Intelligent Production Line Control System based on ASI Communication Considering Machine Vision

Lan Jiang, Yao Zhang
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Abstract

Because of its mature technology, simplicity, reliability and low cost characteristics, the ASI bus system will soon become an international standard, so it will be widely used and then greatly developed in automation and low-voltage switching electrical systems. Inspired by this, the paper proposes the intelligent production line control system based on the ASI communication considering machine vision. In the designed system, 2 aspects of innovations have been considered: (1) In the novel ASI bus system, the serial two-way digital communication method is adopted between the host computer and the slave computer. It will improve the robustness of the system. (2) The image processing model is based on the idea that the histograms of many images have high gray distribution intensity near the image gray mean. The real-time information with the segmentation is considered to conduct the efficient modelling. In the experiment section, the visualize results are presented and the robustness test is conducted.
基于机器视觉的ASI通信智能生产线控制系统
ASI总线系统由于其技术成熟、简单、可靠、低成本等特点,将很快成为国际标准,因此在自动化和低压开关电气系统中将得到广泛的应用和发展。受此启发,本文提出了一种考虑机器视觉的基于ASI通信的智能生产线控制系统。在设计的系统中,考虑了两个方面的创新:(1)在新颖的ASI总线系统中,主机和从机之间采用串行双向数字通信方式。这将提高系统的稳健性。(2)图像处理模型基于许多图像的直方图在图像灰度均值附近具有高灰度分布强度的思想。考虑实时信息的分割,进行有效的建模。实验部分给出了可视化结果,并进行了稳健性检验。
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