on Frontiers of Advanced Materials and Engineering Technology (2012年先进材料与工程技术国际会议(FAMET 2012))

会议地点: 厦门

会议语种:英文

页码: 1514-1518

在线出版日期: 2012-01-04（万方平台首次上网日期，不代表论文的发表时间）