An Autonomous Task Assignment Paradigm for Autonomous Robotic In-Space Assembly

被引:5
|
作者
Moser, Joshua [1 ]
Hoffman, Julia [2 ]
Hildebrand, Robert [2 ]
Komendera, Erik [1 ]
机构
[1] Virginia Tech, Field & Space Expt Robot Lab Mech Engn, Blacksburg, VA 24061 USA
[2] Virginia Tech, Grad Dept Ind & Syst Engn, Blacksburg, VA USA
来源
基金
美国国家航空航天局;
关键词
autonomous robotic assembly; in-space assembly; mixed integer programming; markov decision process; task allocation; task sequencing; stochastic assembly environment;
D O I
10.3389/frobt.2022.709905
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
The development of autonomous robotic systems is a key component in the expansion of space exploration and the development of infrastructures for in-space applications. An important capability for these robotic systems is the ability to maintain and repair structures in the absence of human input by autonomously generating valid task sequences and task to robot allocations. To this end, a novel stochastic problem formulation paired with a mixed integer programming assembly schedule generator has been developed to articulate the elements, constraints, and state of an assembly project and solve for an optimal assembly schedule. The developed formulations were tested with a set of hardware experiments that included generating an optimal schedule for an assembly and rescheduling during an assembly to plan a repair. This formulation and validation work provides a path forward for future research in the development of an autonomous system capable of building and maintaining in-space infrastructures.
引用
收藏
页数:20
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