A Comprehensive Review of Real-time Monitoring and Predictive Maintenance Techniques: Revolutionizing Natural Fibre Composite Materials Maintenance with IoT

IF 0.6 Q3 MULTIDISCIPLINARY SCIENCES

Pertanika Journal of Science and Technology Pub Date : 2023-10-27 DOI:10.47836/pjst.31.s1.05

Felix Sahayaraj Arockiasamy, Indran Suyambulingam, Iyyadurai Jenish, Divya Divakaran, Sanjay Mavinkere Rangappa, Suchart Siengchin

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引用次数: 1

Abstract

Integrating the Internet of Things (IoT) and natural fiber-reinforced polymer composites (NFPCs) can revolutionize monitoring and maintaining composites. By incorporating sensors and wireless communication technology into the composites, real-time monitoring and predictive maintenance can be achieved. This review provides a comprehensive overview of the current state-of-the-art in the use of IoT for real-time monitoring and predictive maintenance of NFPCs. This paper covers the various types of sensors used, IoT networks and protocols employed, and data analysis techniques to detect potential issues and predict failures. This paper also highlights the benefits and challenges of using IoT for composite maintenance and this technology’s future directions and potential applications. This review provides valuable insights for researchers, engineers, and practitioners in composites, the IoT, and predictive maintenance.

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实时监测和预测性维护技术综述:物联网技术革新天然纤维复合材料维护

物联网(IoT)和天然纤维增强聚合物复合材料(NFPCs)的集成可以彻底改变复合材料的监测和维护。通过将传感器和无线通信技术集成到复合材料中，可以实现实时监控和预测性维护。本综述全面概述了目前使用物联网对nfpc进行实时监控和预测性维护的最新技术。本文涵盖了使用的各种类型的传感器，所采用的物联网网络和协议，以及用于检测潜在问题和预测故障的数据分析技术。本文还强调了将物联网用于复合材料维护的好处和挑战，以及该技术的未来方向和潜在应用。这篇综述为复合材料、物联网和预测性维护领域的研究人员、工程师和从业者提供了有价值的见解。

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

Pertanika Journal of Science and Technology MULTIDISCIPLINARY SCIENCES-

CiteScore

1.50

自引率

16.70%

发文量

178

期刊介绍： Pertanika Journal of Science and Technology aims to provide a forum for high quality research related to science and engineering research. Areas relevant to the scope of the journal include: bioinformatics, bioscience, biotechnology and bio-molecular sciences, chemistry, computer science, ecology, engineering, engineering design, environmental control and management, mathematics and statistics, medicine and health sciences, nanotechnology, physics, safety and emergency management, and related fields of study.