EFFICIENT DISTRIBUTION OF TRACTION FORCES BETWEEN ROBOTS DURING COOPERATIVE CARGO TRANSPORTATION

D. Shabanov
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Abstract

The task of collective movement of load by wheeled robots has kinematic redundancy of drives. It allows distributing traction forces without changing the trajectory and velocity of the system. In this way, it is possible to define additional traffic quality criteria which the traction control system should strive to achieve. In addition, efficient distribution will allow the robots to move without wheel slip at a higher speed than classical control methods. Robots and cargo combined into one system mechanically and informationally, form a variable configuration transport cell (VCTC). The following transportation quality criteria are considered: no wheel slippage, maintaining a given speed, no soft bumps, minimizing work in the generator mode, maintaining the desired final charge levels of the robot batteries after transportation. The proposed methods for the efficient distribution of traction forces are based on the finding local minimum and on the Hebbian learning principle. Tests are carried out in the Simulink using the dynamic mathematical model of the VCTC. In the case under consideration, new distribution methods made it possible to increase the maximum allowable turn entry speed by 27% compared with classical control approaches. At a lower speed new method of distribution showed good results on additional transportation quality criteria. The presented material can also be used for multi-wheeled robots with steerable drive wheels.
协同货物运输中机器人间牵引力的有效分配
轮式机器人的负载集体移动任务具有运动冗余的驱动。它允许分配牵引力而不改变系统的轨迹和速度。通过这种方式,可以确定牵引控制系统应该努力实现的额外交通质量标准。此外,与传统的控制方法相比,有效的分配将使机器人在没有车轮打滑的情况下以更高的速度移动。机器人和货物在机械和信息上结合成一个系统,形成可变配置运输单元(VCTC)。考虑以下运输质量标准:无车轮打滑,保持给定速度,无软颠簸,最小化发电机模式下的工作,在运输后保持机器人电池所需的最终电量水平。提出的有效分配牵引力的方法是基于寻找局部最小值和Hebbian学习原理。利用VCTC的动态数学模型在Simulink中进行了测试。在考虑的情况下,与传统控制方法相比,新的分配方法使最大允许转弯进入速度增加了27%。在低速条件下,新分配方法在附加运输质量标准上取得了较好的效果。该材料也可用于具有可操纵驱动轮的多轮机器人。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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