The paper deals with the generation of optimal trajectories for industrial robots in machining and additive manufacturing applications. The proposed method uses an Ant Colony algorithm to solve a kinodynamic motion planning problem. It exploits the kinematic redundancy that is often present in these applications to optimize the execution of trajectory. At the same time, the robot kinematics and dynamics constraints are respected and robot collisions are avoided. To reduce the computational burden, the task workspace is discretized enabling the use of efficient network solver based on Ant Colony theory. The proposed method is validated in robotic milling and additive manufacturing real-world scenarios.

Optimal robot motion planning of redundant robots in machining and additive manufacturing applications

Beschi, Manuel
Primo
Membro del Collaboration Group
;
Mutti, Stefano
Membro del Collaboration Group
;
Nicola, Giorgio
Secondo
Membro del Collaboration Group
;
Faroni, Marco
Membro del Collaboration Group
;
Magnoni, P.
Membro del Collaboration Group
;
Villagrossi, Enrico
Membro del Collaboration Group
;
Pedrocchi, Nicola
Ultimo
Membro del Collaboration Group
2019

Abstract

The paper deals with the generation of optimal trajectories for industrial robots in machining and additive manufacturing applications. The proposed method uses an Ant Colony algorithm to solve a kinodynamic motion planning problem. It exploits the kinematic redundancy that is often present in these applications to optimize the execution of trajectory. At the same time, the robot kinematics and dynamics constraints are respected and robot collisions are avoided. To reduce the computational burden, the task workspace is discretized enabling the use of efficient network solver based on Ant Colony theory. The proposed method is validated in robotic milling and additive manufacturing real-world scenarios.
2019
Istituto di Sistemi e Tecnologie Industriali Intelligenti per il Manifatturiero Avanzato - STIIMA (ex ITIA)
Advanced industrial applications
Ant-colony optimization
Kino-dynamics motion planning
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Descrizione: Optimal robot motion planning of redundant robots in machining and additive manufacturing applications
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/372096
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