Remote Monitoring and Data Analysis for Textile Machinery

Nihilesh K B, Anusuya K.V, Kowshikh R
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Abstract

Internet of Things The common vision in smart systems, having sensors coupled with information and communication technologies. Intelligent monitoring and management of devices are achieved via sharing of data through networked embedded devices. The paper aims at designing a response-based machine monitoring system, by observing the vital parameters of the machine and by leveraging the Thing Speak platform. The machine parameters like the vibration and oil level and the environmental observances like the humidity and temperature are measured to enable the cooling/heating of devices or for long-term statistics. The statistics are stored on the cloud to get accessed by the needy applications and supplementary procedures. The uploaded data is shown on the webpage as graphs for easy interpretation. In addition to all this, the paper aims to provide a solution to the frequent occurrence of thread breaks in spinning machines by using image processing done using a camera and a simple mechanism to actuate the camera from one position to another position. KeywordsIOT, Cloud storage, Machine monitoring, Thread break, Webpage, Image processing
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纺织机械远程监测与数据分析
智能系统的共同愿景,将传感器与信息和通信技术相结合。通过联网嵌入式设备实现数据共享,实现对设备的智能监控和管理。本文旨在通过观察机器的重要参数,利用Thing Speak平台,设计一个基于响应的机器监控系统。测量振动和油位等机器参数以及湿度和温度等环境观测值,以实现设备的冷却/加热或长期统计。统计数据存储在云中,以供需要的应用程序和补充过程访问。上传的数据以图表形式显示在网页上,方便解释。除此之外,本文旨在通过使用相机进行图像处理和简单的机构驱动相机从一个位置到另一个位置,为纺纱机中经常发生的断线问题提供解决方案。关键词siot,云存储,机器监控,线程中断,网页,图像处理
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