{"title":"The Application of BP Algorithm in Optimization of the Supporting Point of Aerial Work Platform","authors":"Jian Zhao, Hongfeng Ma, Liang Sun","doi":"10.1088/1742-6596/2170/1/012006","DOIUrl":null,"url":null,"abstract":"At the moment, the parametric design is used in the design of the supporting point of aerial work platform. With the change of the relative position of the center gravity of each component, it is difficult to provide a great scheme for designer. We need a CAD software to obtain the scheme. The BP algorithm is a neural network algorithm. The mapping relation is obtained by training BP algorithm for the optimization of the supporting point of aerial work platform. When designer input the corresponding design parameters, they can directly get the design scheme.","PeriodicalId":16821,"journal":{"name":"Journal of Physics: Conference Series","volume":"57 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journal of Physics: Conference Series","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1088/1742-6596/2170/1/012006","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
At the moment, the parametric design is used in the design of the supporting point of aerial work platform. With the change of the relative position of the center gravity of each component, it is difficult to provide a great scheme for designer. We need a CAD software to obtain the scheme. The BP algorithm is a neural network algorithm. The mapping relation is obtained by training BP algorithm for the optimization of the supporting point of aerial work platform. When designer input the corresponding design parameters, they can directly get the design scheme.