Effect of Beverage Composition on Radio Frequency Identification (RFID) Performance Using Polyethylene Terephthalate (PET) Bottles for Smart Food Packaging Applications

Author:

Claucherty Ethan1,Cummins Danielle1,Rossi Angelica2,Aliakbarian Bahar13ORCID

Affiliation:

1. The Axia Institute, Michigan State University, 1910 W. St. Andrews Rd., Midland, MI 48640, USA

2. Department of Civil, Chemical, and Environmental Engineering, University of Genoa, 16145 Genoa, Italy

3. Department of Biosystems and Agricultural Engineering, Michigan State University, 524 S Shaw Lane, East Lansing, MI 48824, USA

Abstract

Radio frequency identification (RFID) technology is crucial in revolutionizing the food supply chain and combating global food waste. However, this technology faces challenges in full integration due to disruptive effects on tags caused by the dielectric properties of food and beverage ingredients, chemical constituents, and their packaging. This paper aims to demonstrate the effect of packaging and beverage contents on RFID tag performance. Three commercially available ultra-high frequency (UHF) RFID tags with different designs were tested on polyethylene terephthalate (PET) bottles, measuring tag performance through sensitivity, backscatter, and read range in the presence of various water-based solutions and commercially available beverages. The results highlight the substantial impact of the beverage type and tag design on RFID performance. The results of this study showed that tag 3 was the most consistent and readable tag amongst those tested in the presence of different beverage contents. Tag 3 resulted in a sensitivity ranging from −0.49 to −2.01 dBm, backscatter from −38.16 to 43.59 dBm, and read range from 1.58 to 1.88 m, while tag 1 performed the best in the presence of an empty PET bottle resulting in a sensitivity of −20.78 dBm, backscatter of −23.65 dBm, and read range of 16.34 m. The results of this study can be used for further investigations to develop a mathematical model that predicts the RFID tag performance based on the food composition. This model will be helpful for the design of the tags while facilitating the adoption of smart packaging for food traceability.

Publisher

MDPI AG

Reference41 articles.

1. (2010). An act to amend the Federal Food, Drug, and Cosmetic Act with respect to the safety of the food supply, Public Law 111-353, 124 Stat.3885.

2. COVID-19 disruptions and Norwegian food and pharmaceutical supply chains: Insights into supply chain risk management, resilience, and reliability;Hovi;Sustain. Futures,2023

3. Radiofrequency Identification and Surface Acoustic Wave Technologies for Developing the Food Intelligent Packaging Concept;Food Eng. Rev.,2014

4. An RFID-Powered Multisensing Fusion Industrial IoT System for Food Quality Assessment and Sensing;Song;IEEE Trans. Ind. Inform.,2024

5. A Comprehensive Review of Sensor-Based Smart Packaging Technology;Dani;Lect. Notes Electr. Eng.,2024

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1. Intelligent food packaging for smart sensing of food safety;Advances in Food and Nutrition Research;2024

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