{"title":"Intelligent Production Line Control System based on ASI Communication Considering Machine Vision","authors":"Lan Jiang, Yao Zhang","doi":"10.1109/ICICT57646.2023.10134265","DOIUrl":null,"url":null,"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.","PeriodicalId":126489,"journal":{"name":"2023 International Conference on Inventive Computation Technologies (ICICT)","volume":"103 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-04-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 International Conference on Inventive Computation Technologies (ICICT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICICT57646.2023.10134265","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
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.