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Energy optimization of multi-robot systems

机译:多机器人系统的能量优化

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This paper presents an optimization algorithm that has been able to save up to 45% of the energy consumption of an industrial multi-robot system. The tool Sequence Planner now includes these algorithms, focusing on minimizing energy consumption. The goal has been to reduce the energy consumption of individual robots and robots interacting in a work station, without changing the original paths or the total cycle time. The presented algorithms are based on an efficient and rapid nonlinear model for optimizing the sequences of operations and the motion trajectories. Smart simplification of the optimization problem together with innovative tools for logging data and executing the optimized trajectories on real robots has resulted in 18% to 45% saving of the energy consumption in the presented test scenarios.
机译:本文提出了一种优化算法,该算法已能够节省多达45%的工业多机器人系统能耗。现在,工具Sequence Planner包括这些算法,着重于最大程度地减少能耗。目标是在不更改原始路径或总循环时间的情况下,减少单个机器人和在工作站中进行交互的机器人的能耗。提出的算法基于高效且快速的非线性模型,用于优化操作顺序和运动轨迹。对优化问题的智能简化以及用于在真实机器人上记录数据和执行优化轨迹的创新工具,在所介绍的测试场景中节省了18%至45%的能耗。

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