最优机器人单元协调调度算法比较

A. Kobetski, D. Spensieri, Martin Fabian
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引用次数: 13

摘要

灵活性是现代工业世界的关键词。从而激发了工业机器人单元无碰撞、无阻塞、时间最优调度的自动生成。虽然工业系统的控制和通用优化算法的发展受到了很多关注,但仍然需要将这两个研究领域适当地结合起来。本文从性能方面讨论了针对工业机器人单元设计的两种调度算法。针对离散事件系统,提出了一种新的基于A*算法的启发式算法,并与著名的MILP算法进行了基准测试
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Scheduling algorithms for optimal robot cell coordination - a comparison
Flexibility is the keyword in the modern industrial world. Automatic generation of collision- and blocking free, time optimal schedules for industrial robot cells is thus motivated. While a lot of attention has been paid to the control of industrial systems, as well as to the development of general optimization algorithms, there is still a need to properly combine these two research areas. This paper discusses two scheduling algorithms, designed for industrial robot cells, in terms of performance. A novel heuristic to an A*-based algorithm, operating on discrete event systems, is proposed and benchmarked against the well-known MILP algorithm
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