潜在的可分配能量:迈向大规模移动机器人的能量自治

T. Ngo, Hector Raposo, H. Schiøler
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引用次数: 23

摘要

我们在自主移动机器人领域提出了一个新的概念,潜在可分配能量。考虑到由电池供电的多个机器人组成的系统,每个机器人因为能量耗尽而不再工作。为了延长工作时间,机器人需要通过充电来补充能量。迄今为止,除了对真空清扫机器人在与固定工位对接时能够给电池充电的研究之外,还没有在大量移动机器人中进行能量分配以延长操作时间的研究。这可能是由于机器人通常需要花费比操作时间更长的充电时间,而没有使用可充电电池造成的。本文给出了一种既能自我充电又能与其他机器人交换电池的移动机器人的仿真结果。首先,我们描述了一个多移动机器人的仿真,然后给出了在工作量、距离和剩余容量约束下的电池交换规则。仿真结果表明:(a)如果机器人能够被其他机器人补充能量,或者机器人能够返回到主充电站自行补充能量,则机器人能够实现能量自主;(b)机器人的能量总是受到母充电站和其他机器人能量分配的约束;(c)当要部署大量自主移动机器人时,分布式能量平衡是决定特定区域内机器人数量和理想储存库位置的主要因素。最后,根据仿真结果调整了实际多机器人系统的规则。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Potentially Distributable Energy: Towards Energy Autonomy in Large Population of Mobile Robots
We propose a new concept, potentially distributable energy, in the field of autonomous mobile robots. Considering a system of multiple robots powered by batteries, each robot no longer works since its energy capacity is expired. To extend operating time, the robot needs to replenish energy through recharging energy. To date, except research on vaccum cleaning robots that are able to recharge battery when docking with the fixed station has been achieved, there does not exist any research of energy distribution to prolong operating time in a large population of mobile robots. This could be caused by the lack of using rechargeable battery in the fact that the robot has to normally spend the charging-time much longer than the operating time. This paper presents simulation results of mobile robots that are capable of not only self-recharging energy but also exchanging batteries to the other robots. Initially, we describe a simulation of multiple mobile robots, and then issue rules of battery exchange, which is formulated under constraints of workload, distance and remaining capacity. The simulation shows that: (a) a robot is able to be energetically autonomous if its energy can be replenished by the other robots or it is able to come back to the main charging station to replenish itself; (b) energy of a robot is always under constraints of energy distribution of the mother charging station and the other robots; (c) distributed energy balance is the main elements to decide a number of robots in a specific area and an ideal location of the repository when one wants to deploy a large population of autonomous mobile robots. Finally, based on results of the simulation we adjust rules for our real multirobot system.
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