Enhancing Condition Monitoring with Virtual Reality Visualization for Industrial Application

Ali Mohammed Ridha, Wessam Shehieb
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引用次数: 0

Abstract

Monitoring the machines' health in an industrial setting is crucial to maintaining the workflow without disturbance. There are multiple methods commonly used for this purpose that go under conditional monitoring. Conventional conditional monitoring can be time-consuming and difficult to interpret by a non-experienced operator, which increases the risks in such critical applications. Virtual Reality (VR) has been in use for multiple applications to ease the usage of complex tasks via proper visualization. In this paper, a visualization approach of industrial application that monitors the motor’s health connected with a vibration sensor via a programmable logic controller (PLC) is presented. The Beckhoff PLC was programmed using TwinCAT 3 software and linked with Unity VR headsets via MQTT protocol. The user is given the ability to select the number of connected sensors and place them to mimic the actual environment, import their own 3D machine design, test for MQTT broker connectivity, and visualize the machine's health as per the ISO 10826-3 standard. The proposed system has been tested successfully and it is expected to ease visualization in an industrial setup.
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利用虚拟现实可视化技术加强工业应用中的状态监测
在工业环境中,监控机器的健康状况对于保持工作流程不受干扰至关重要。为此,条件监控通常采用多种方法。传统的条件监控既费时,又难以被没有经验的操作员解读,从而增加了此类关键应用中的风险。虚拟现实(VR)已在多种应用中使用,通过适当的可视化来简化复杂任务的使用。本文介绍了一种工业应用的可视化方法,该方法通过可编程逻辑控制器(PLC)监控与振动传感器相连的电机的健康状况。Beckhoff PLC 使用 TwinCAT 3 软件编程,并通过 MQTT 协议与 Unity VR 头显连接。用户可以根据 ISO 10826-3 标准选择所连接传感器的数量和位置以模拟实际环境、导入自己的三维机器设计、测试 MQTT 代理连接性并可视化机器的健康状况。所提议的系统已成功通过测试,有望简化工业设置中的可视化工作。
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来源期刊
WSEAS Transactions on Power Systems
WSEAS Transactions on Power Systems Engineering-Industrial and Manufacturing Engineering
CiteScore
1.10
自引率
0.00%
发文量
36
期刊介绍: WSEAS Transactions on Power Systems publishes original research papers relating to electric power and energy. We aim to bring important work to a wide international audience and therefore only publish papers of exceptional scientific value that advance our understanding of these particular areas. The research presented must transcend the limits of case studies, while both experimental and theoretical studies are accepted. It is a multi-disciplinary journal and therefore its content mirrors the diverse interests and approaches of scholars involved with generation, transmission & distribution planning, alternative energy systems, power market, switching and related areas. We also welcome scholarly contributions from officials with government agencies, international agencies, and non-governmental organizations.
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