journal article·2023-12-04Open access

Radio-Frequency Identification Traceability System Implementation in the Packaging Section of an Industrial Company

Hermenegildo Gomes, Francisco Navio, Pedro D. Gaspar, Vasco N. G. J. Soares, João M. L. P. Caldeira

Applied Sciences· Volume 13· Issue 23

Abstract

In recent years, radio-frequency identification (RFID) has aroused significant interest from industry and academia. This demand comes from the technology’s evolution, marked by a reduction in size, cost, and enhanced efficiency, making it increasingly accessible for diverse applications. This manuscript presents a case study of the implementation of an RFID traceability system in the packaging section of an industrial company that produces test equipment for the automotive wiring industries. The study presents the proposal and execution of a prototype asset-tracking system utilising RFID technology, designed to be adaptable and beneficial for various industrial settings. The experiments were carried out within the company’s shop-floor environment, alongside the existing barcode system, with the primary objective of evaluating and comparing the proposed solution. The test results demonstrate a significant enhancement in production efficiency, with substantial optimization achieved. The time required for asset identification and tracking was significantly reduced, resulting in an average time of approximately 43.62 s and an approximate 3.627% improvement in the time required to read the test sample of assets when compared to the barcode system. This successful implementation highlights the potential of RFID technology in improving operations, reducing working time, and enhancing traceability within industrial production processes.
Source: crossref · Quality: baseline

Research context

OpenAlex topics: RFID technology advancements · Food Supply Chain Traceability · Recycling and Waste Management Techniques

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Electromechanical Engineering, University of Beira Interior, Rua Marquês d’Ávila e Bolama, 6201-001 Covilhã, Portugal

Dinefer—Engineering and Industrial Systems, ALE, R. e 45, 6000-459 Castelo Branco, Portugal

C-MAST—Center for Mechanical and Aerospace Science and Technologies, University of Beira Interior, 6201-001 Covilhã, Portugal

Instituto de Telecomunicações, University of Beira Interior, Rua Marquês d’Ávila e Bolama, 6201-001 Covilhã, Portugal

Polytechnic Institute of Castelo Branco, Av. Pedro Álvares Cabral n° 12, 6000-084 Castelo Branco, Portugal

Funding

Fundação para a Ciência e a Tecnologia

References (33)

Show source-provided references
1. An Industry 4.0 conceptual model proposal for cable harness testing equipment industry10.1016/j.procs.2022.01.340 ↗
2. Data-driven analysis for RFID-enabled smart factory: A case study10.1109/TSMC.2018.2882838 ↗
3. Frankó, A., Vida, G., and Varga, P. (2020). Reliable identification schemes for asset and production tracking in industry 4.0. Sensors, 20.10.3390/s20133709 ↗
4. RFID technology and its diverse applications: A brief exposition with a proposed Machine Learning approach10.1016/j.measurement.2022.111197 ↗
5. Fortuna, G., and Gaspar, P.D. (2022). Implementation of industrial traceability systems: A case study of a luxury metal pieces manufacturing company. Processes, 10.10.3390/pr10112444 ↗
6. Review of RFID and IoT integration in supply chain management
7. Vickerman, R. (2021). International Encyclopedia of Transportation, Elsevier.
8. A systematic literature review on the benefit drivers of RFID implementation in supply chains and its impact on organizational competitive advantage10.1080/23311975.2020.1818408 ↗
9. Potentials of traceability systems—A cross-industry perspective10.1016/j.procir.2021.11.166 ↗
10. Menanno, M., Savino, M.M., and Accorsi, R. (2023). Digitalization of Fresh Chestnut Fruit Supply Chain through RFID: Evidence, Benefits and Managerial Implications. Appl. Sci., 13.10.3390/app13085086 ↗
11. A methodology for production analysis based on the RFID-collected manufacturing big data10.1016/j.jmsy.2023.05.014 ↗
12. RFID-based sensing in smart packaging for food applications: A review10.1016/j.fufo.2022.100198 ↗
13. Improving efficiency of RFID-based traceability system for perishable food by utilizing IoT sensors and machine learning model10.1016/j.foodcont.2019.107016 ↗
14. Enhancing supply chain performance using RFID technology and decision support systems in the industry 4.0—A systematic literature review
15. A novel inertial positioning update method, using passive RFID tags, for indoor asset localisation10.1016/j.cirpj.2021.10.006 ↗
16. Integration and testing of the RFID-enabled Smart Factory concept within the Learning Factory10.1016/j.promfg.2019.03.060 ↗
17. The evolution of RFID technology in the logistics field: A review10.1016/j.procs.2022.01.359 ↗
18. The potential of industry 4.0 Cyber Physical System to improve quality assurance: An automotive case study for wash monitoring of returnable transit items10.1016/j.cirpj.2020.07.002 ↗
19. Wang, C., Chen, X., Soliman, A.H.A., and Zhu, Z.X. (2018). RFID Based Manufacturing Process of Cloud MES. Future Internet, 10.10.3390/fi10110104 ↗
20. Towards industry 4.0 in practice: A novel RFID-based intelligent system for monitoring and optimisation of production systems10.1007/s10845-021-01840-w ↗
21. Alfian, G., Octava, M.Q.H., Hilmy, F.M., Nurhaliza, R.A., Saputra, Y.M., Putri, D.G.P., Syahrian, F., Fitriyani, N.L., Atmaji, F.T.D., and Farooq, U. (2023). Customer Shopping Behavior Analysis Using RFID and Machine Learning Models. Information, 14.10.3390/info14100551 ↗
22. Alfian, G., Syafrudin, M., Fitriyani, N.L., Alam, S., Pratomo, D.N., Subekti, L., Octava, M.Q.H., Yulianingsih, N.D., Atmaji, F.T.D., and Benes, F. (2023). Utilizing Random Forest with iForest-Based Outlier Detection and SMOTE to Detect Movement and Direction of RFID Tags. Future Internet, 15.10.3390/fi15030103 ↗
23. Kang, Y.S., Kim, H., and Lee, Y.H. (2018). Implementation of an RFID-Based Sequencing-Error-Proofing System for Automotive Manufacturing Logistics. Appl. Sci., 8.10.3390/app8010109 ↗
24. Read Range/Rate Improvement of an LF RFID-Based Tracking System10.1109/JRFID.2018.2845669 ↗
25. The Principle, Methods and Recent Progress in RFID Positioning Techniques: A Review10.1109/JRFID.2022.3233855 ↗
26. Omnichannel fulfilment and item-level RFID tracking in fashion retailing10.1016/j.cie.2022.108108 ↗
27. A new structure of a miniature and flexible printed UHF RFID TAG10.1016/j.prime.2022.100066 ↗
28. Intelligent manufacturing production line data monitoring system for industrial internet of things10.1016/j.comcom.2019.12.035 ↗
29. Data Transmission Using RFID System on Smart Shopping Carts for Checkout Process Efficiency in Supermarket at Indonesia10.1016/j.procs.2021.01.080 ↗
30. Application of the RFID technology in logistics10.1016/j.trpro.2021.09.072 ↗
31. RFID in manufacturing: An implementation case in the SEPT learning factory10.1016/j.promfg.2020.10.076 ↗
32. Nordic ID Group (2023, November 10). Nordic ID FR22 User Guide. Salo, Finland. Available online: https://www.nordicid.com/nordic-id-fr22-user-guide-1v1-1/.
33. Nordic ID Group (2023, November 10). Nordic ID FR22 Datasheet. Salo, Finland. Available online: https://brady.widen.net/s/lmzlbvrxpm/nordic_id_fr22_product_family_infosheet_europe_english.