Evidence map›Paper›PMID 38732985›Full record

ArticleSensors (Basel, Switzerland)2024

Applications of Chipless RFID Humidity Sensors to Smart Packaging Solutions.

Viviana Mulloni, Giada Marchi, Andrea Gaiardo, Matteo Valt, Massimo Donelli, Leandro Lorenzelli

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

8 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Viviana MulloniCenter for Sensors and Devices, Fondazione Bruno Kessler, 38123 Trento, Italy.ORCID 0000-0002-8194-805X
Giada MarchiCenter for Sensors and Devices, Fondazione Bruno Kessler, 38123 Trento, Italy.ORCID 0000-0002-9582-1834
Andrea GaiardoCenter for Sensors and Devices, Fondazione Bruno Kessler, 38123 Trento, Italy.ORCID 0000-0002-6688-6161
Matteo ValtCenter for Sensors and Devices, Fondazione Bruno Kessler, 38123 Trento, Italy.ORCID 0000-0003-2621-5555
Massimo DonelliDepartment of Civil Environmental and Mechanical Engineering, University of Trento, 38123 Trento, Italy.ORCID 0000-0001-9477-9243
Leandro LorenzelliCenter for Sensors and Devices, Fondazione Bruno Kessler, 38123 Trento, Italy.ORCID 0000-0003-4624-170X

Funding

Provincia Autonoma di Trento C63C22000720003
6 · The paper itself

Abstract

Packaging solutions have recently evolved to become smart and intelligent thanks to technologies such as RFID tracking and communication systems, but the integration of sensing functionality in these systems is still under active development. In this paper, chipless RFID humidity sensors suitable for smart packaging are proposed together with a novel strategy to tune their performances and their operating range. The sensors are flexible, fast, low-cost and easy to fabricate and can be read wirelessly. The sensitivity and the humidity range where they can be used are adjustable by changing one of the sensor's structural parameters. Moreover, these sensors are proposed as double parameter sensors, using both the frequency shift and the intensity variation of the resonance peak for the measure of the relative humidity. The results show that the sensitivity can vary remarkably among the sensors proposed, together with the operative range. The sensor suitability in two specific smart packaging applications is discussed. In the first case, a threshold sensor in the low-humidity range for package integrity verification is analyzed, and in the second case, a more complex measurement of humidity in non-hermetic packages is investigated. The discussion shows that the sensor configuration can easily be adapted to the different application needs.

Indexed as

chipless RFIDhumidity sensingmicrowave sensorsmart packagingthreshold sensor

Identifiers

PMID38732985
PMCPMC11086060

What OpenQuestion holds

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.