基于覆盖率地图的饲草推送机器人饲草地图创建
Building Forage Maps of Feed Push Robot based on Coverage Maps
伴随着农牧场的现代化发展,自动化设备在农牧业中得到了普遍的应用。饲草推送机器人作为一个独立的机器人系统,可以灵活的应用于多种牛场,能全天候的为奶牛推送饲料、减少人工劳动、降低成本、提高饲喂效率和牛奶产量。在饲草推送过程中,如果饲草的数量较多,饲草阻力会影响机器人的运动稳定性以及饲草推送效果。因此,为了实现饲草推送机器人的动态推送,提出了一种构建饲草地图的方法。该方法首先将地图划分为栅格地图,然后根据机器人的位姿状态和饲草覆盖区域模型,推算出机器人周边单元格的面积覆盖率。之后通过电流传感器采集驱动机器人旋转机构的无刷电机的电流。最后将电流值和面积覆盖率转化为单元格的覆盖值,从而可以估计饲草的相对数量。饲草地图的建立可以为之后的动态路径规划提供一个基础。最后,通过进行试验,将采集到的试验数据通过MATLAB进行仿真,可以绘制出牛场的饲草分布地图,试验结果显示,饲草地图的创建是可行和有效的。
With the modernization of farms, automated equipment has been widely used in agriculture and animal husbandry. Feed push robot as an independent robot system can be flexibly applied to a variety of dairy farms. The robot can reduce labor and costs, improve feeding efficiency and milk production. During the feed pushing process, if the amount of forage was large, forage resistance would affect the stability of the robot motion and push effect. Therefore, in order to achieve the dynamic pushing of the robot, the method of building forage maps was proposed. With this method, the map was first divided into a grid map. Then according to the pose of the robot and the model of forage cover area, the area coverage rates of surrounding cells of the robot were calculated. Moreover, the current of BLDC motor that was used to drive rotary mechanism was collected by a current sensor. Ultimately, the values of current and area coverage rates were turned into the coverage values of cells. So the relative quantities of forage were predicted. The establishment of forage maps offered one of the basis of dynamic path planning later. In final, the data collected by tests were simulated by MATLAB and then the forage distribution map was mapped. By comparing correlativity of robot trajectory and forage coverage rate maps as well as current values and forage coverage maps, it was indicated that the forage map, the movement state and the current values from the sensor had great corresponding relations. The results showed that the establishment of forage map was available and valid.
朱凯、文伟松、谭彧、梁盛好、陈晓琳
农业科学技术发展农业工程自动化技术、自动化技术设备
机器人应用覆盖率地图饲草推送地图创建
Robot ApplicationsCoverage MapsFeed pushingMapping
朱凯,文伟松,谭彧,梁盛好,陈晓琳.基于覆盖率地图的饲草推送机器人饲草地图创建[EB/OL].(2016-09-01)[2025-08-02].http://www.paper.edu.cn/releasepaper/content/201609-2.点此复制
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