Design and Optimization of a Control Framework for Robot Assisted Additive Manufacturing Based on the Stewart Platform
Tamir, Tariku Sinshaw; Xiong,Gang; Dong,Xisong; Fang,Qihang; Liu,Sheng; Lodhi,Ehtisham; Shen,Zhen; Wang, Fei-Yue
发表期刊International Journal of Control, Automation and Systems
2022-03
卷号20期号:3页码:968-982
摘要

Additive manufacturing, also known as 3D printing, is an emerging technology. The existing additive manufacturing technologies deploy 3-axis printing mechanism where the material accumulation grows only in the z-direction. This results in limited printing freedom. Apart from this, support structures are needed to print overhang structures. Removal of these support mechanism ultimately reduces print quality. This paper proposes a novel robotassisted additive manufacturing along with a control system framework, which possesses multi-directional printing without support structures. Taking the advantage of its high stiffness and high payload-to-weight ratio, a 6-degree of freedom Stewart platform manipulator is designed to substitute the printer build plate. The kinematics and dynamics of the manipulator is formulated. Then, an extended proportion-derivation sliding mode controller is designed for trajectory tracking. The modified grey wolf optimization algorithm is applied to compute the optimal controller parameters. The integral absolute error (IAE) is used as a cost function and its global minimum value is reached in the iteration interval [75,100]. The analytical model simulation in MATLAB is run for 10 seconds, and the results show that the desired length trajectories of the six legs of the manipulator are achieved after 3.5 seconds. The performance of the analytical model is verified on the automated dynamic analysis of mechanical systems (ADAMS).

关键词Additive Manufacturing, Extended Proportion-Derivation Sliding Mode Controller, Grey Wolf Optimization, Print Quality, Stewart Platform
收录类别SCI
语种英语
WOS记录号WOS:000767788700024
引用统计
被引频次:10[WOS]   [WOS记录]     [WOS相关记录]
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/47488
专题多模态人工智能系统全国重点实验室_平行智能技术与系统团队
通讯作者Shen,Zhen
推荐引用方式
GB/T 7714
Tamir, Tariku Sinshaw,Xiong,Gang,Dong,Xisong,et al. Design and Optimization of a Control Framework for Robot Assisted Additive Manufacturing Based on the Stewart Platform[J]. International Journal of Control, Automation and Systems,2022,20(3):968-982.
APA Tamir, Tariku Sinshaw.,Xiong,Gang.,Dong,Xisong.,Fang,Qihang.,Liu,Sheng.,...&Wang, Fei-Yue.(2022).Design and Optimization of a Control Framework for Robot Assisted Additive Manufacturing Based on the Stewart Platform.International Journal of Control, Automation and Systems,20(3),968-982.
MLA Tamir, Tariku Sinshaw,et al."Design and Optimization of a Control Framework for Robot Assisted Additive Manufacturing Based on the Stewart Platform".International Journal of Control, Automation and Systems 20.3(2022):968-982.
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