Optimization of Real-Time Monitoring and Control of Industrial Conveyor Systems Using Vision Automated Identification Methods

Q3 Materials Science
Nicolae Tunsoiu, Andrei Staicu, Daniela Tunsoiu, Mihaela-Elena Ulmeanu, Cristian-Vasile Doicin
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引用次数: 0

Abstract

The integration of new technologies such as the internet of things and artificial intelligence in industrial automation represents the next stages of development in industrial engineering. This paper focuses on studying two automated control methods for recognizing a part on an industrial conveyor belt, enabling remote monitoring of the entire belt's operation. The main objective of this study is to monitor and regulate the functioning of a conveyor in a virtual environment by analyzing parameters resulting from the comparison of the two methods. Identifying the primary object on the conveyor and analyzing data in real time are key aspects of the entire process of simulating automation. Developing applications for identifying parts on the industrial conveyor can enhance the speed of real-time information analysis. Upon identifying a missing object or a nonconformity, an alert system notifies the responsible personnel who can take immediate action.

基于视觉自动识别方法的工业输送系统实时监控优化
物联网和人工智能等新技术在工业自动化中的融合代表了工业工程的下一个发展阶段。本文重点研究了工业输送带上零件识别的两种自动化控制方法,实现了对整个输送带运行的远程监控。本研究的主要目的是通过分析两种方法比较产生的参数来监测和调节虚拟环境中输送机的功能。输送机上主要对象的识别和数据的实时分析是整个仿真自动化过程的关键环节。在工业输送机上开发零件识别应用程序,可以提高实时信息分析的速度。一旦识别出丢失的物品或不符合项,警报系统就会通知负责人员立即采取行动。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Macromolecular Symposia
Macromolecular Symposia Materials Science-Polymers and Plastics
CiteScore
1.50
自引率
0.00%
发文量
226
期刊介绍: Macromolecular Symposia presents state-of-the-art research articles in the field of macromolecular chemistry and physics. All submitted contributions are peer-reviewed to ensure a high quality of published manuscripts. Accepted articles will be typeset and published as a hardcover edition together with online publication at Wiley InterScience, thereby guaranteeing an immediate international dissemination.
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