Modeling of Stress Neural Network for Excavator Bucket Rod Structure
To study the modeling method of the lever structure of stress neural network,based on the analysis of the stress distribution characteristics of the bucket lever structure under different typical conditions,determines the stress characteristic section of the bucket lever structure,and analyzes the sensitivity of the size parameters of the bucket lever structure to the stress of each feature section.Accordingly,the input variables of the stress neural network model of the bucket lever structure is defined,the model of the structural stress neural network is established,and the prediction error of different neural network model structures is compared and analyzed.The results show that the established neural network model of bucket structure can swiftly predict the stress of bucket structure section with prediction error less than 10%.
excavatorbucket rod structureBP neural networkstress predictionstress characteristic cross section
国家科技期刊平台
NSTL
万方数据
