WiLD: Wireless Passive Moisture Sensing Under Moving Conditions for Smart Manufacturing

Lejarreta-Andres Jon; Melia-Segui Joan; Vilajosana Xavier

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WiLD: Wireless Passive Moisture Sensing Under Moving Conditions for Smart Manufacturing

机译：野性：智能制造的移动条件下无线被动湿度感应

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The automotive industry still performs the rain isolation quality tests manually, being a bottleneck in the production process, poorly scalable, and prone to human errors. Smart sensors that provide online monitoring and diagnosis are key for smart manufacturing transformation in this industry. In this work, we present WiLD, a RFID-based solution to detect moisture based on standard COTS Ultra High Frequency tags, aimed to improve the rain isolation quality test efficiency through industrial intelligent sensing. The developed moisture sensor solution is largely evaluated considering realistic conditions with non-stationary vehicles which adheres to a typical automotive scenario of an assembling and quality assurance line. WiLD shows a False Negative Rate of 100% when detecting water leakages above 1.5 ml in the evaluated conditions.

机译：汽车行业手动仍然进行雨水隔离质量测试，是生产过程中的瓶颈，可扩展差，易于人类错误。提供在线监测和诊断的智能传感器是该行业智能制造转型的关键。在这项工作中，我们呈野外，一种基于RFID的解决方案来检测基于标准COTS超高频标签的水分，旨在通过工业智能感测来提高雨水隔离质量测试效率。显影性的水分传感器解决方案主要考虑了具有非平稳车辆的现实条件，这些条件涉及符合组装和质量保证线的典型汽车场景。当在评估条件下检测到1.5ml以上1.5ml以上的水泄漏时，野性显示出100％的假负率。

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来源
《IEEE sensors journal》 |2021年第17期|19541-19549|共9页
作者
Lejarreta-Andres Jon; Melia-Segui Joan; Vilajosana Xavier;
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作者单位

UOC Internet Interdisciplinary Inst IN3 E-08860 Castelldefels Spain;

UOC Internet Interdisciplinary Inst IN3 E-08860 Castelldefels Spain|UOC Fac Comp Sci Multimedia & Telecommun E-08018 Barcelona Spain;

UOC Internet Interdisciplinary Inst IN3 E-08860 Castelldefels Spain;

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正文语种 eng
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关键词
Sensors; Moisture; Antennas; Intelligent sensors; Production; Industries; Standards; Real-time systems; energy efficient devices; low cost sensors and devices; radio frequency identification; sensor system integration; sensor signal processing; mobile and ubiquitous systems; smart environment; liquids;

机译：传感器;水分;天线;智能传感器;生产;标准;实时系统;节能器件;低成本传感器和设备;射频识别;传感器系统的集成;移动和无处不在的系统;智能环境;液体;

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1. Ubiquitous data computing and information using in a smart factory with wireless manufacturing [J] . Cao Wei, Jiang Pingyu, Fu Yingbin 工程科学（英文版） . 2013,第001期
2. A LOW COST PORTABLE TEMPERATURE-MOISTURE SENSING UNIT WITH ARTIFICIAL NEURAL NETWORK BASED SIGNAL CONDITIONING FOR SMART IRRIGATION APPLICATIONS [J] . Aman Tyagi, Arrabothu Apoorv Reddy, Jasmeet Singh, International Journal on Smart Sensing and Intelligent Systems . 2011,第1期

机译：基于人工神经网络信号调节的低成本便携式温湿传感装置
3. Transformer Condition Monitoring Technology Based on Surface Acoustic Wave Passive Wireless Sensing Antenna [J] . Zhenwei E, Dong Fu, Zhengzhi Yu, E3S Web of Conferences . 2021,第a期

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4. Evaluation of soil moisture derived from passive microwave remote sensing over agricultural sites in Canada using ground-based soil moisture monitoring networks [J] . CATHERINE CHAMPAGNE, AARON BERG, JON BELANGER, International journal of remote sensing . 2010,第14期

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5. A Passive UHF RFID pH sensor (Smart Polymers for Wireless Medical Sensing Devices) [C] . A. Hillier, V. Makarovaite, S. J. Holder, Loughborough Antennas Propagation Conference . 2018

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6. Smart Additive Manufacturing: In-Process Sensing and Data Analytics for Online Defect Detection in Metal Additive Manufacturing Processes [D] . Montazeri, Mohammad . 2019

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7. Low-Cost Wireless Temperature Measurement: Design Manufacture and Testing of a PCB-Based Wireless Passive Temperature Sensor [O] . Dan Yan, Yong Yang, Yingping Hong, 2018

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8. Transformer Condition Monitoring Technology Based on Surface Acoustic Wave Passive Wireless Sensing Antenna [O] . Zhenwei E, Dong Fu, Zhengzhi Yu, 2021

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9. Passive Wireless Vibration Sensing for Measuring Aerospace Structural Flutter. [R] . Wilson, W. C., Moore, J. P. 2017

机译：用于测量航空结构颤振的无源无线振动传感。

WiLD: Wireless Passive Moisture Sensing Under Moving Conditions for Smart Manufacturing

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