arXiv Open Access 2024

Holistic Construction Automation with Modular Robots: From High-Level Task Specification to Execution

Jonathan Külz Michael Terzer Marco Magri Andrea Giusti Matthias Althoff
Lihat Sumber

Abstrak

In situ robotic automation in construction is challenging due to constantly changing environments, a shortage of robotic experts, and a lack of standardized frameworks bridging robotics and construction practices. This work proposes a holistic framework for construction task specification, optimization of robot morphology, and mission execution using a mobile modular reconfigurable robot. Users can specify and monitor the desired robot behavior through a graphical interface. In contrast to existing, monolithic solutions, we automatically identify a new task-tailored robot for every task by integrating \acf{bim}. Our framework leverages modular robot components that enable the fast adaption of robot hardware to the specific demands of the construction task. Other than previous works on modular robot optimization, we consider multiple competing objectives, which allow us to explicitly model the challenges of real-world transfer, such as calibration errors. We demonstrate our framework in simulation by optimizing robots for drilling and spray painting. Finally, experimental validation demonstrates that our approach robustly enables the autonomous execution of robotic drilling.

Topik & Kata Kunci

Penulis (5)

J

Jonathan Külz

M

Michael Terzer

M

Marco Magri

A

Andrea Giusti

M

Matthias Althoff

Format Sitasi

Külz, J., Terzer, M., Magri, M., Giusti, A., Althoff, M. (2024). Holistic Construction Automation with Modular Robots: From High-Level Task Specification to Execution. https://arxiv.org/abs/2412.20867

Akses Cepat

Lihat di Sumber
Informasi Jurnal
Tahun Terbit
2024
Bahasa
en
Sumber Database
arXiv
Akses
Open Access ✓