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面向物联网平台的微能量收集:对未来研究机会的综述分析

Micro energy harvesting for IoT platform: Review analysis toward future research opportunities.

作者信息

Sarker Mahidur R, Riaz Amna, Lipu M S Hossain, Md Saad Mohamad Hanif, Ahmad Mohammad Nazir, Kadir Rabiah Abdul, Olazagoitia José Luis

机构信息

Institute of Visual Informatics, Universiti Kebangsaan Malaysia, Bangi, 43600, Selangor, Malaysia.

Universidad de Diseño, Innovación y Tecnología, UDIT, Av. Alfonso XIII, 97, 28016 Madrid, Spain.

出版信息

Heliyon. 2024 Mar 12;10(6):e27778. doi: 10.1016/j.heliyon.2024.e27778. eCollection 2024 Mar 30.

Abstract

Micro-energy harvesting (MEH) is a technology of renewable power generation which is a key technology for hosting the future low-powered electronic devices for wireless sensor networks (WSNs) and, the Internet of Things (IoT). Recent technological advancements have given rise to several resources and technologies that are boosting particular facets of society. Many researchers are now interested in studying MEH systems for ultra-low power IoT sensors and WSNs. A comprehensive study of IoT will help to manage a single MEH as a power source for multiple WSNs. The popular database from Scopus was used in this study to perform a review analysis of the MEH system for ultra-low power IoT sensors. All relevant and important literature studies published in this field were statistically analysed using a review analysis method by VOSviewer software, and research gaps, challenges and recommendations of this field were investigated. The findings of the study indicate that there has been an increasing number of literature studies published on the subject of MEH systems for IoT platforms throughout time, particularly from 2013 to 2023. The results demonstrate that 67% of manuscripts highlight problem-solving, modelling and technical overview, simulation, experimental setup and prototype. In observation, 27% of papers are based on bibliometric analysis, systematic review, survey, review and based on case study, and 2% of conference manuscripts are based on modelling, simulation, and review analysis. The top-cited articles are published in 5 different countries and 9 publishers including IEEE 51%, Elsevier 16%, MDPI 10% and others. In addition, several MEH system-related problems and challenges are noted to identify current limitations and research gaps, including technical, modelling, economic, power quality, and environmental concerns. Also, the study offers guidelines and recommendations for the improvement of future MEH technology to increase its energy efficiency, topologies, design, operational performance, and capabilities. This study's detailed information, perceptive analysis, and critical argument are expected to improve MEH research's viable future.

摘要

微能量采集(MEH)是一种可再生发电技术,是支撑未来用于无线传感器网络(WSN)和物联网(IoT)的低功耗电子设备的关键技术。最近的技术进步催生了多种资源和技术,推动了社会特定方面的发展。现在许多研究人员对研究用于超低功耗物联网传感器和无线传感器网络的微能量采集系统感兴趣。对物联网进行全面研究将有助于将单个微能量采集作为多个无线传感器网络的电源进行管理。本研究使用来自Scopus的流行数据库对用于超低功耗物联网传感器的微能量采集系统进行综述分析。采用VOSviewer软件的综述分析方法对该领域发表的所有相关重要文献研究进行统计分析,并调查该领域的研究空白、挑战和建议。研究结果表明,随着时间的推移,尤其是从2013年到2023年,关于物联网平台微能量采集系统主题的文献研究数量不断增加。结果表明,67%的手稿突出了解决问题、建模和技术概述、仿真、实验设置和原型。观察发现,27%的论文基于文献计量分析、系统综述、调查、综述和案例研究,2%的会议手稿基于建模、仿真和综述分析。被引用次数最多的文章发表在5个不同国家的9家出版商,包括IEEE占51%、爱思唯尔占16%、MDPI占10%等。此外,还指出了一些与微能量采集系统相关的问题和挑战,以识别当前的局限性和研究空白,包括技术、建模、经济、电能质量和环境问题。此外,该研究还为未来微能量采集技术的改进提供了指导方针和建议,以提高其能源效率、拓扑结构、设计、运行性能和能力。预计本研究的详细信息、深刻分析和批判性论证将改善微能量采集研究的可行未来。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8a0f/10951613/7774d62f8364/gr1.jpg

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