Wireless Vibration Monitoring System for Milling Process

IF 0.5 Q4 COMPUTER SCIENCE, INFORMATION SYSTEMS
M. Fikri, K. Saptaji, Fijai Naja Azmi
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引用次数: 0

Abstract

The implementation of industrial revolution 4.0 in manufacturing industries is necessary to adapt to the rapid changes of technologies. The milling process is one of the common manufacturing processes applied in the industries to produce engineering products. The vibration that occurs in the milling process can disturb the continuity of the process. The wired vibration monitoring system implemented in the manufacturing process needs to be replaced with the wireless monitoring system. Hence wireless vibration monitoring system is developed to solve the problem with wired monitoring systems where tucked cable and high cost are the main challenges of the wired monitoring system. The wireless monitoring system setup is built using three components: sensor node, monitoring node, and base station. Milling experiments with various depths of cut, feed rate, and spindle speed were conducted to examine the performance of the wireless monitoring system. The results indicate the wireless system shows similar data recorded by the wired system. The wireless vibration monitoring system can identify the effect of milling parameters such as depth of cut, feed rate, and spindle speed on the vibrations level. The effect of cut depth is more significant than spindle speed and feed rate in the defined parameters.
铣削过程无线振动监测系统
在制造业实施工业革命4.0是为了适应技术的快速变化。铣削工艺是工业中用于生产工程产品的常见制造工艺之一。铣削过程中发生的振动可能会干扰加工过程的连续性。在制造过程中实施的有线振动监测系统需要用无线监测系统取代。因此,开发无线振动监测系统是为了解决有线监测系统的问题,有线监测系统面临的主要挑战是电缆堵塞和成本高。无线监控系统的设置使用三个组件:传感器节点、监控节点和基站。通过对不同切削深度、进给速度和主轴转速的铣削实验,检验了无线监测系统的性能。结果表明,无线系统显示了有线系统记录的类似数据。无线振动监测系统可以识别切削深度、进给速度和主轴速度等铣削参数对振动水平的影响。在定义的参数中,切削深度的影响比主轴速度和进给速度更显著。
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来源期刊
Journal of ICT Research and Applications
Journal of ICT Research and Applications COMPUTER SCIENCE, INFORMATION SYSTEMS-
CiteScore
1.60
自引率
0.00%
发文量
13
审稿时长
24 weeks
期刊介绍: Journal of ICT Research and Applications welcomes full research articles in the area of Information and Communication Technology from the following subject areas: Information Theory, Signal Processing, Electronics, Computer Network, Telecommunication, Wireless & Mobile Computing, Internet Technology, Multimedia, Software Engineering, Computer Science, Information System and Knowledge Management. Authors are invited to submit articles that have not been published previously and are not under consideration elsewhere.
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