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Title
Torque-based methodology and experimental implementation for industrial robot standby pose optimization
Author
Izagirre, UnaiORCID
Arcin, Gautier
andonegui, imanolORCID
Eciolaza, LukaORCID
Zurutuza, UrkoORCID
Research Group
Análisis de datos y ciberseguridad
Robótica y automatización
Other institutions
Université de Toulouse
Version
Postprint
Document type
Journal Article
Language
English
Rights
© Springer Nature
Access
Open access
URI
https://hdl.handle.net/20.500.11984/14637
Publisher’s version
https://doi.org/10.1007/s00170-020-06234-5
Published at
International Journal of Advanced Manufacturing Technology  Vol. 111 (7-8)
Primera página
2065
Última página
2072
Publisher
Springer Nature
Keywords
Pose optimization
PHM
Industrial robots
Genetic algorithms ... [+]
Pose optimization
PHM
Industrial robots
Genetic algorithms
Sustainable manufacturing [-]
Subject (UNESCO Thesaurus)
Automatic control
Robotics
Data analysis
Data protection
UNESCO Classification
Automation technology
Automated production systems
Data analysis
Abstract
This manuscript reports on a novel methodology and experimental implementation for industrial robot standby pose optimization. First, we analyze the influence of the standby pose of robots in the redu ... [+]
This manuscript reports on a novel methodology and experimental implementation for industrial robot standby pose optimization. First, we analyze the influence of the standby pose of robots in the reduction of their useful life by conducting a preliminary study in an automotive assembly line. Afterwards, we propose a novel methodology to optimize the standby pose of industrial robots by minimizing the torque applied in the joints. The results show that the methodology can reduce by 31.37% the average torque applied by a 200-kg-payload, 6 degree-of-freedom industrial robot in normal production conditions. In addition, we demonstrate that the methodology is robot model and tool invariant, by implementing the presented solution in a Kuka KR3 and two ABB IRB 6400r robots with different tools. The benefits of optimizing the standby pose of industrial robots in manufacturing assembly lines are twofold. First, it reduces the stress and temperature of the joints, increasing the remaining useful life. Second, it offers the possibility of substantially reducing the energy consumption of the production line, as the time spent by industrial robots in a standby pose can reach up to 80% of their total operational time. [-]
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