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A framework for robotic excavation and dry stone construction using on-site materials.
Ryan Luke Johns1,2, Martin Wermelinger1, Ruben Mascaro3,4
1Robotic Systems Lab, ETH Zurich, Zurich, Switzerland.
Science Robotics
|November 22, 2023
Summary
This study introduces a robotic construction system for building walls and landscapes using local stones. The automated process efficiently utilizes in situ resources, offering a sustainable and carbon-reducing building alternative.
Area of Science:
- Robotics and Automation
- Construction Engineering
- Sustainable Materials
Background:
- Traditional construction relies on resource-intensive processes and transportation.
- In situ resource utilization (ISRU) offers a sustainable alternative for construction.
- Robotic systems can enhance efficiency and precision in building processes.
Purpose of the Study:
- To develop and demonstrate a robotic construction pipeline for building with heterogeneous local stone materials.
- To enable autonomous planning and execution of freeform stone wall and landscape construction.
- To showcase the potential of robotic excavators for in situ resource utilization in construction.
Main Methods:
- A robotic excavator equipped with a shovel and gripper was utilized.
- The system employs machine learning for stone detection, segmentation, and 3D scanning.
- A geometric planning algorithm with constrained registration and signed-distance-field classification was developed for stone placement.
- Autonomous terrain-shaping capabilities were integrated.
Main Results:
- Successful construction of a freestanding stone wall (10m x 1.7m x 4m).
- Demonstrated a permanent retaining wall (65.5m x 1.8m x 6m) integrated with robotically contoured terraces (665 sqm).
- Validated the system's ability to handle highly irregular and heterogeneous local materials.
Conclusions:
- Robotic systems can effectively perform complex manipulation tasks for dry stone construction.
- Autonomous heavy construction vehicles offer adaptive building potential with sustainable, locally sourced materials.
- The developed pipeline significantly reduces the need for material transportation and preprocessing, contributing to carbon reduction.
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