工业4.0背景下机器人驱动抛光服务系统监控与维护服务系统的工业案例研究

Yuqian Yang, Maolin Yang, Siwei Shangguan, Yifan Cao, Wei Yue, Kaiqiang Cheng, Pingyu Jiang
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引用次数: 0

摘要

远程监控和维护对于提高生产系统的性能非常重要。然而,现有的研究多集中在对设备工作状态的监测和维护上,对加工工艺和加工质量的关注相对较少。此外,据我们所知,在工业4.0背景下,包括传统和先进维护技术在内的远程监控和维护系统的实际应用的工业案例研究相对较少。针对这些问题,以机器人驱动炭块抛光服务系统监控维护服务系统为例,介绍了该系统的应用背景和工程问题、软硬件架构和运行逻辑、监控维护相关的使能技术、系统的配置和操作流程,并以软件系统功能WebAPPs的截图形式呈现。本案例研究可为工业4.0背景下远程监控与维护服务系统在工业产品服务系统上的工业应用提供真实范例和参考。工业物联网、数字孪生、深度学习、边缘/云/雾计算等先进技术已应用于系统。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Industrial Case Study on the Monitoring and Maintenance Service System for a Robot-Driven Polishing Service System under Industry 4.0 Contexts
Remote monitoring and maintenance are important for improving the performance of production systems. However, existing studies on this topic usually focus on the monitoring and maintenance of the working conditions of the equipment and pay relatively less attention to the processing craft and processing quality. In addition, as far as we know, there are relatively few industrial case studies on the real applications of remote monitoring and maintenance systems that include both conventional and advanced maintenance techniques under the context of Industry 4.0. Addressing these issues, an industrial case study on the monitoring and maintenance service system for a robot-driven carbon block polishing service system is presented, including its application background and engineering problems, software/hardware architecture and running logic, the monitoring and maintenance-related enabling techniques, and the configuration and operation workflows of the system in the form of screenshots of the functional WebAPPs of the software system. The case study can provide real examples and references for the industrial application of remote monitoring and maintenance service systems on industrial product service systems under the context of Industry 4.0. Advanced techniques such as the Industrial Internet of Things, digital twins, deep learning, and edge/cloud/fog computing have been applied to the system.
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