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Multi-robot system task allocation mechanism for smart factory

机译:智能工厂的多机器人系统任务分配机制

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摘要

The smart factory has been developed many years, but the current situation of multi-robot task allocation mechanism only applicable to homogeneous robot systems, the problem of heterogeneous multi-robot cooperative task allocation is studied in this paper. A distributed auction algorithm is designed to classify different capabilities of robots with adopting atomic ability. The robot capability model and the task capability model are established, based on the distance between the robot and the target task and the matching degree between the robot capability and the task, a task allocation problem model is established to solve the problem of heterogeneous multi-robot collaborative task allocation. The simulation results show the correctness of the model and the effectiveness of the algorithm.
机译:智能工厂已经发展了很多年,但目前多机器人任务分配机制仅适用于同类机器人系统的现状,本文研究了异构多机器人协作任务分配问题。设计了一种分布式拍卖算法,以采用原子能力对机器人的不同能力进行分类。建立了机器人能力模型和任务能力模型,根据机器人与目标任务之间的距离以及机器人能力与任务之间的匹配程度,建立了任务分配问题模型来解决异构多任务问题。机器人协作任务分配。仿真结果表明了模型的正确性和算法的有效性。

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