標題: | Biomimetic Robotic Construction Process An approach for adapting mass irregular-shaped natural materials |
作者: | Cheng, Chi-Li Hou, June-Hao 交大名義發表 National Chiao Tung University |
關鍵字: | Biomimetic Design;Machine Learning;Natural Material;Point Cloud Analysis;Robotic Fabrication |
公開日期: | 1-一月-2016 |
摘要: | Beaver dams are formed by two main processes. One is that beavers select proper woods for constructing. The other one is that streams aggregate those woods to be assembled. Using this approach to construction structure is suitable for natural environment. In this paper, we attempt to develop a construction process which is suitable for all-terrain construction robot in the future. This construction process is inspired by beavers' construction behavior in nature. Beavers select proper sticks to make the structure stable. We predict that particular properties of sticks contribute gravity-driven assembly of wood structure. Thus, we implement the system with machine learning to find proper properties of sticks to improve selection mechanism of construction process. During this construction process, 3D scanner on robotic arm scans and recognizes sticks on terrain, and then robot will select proper sticks and place them. After placement, the system will scan and record the results for learning mechanism. |
URI: | http://hdl.handle.net/11536/146582 |
期刊: | ECAADE 2016: COMPLEXITY & SIMPLICITY, VOL 1 |
起始頁: | 133 |
結束頁: | 142 |
顯示於類別: | 會議論文 |