Knowledge-based automated mechanical design of a robot manipulator

dc.contributor.authorPastor, Robert
dc.contributor.authorMihola, Milan
dc.contributor.authorZeman, Zdeněk
dc.contributor.authorBoleslavský, Adam
dc.date.accessioned2022-09-15T10:05:22Z
dc.date.available2022-09-15T10:05:22Z
dc.date.issued2022
dc.description.abstractDesign methods have been improving with an increasing level of algorithmic support for some time. The most recent advances include generative design and various optimization methods. However, the automated design tools are often focused on a single stage of the design process, for example, kinematics design, mechanical topology, or drive selection. In this paper, we show the whole design process of a robotic manipulator in an automated workflow. The method consisted of two main parts: a genetic optimization of the kinematic structure and an iterative automated CAD design. The method was then applied to a case study in which a manipulator with five degrees of freedom for a handling task was designed.cs
dc.description.firstpageart. no. 5897cs
dc.description.issue12cs
dc.description.sourceWeb of Sciencecs
dc.description.volume12cs
dc.identifier.citationApplied Sciences. 2022, vol. 12, issue 12, art. no. 5897.cs
dc.identifier.doi10.3390/app12125897
dc.identifier.issn2076-3417
dc.identifier.urihttp://hdl.handle.net/10084/148626
dc.identifier.wos000816285200001
dc.language.isoencs
dc.publisherMDPIcs
dc.relation.ispartofseriesApplied Sciencescs
dc.relation.urihttps://doi.org/10.3390/app12125897cs
dc.rights© 2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.cs
dc.rights.accessopenAccesscs
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/cs
dc.subjectkinematics optimizationcs
dc.subjectmodular manipulatorcs
dc.subjectgenetic optimizationcs
dc.subjectknowledge-based systemcs
dc.subjectautomated CAD designcs
dc.titleKnowledge-based automated mechanical design of a robot manipulatorcs
dc.typearticlecs
dc.type.statusPeer-reviewedcs
dc.type.versionpublishedVersioncs

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