{"title":"The Effect of Adding a One Degree of Freedom to a Robotic Manipulator","authors":"M. Cardona, J. L. Ordoñez-Ávila, Islam Magomedouv","doi":"10.1109/ICMLANT56191.2022.9996535","DOIUrl":null,"url":null,"abstract":"The morphology of industrial robots is a topic that many researchers are analyzing. Robots cinematic of 6 and 7 DOF can be compared to determine its advantage and applicability. The purpose of this project is to compare the effect of adding a one degree of freedom end effector to a six degree of freedom robot, in order to understand the kinematic advantages that this represents. The method proposed in this work consists of adding a degree of freedom to the same robot to statistically compare if there is a significant difference between the two systems. The data for the statistical analysis were extracted by means of solidworks motion simulations. By performing the statistical tests of normality, sign test and t-student test as appropriate, it was shown that there are no significant differences in the systems. It is concluded that the kinematic characteristics are not a relevant parameter for the selection between the two systems based on the statistical tests.","PeriodicalId":224526,"journal":{"name":"2022 IEEE International Conference on Machine Learning and Applied Network Technologies (ICMLANT)","volume":"91 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 IEEE International Conference on Machine Learning and Applied Network Technologies (ICMLANT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICMLANT56191.2022.9996535","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
The morphology of industrial robots is a topic that many researchers are analyzing. Robots cinematic of 6 and 7 DOF can be compared to determine its advantage and applicability. The purpose of this project is to compare the effect of adding a one degree of freedom end effector to a six degree of freedom robot, in order to understand the kinematic advantages that this represents. The method proposed in this work consists of adding a degree of freedom to the same robot to statistically compare if there is a significant difference between the two systems. The data for the statistical analysis were extracted by means of solidworks motion simulations. By performing the statistical tests of normality, sign test and t-student test as appropriate, it was shown that there are no significant differences in the systems. It is concluded that the kinematic characteristics are not a relevant parameter for the selection between the two systems based on the statistical tests.