학술논문

Stability-Based Sequence Planning for Robotic Dry-Stacking of Natural Stones
Document Type
Periodical
Author
Source
IEEE Robotics and Automation Letters IEEE Robot. Autom. Lett. Robotics and Automation Letters, IEEE. 8(9):5894-5901 Sep, 2023
Subject
Robotics and Control Systems
Computing and Processing
Components, Circuits, Devices and Systems
Planning
Stability analysis
Robot sensing systems
Buildings
Three-dimensional displays
Physics
Manipulators
Robotics and automation in construction
assembly
Language
ISSN
2377-3766
2377-3774
Abstract
The ability to autonomously build strong, dry-stacked structures with in-situ objects would enable new robotic applications in disaster response and remote site preparation. Previous works have demonstrated that heuristics adapted from masonry manuals allow robots to build freestanding dry-stacked structures but have failed to evaluate the strength of the structures. In this letter, we focus on the stability of the dry-stacked structures in both simulation and physical implementation. To estimate the strength of a wall, we physically construct and destructively test a single wall building plan multiple times. We then validate that the simulated strength predicts the strength of the physical walls. We show that evaluating strength throughout the planning process can significantly improve the final stability of structures. Furthermore, we observe that stronger walls are easier to build with a robot because they are more resilient to execution errors. We also investigate the role of execution errors that are due to the limited manipulation skills of a position controlled pinch grip for object placement and show that it is not necessarily a limiting factor to building strong walls.