101. Some investigations into the optimal dimensional synthesis of parallel robots
- Author
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Ridha Kelaiaia, Abdelouahab Zaatri, Olivier Company, Lotfi Chikh, Université 20 Août 1955 Skikda, Université de Constantine, Conception et commande de robots pour la manipulation (DEXTER), Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier (LIRMM), Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier (UM)-Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier (UM), TECNALIA France, and Tecnalia
- Subjects
0209 industrial biotechnology ,Engineering ,Mathematical optimization ,Carry (arithmetic) ,Genetic algorithm NSGA-II ,02 engineering and technology ,User requirements document ,Multi-objective optimization ,Industrial and Manufacturing Engineering ,Set (abstract data type) ,020901 industrial engineering & automation ,Dimensional synthesis ,0202 electrical engineering, electronic engineering, information engineering ,PAR2 robot ,[INFO.INFO-RB]Computer Science [cs]/Robotics [cs.RO] ,Criteria of performance ,Sequential quadratic programming ,business.industry ,Mechanical Engineering ,Parallel manipulator ,Single-objective optimization ,SQP ,Computer Science Applications ,Control and Systems Engineering ,restrict ,Robot ,020201 artificial intelligence & image processing ,business ,Software - Abstract
International audience; In this paper, we will perform a comparison between two approaches of dimensional synthesis of parallel robots. The first one concerns the single-objective optimization approach; in this case, the dimensional synthesis is expressed by taking into account only one performance criterion but enables to get a final solution if it exists. The second one concerns the multi-objective optimization approach; it enables to simultaneously take into account several performance criteria. However, this approach appears to provide a set of solutions instead of a single expected final solution which should directly enable to carry out the structural synthesis. In fact, the search of a single final solution is postponed to a further step where the designers have to impose and/or restrict certain parameters. And we will establish if it is really necessary to make a multi-objective optimization approach or if a single-objective is sufficient to reach the objectives set in the specifications (user requirements). A discussion is proposed concerning the arising questions related to each approach and leading to the optimal dimensional synthesis. The PAR2 robot with two degree-of-freedom is used to exemplify the analysis and the comparison of the two approaches. The proposed comparison can be applied to any classes of parallel robots.
- Published
- 2016
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