Bolt force prediction using simplified finite element model and back propagation neural networks

摘要：

　　This study presents briefly the bolt force from finite element analysis and artificial neural network concerning the dynamic behavior and response for the bolt connection with flanges.2D no-linear finite element (FE) analysis approach was applied and the effects of bolt bending and sharing forces were considered for the analysis of the global mechanical behavior of the bolt joint.In order to reduce time,back propagation neural networks (BPNN) was employed as an alternative approach to predict bolt force.Comparison results shows great agreement between trained ANN and FE analysis.

关键词： Finite element bolted connection neural network back propagation bolt force

作者: Yang Fei Gao Pengdong Lu Yongquan

作者单位: Communication University of China Beijing,China

会议类型: 国际会议

会议名称: 2016IEEE第二届信息技术、网络、电子及自动化控制会议

会议地点: 重庆

会议语种:英文

页码: 520-523

在线出版日期: 2016-03-20（万方平台首次上网日期，不代表论文的发表时间）