Rolling direction prediction of tensegrity robot on the slope based on FEM and GA
文献类型:期刊论文
作者 | Zhao KK(赵凯凯)1,2,4; Chang J(常健)1,2![]() ![]() |
刊名 | PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE
![]() |
出版日期 | 2020 |
卷号 | 234期号:19页码:3846-3858 |
关键词 | Rolling direction predictions tensegrity robot finite element method optimization genetic algorithm |
ISSN号 | 0954-4062 |
产权排序 | 1 |
英文摘要 | Six-strut tensegrity robot is a new mobile robot whose outer surface is an icosahedron containing 8 regular triangles and 12 isosceles triangles, and the robot performs rolling locomotion along the edges of the triangle. On the slope, it has lots of poses depending on the slope's angles and positions of robot, which is difficult to control the rolling directions in the real world. This paper proposed a new method based on finite element method and a genetic algorithm to predict the rolling directions of the robot. The balanced forces equations of robot nodes are established using finite element method, which is a constrained optimization problem. The equations are transformed into an unconstrained optimization problem by the thinking of sequential unconstrained minimization technique. Finally, the unconstrained optimization problem is calculated by genetic algorithm, and the relations between the actuators and the rolling directions are obtained through the dot product of gravitational torque and the edge vector of bottom triangle. This method is verified by simulation and experiment results. |
WOS关键词 | LOCOMOTION ; BEHAVIOR |
资助项目 | National Natural Science Foundation of China[61803365] |
WOS研究方向 | Engineering |
语种 | 英语 |
WOS记录号 | WOS:000527779000001 |
资助机构 | National Natural Science Foundation of ChinaNational Natural Science Foundation of China [61803365] |
源URL | [http://ir.sia.cn/handle/173321/26745] ![]() |
专题 | 沈阳自动化研究所_机器人学研究室 |
通讯作者 | Zhao KK(赵凯凯); Chang J(常健) |
作者单位 | 1.State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Science, Shenyang, China 2.Institute for Robotics and Intelligent Manufacturing, Chinese Academy of Science, Shenyang, China 3.Institute of Automation, Chinese Academy of Sciences, Beijing, China 4.Shenyang Institute of Automation, Chinese Academy of Science, Shenyang, China |
推荐引用方式 GB/T 7714 | Zhao KK,Chang J,Li B,et al. Rolling direction prediction of tensegrity robot on the slope based on FEM and GA[J]. PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE,2020,234(19):3846-3858. |
APA | Zhao KK,Chang J,Li B,&Du WJ.(2020).Rolling direction prediction of tensegrity robot on the slope based on FEM and GA.PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE,234(19),3846-3858. |
MLA | Zhao KK,et al."Rolling direction prediction of tensegrity robot on the slope based on FEM and GA".PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE 234.19(2020):3846-3858. |
入库方式: OAI收割
来源:沈阳自动化研究所
其他版本
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。