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Color recognition and dynamic decision-making model of 6 axis of industrial robot based on embedded system

机译:基于嵌入式系统的工业机器人六轴颜色识别与动态决策模型

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For the problem that industrial robot have a poor ability to perceive external environment, and not able to change the way of operation and path of transformation timely as working condition changes. This paper selects color sensor as the medium of recognition, introduces the embedded system Raspberry Pi to 6 axis industrial robot grabbing assignments, and puts forward a six axis industrial robot intelligent recognition model with color perception, dynamic decision-making and other multi-function. In the model, the color sensor signal will be resolved by color processing algorithm in embedded system, and consequently color information of material on the conveyor can be obtained. The color information after processing by the embedded system will be converted to digital signals. Then input the digital signal into robot controller. Finally, robot controller chooses corresponding motion path according to the input signal. The experimental results show that the six axis industrial robot intelligent recognition system can distinguish colors of material with almost 100% accuracy, and adjust operation way and path in 0.72 s time rapidly. Efficiency could be improved by more than 75%.
机译:针对工业机器人感知外部环境的能力差,无法随着工作条件的变化而及时改变操作方式和转换路径的问题。本文选择颜色传感器作为识别媒介,将嵌入式系统Raspberry Pi引入六轴工业机器人抓取任务,提出了具有颜色感知,动态决策等多种功能的六轴工业机器人智能识别模型。在该模型中,颜色传感器信号将通过嵌入式系统中的颜色处理算法进行解析,从而可以获得输送机上物料的颜色信息。嵌入式系统处理后的颜色信息将转换为数字信号。然后将数字信号输入到机器人控制器。最后,机器人控制器根据输入信号选择相应的运动路径。实验结果表明,六轴工业机器人智能识别系统能够以近100%的精度识别物料的颜色,并能在0.72 s的时间内快速调整操作方式和路径。效率可以提高75%以上。

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