GPU-Accelerated Collision-Free Path Planning for Multi- Axis Robots in Construction Automation
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| Publicat a: | ISARC. Proceedings of the International Symposium on Automation and Robotics in Construction vol. 42 (2025), p. 421-428 |
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| Altres autors: | , , , |
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IAARC Publications
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| Accés en línia: | Citation/Abstract Full Text - PDF |
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| LEADER | 00000nab a2200000uu 4500 | ||
|---|---|---|---|
| 001 | 3240508634 | ||
| 003 | UK-CbPIL | ||
| 035 | |a 3240508634 | ||
| 045 | 2 | |b d20250101 |b d20251231 | |
| 084 | |a 180234 |2 nlm | ||
| 100 | 1 | |a Vukorep, Ilija |u Faculty of Architecture, Civil Engineering and Urban Planning, BTU Cottbus-Senftenberg, Germany | |
| 245 | 1 | |a GPU-Accelerated Collision-Free Path Planning for Multi- Axis Robots in Construction Automation | |
| 260 | |b IAARC Publications |c 2025 | ||
| 513 | |a Journal Article | ||
| 520 | 3 | |a The Architecture, Engineering, and Construction (AEC) sector faces increasing pressure for higher production rates amidst a growing shortage of skilled labor, driving the demand for advanced robotic applications to enhance precision, efficiency, and adaptability in complex environments. This paper introduces a software setup designed to ensure collision-free movements for multi-axis robots in AEC scenarios. Our approach leverages the NVIDIA cuRobo framework's robust capabilities, seamlessly integrated with Grasshopper for Rhino 3D software (GH), a tool widely recognized for its versatility in parametric design. The integration of these technologies allows for the efficient online generation of optimal path movements, avoiding collisions even in highly intricate settings and changing environments. This is achieved in a remarkably short timeframe, enhancing productivity and reducing downtime. NVIDIAs framework's GPU-driven architecture paired with our GH parametric and controlling setup is a significant advancement, validated through a case study involving a complex, tree-like structure constructed from timber sticks. Using a six-axis robotic arm, the study demonstrates the system's capability to navigate and manipulate within congested spaces efficiently. With this enhanced automation workflow, new possibilities emerge for robotic applications, from industrial automation to sophisticated construction projects. Our GH software also allows visualization and exchange with URDF-models and better planning of collision logic, which was previously only possible with ROS and Nvidia Isaac technology. | |
| 653 | |a Robotics | ||
| 653 | |a Software | ||
| 653 | |a Collision avoidance | ||
| 653 | |a Timber construction | ||
| 653 | |a Automation | ||
| 653 | |a Graphics processing units | ||
| 653 | |a Robot arms | ||
| 653 | |a Path planning | ||
| 653 | |a Changing environments | ||
| 700 | 1 | |a Starke, Rolf |u Faculty of Architecture, Civil Engineering and Urban Planning, BTU Cottbus-Senftenberg, Germany | |
| 700 | 1 | |a Khajehee, Arastoo |u Department of Architecture, Graduate School of Engineering, The University of Tokyo, Japan | |
| 700 | 1 | |a Rogeau, Nicolas |u Department of Architecture, Graduate School of Engineering, The University of Tokyo, Japan | |
| 700 | 1 | |a Ikeda, Yasushi |u Department of Architecture, Graduate School of Engineering, The University of Tokyo, Japan | |
| 773 | 0 | |t ISARC. Proceedings of the International Symposium on Automation and Robotics in Construction |g vol. 42 (2025), p. 421-428 | |
| 786 | 0 | |d ProQuest |t Advanced Technologies & Aerospace Database | |
| 856 | 4 | 1 | |3 Citation/Abstract |u https://www.proquest.com/docview/3240508634/abstract/embedded/ITVB7CEANHELVZIZ?source=fedsrch |
| 856 | 4 | 0 | |3 Full Text - PDF |u https://www.proquest.com/docview/3240508634/fulltextPDF/embedded/ITVB7CEANHELVZIZ?source=fedsrch |