Low-Cost Real-Time Locating System Solution Development and Implementation in Manufacturing Industry

IF 3.3 Q2 COMPUTER SCIENCE, INFORMATION SYSTEMS Journal of Sensor and Actuator Networks Pub Date : 2023-07-10 DOI:10.3390/jsan12040054
Andrea Volpi, R. Montanari, L. Tebaldi, Marco Mambrioni
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Abstract

The present work originates from a previous study in which a low-cost Real-Time Locating System (RTLS) based on Ultra-Wideband signals was developed and tested both in a laboratory and in a real industrial environment for assessing its performance and determining the best configuration, according to some selected KPIs. Starting from the future research directions depicted, the evolution herein presented is twofold. First, tests performed in the laboratory are refined and deepened in terms of (i) different anchors’ arrangements and orientation; (ii) the increased number of tested tags; and (iii) the tags’ battery capacity test. Second, the development and deployment of the industrial solution as well is improved by means of a case for hosting tags to be positioned on the asset to be tracked, realized through 3D printing, in line with the industrial context requirements. Finally, an economic analysis is performed so as to demonstrate the convenience of the investment and the feasibility of the solution. Results are positive and promising in terms of both economic sustainability and implementation of the system in a real industrial environment and may constitute guidelines for practitioners and managers.
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制造业低成本实时定位系统解决方案的开发与实现
本工作源于之前的一项研究,在该研究中,根据一些选定的KPI,开发了一种基于超宽带信号的低成本实时定位系统(RTLS),并在实验室和实际工业环境中进行了测试,以评估其性能并确定最佳配置。从未来的研究方向出发,本文提出了两个方面的发展。首先,在实验室进行的测试在(i)不同锚的布置和方向方面得到了改进和深化;(ii)测试标签的数量增加;以及(iii)标签的电池容量测试。其次,工业解决方案的开发和部署也通过将标签放置在要跟踪的资产上的案例得到了改进,该案例通过3D打印实现,符合工业环境要求。最后进行了经济分析,论证了投资的便利性和解决方案的可行性。就经济可持续性和在实际工业环境中实施该系统而言,结果是积极和有希望的,可能成为从业者和管理者的指导方针。
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来源期刊
Journal of Sensor and Actuator Networks
Journal of Sensor and Actuator Networks Physics and Astronomy-Instrumentation
CiteScore
7.90
自引率
2.90%
发文量
70
审稿时长
11 weeks
期刊介绍: Journal of Sensor and Actuator Networks (ISSN 2224-2708) is an international open access journal on the science and technology of sensor and actuator networks. It publishes regular research papers, reviews (including comprehensive reviews on complete sensor and actuator networks), and short communications. Our aim is to encourage scientists to publish their experimental and theoretical results in as much detail as possible. There is no restriction on the length of the papers. The full experimental details must be provided so that the results can be reproduced.
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