Larsen, Lars and Kim, Jonghwa (2021) Path planning of cooperating industrial robots using evolutionary algorithms. Robotics and Computer-Integrated Manufacturing, 67. Elsevier. doi: 10.1016/j.rcim.2020.102053. ISSN 0736-5845.
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Official URL: http://www.sciencedirect.com/science/article/pii/S0736584520302647
Abstract
In recent years carbon fibre reinforced plastics (CFRP) have gained enormous popularity in aircraft applications. Since the material is very expensive, costs have to be saved through an automated production. For the manufacturing of large structures it is often advisable to use cooperating robots. However, a major problem for the economic use of complex components is the programming of the robot paths. Manual teach-in is no feasible solution and therefore often decides if automated production is profitable. In this work, a system is presented which automatically calculates robot paths using evolutionary algorithms. The use of the proposed system allows, to reduce the commissioning time drastically and changes to the process can be made without great effort by changing the component data.
Item URL in elib: | https://elib.dlr.de/139473/ | ||||||||||||
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Document Type: | Article | ||||||||||||
Title: | Path planning of cooperating industrial robots using evolutionary algorithms | ||||||||||||
Authors: |
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Date: | February 2021 | ||||||||||||
Journal or Publication Title: | Robotics and Computer-Integrated Manufacturing | ||||||||||||
Refereed publication: | Yes | ||||||||||||
Open Access: | No | ||||||||||||
Gold Open Access: | No | ||||||||||||
In SCOPUS: | Yes | ||||||||||||
In ISI Web of Science: | Yes | ||||||||||||
Volume: | 67 | ||||||||||||
DOI: | 10.1016/j.rcim.2020.102053 | ||||||||||||
Publisher: | Elsevier | ||||||||||||
ISSN: | 0736-5845 | ||||||||||||
Status: | Published | ||||||||||||
Keywords: | Path planning, Evolutionary algorithms, Cooperating robots, Pick and place | ||||||||||||
HGF - Research field: | Aeronautics, Space and Transport | ||||||||||||
HGF - Program: | Aeronautics | ||||||||||||
HGF - Program Themes: | fixed-wing aircraft | ||||||||||||
DLR - Research area: | Aeronautics | ||||||||||||
DLR - Program: | L AR - Aircraft Research | ||||||||||||
DLR - Research theme (Project): | L - Simulation and Validation (old) | ||||||||||||
Location: | Augsburg | ||||||||||||
Institutes and Institutions: | Institute of Structures and Design > Automation and Production Technology | ||||||||||||
Deposited By: | Larsen, Lars-Christian | ||||||||||||
Deposited On: | 18 Dec 2020 10:21 | ||||||||||||
Last Modified: | 24 May 2022 23:46 |
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