Next Generation Auto-Identification and Traceability Technologies for Industry 5.0: A Methodology and Practical Use Case for the Shipbuilding Industry
Технологии нового поколения для автоматической идентификации и прослеживаемости в Индустрии 5.0: методология и практический пример применения в судостроительной промышленности
2021-01-01
SCID: 54.1/d3zwn8d5
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Auto-ID technologiesIndustry 5.0UHF RFID tagsend-to-end traceabilityshipbuilding industry
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Abstract (AI)
Industry 5.0 follows the steps of the Industry 4.0 paradigm and seeks for revolutionizing the way industries operate. In fact, Industry 5.0 focuses on research and innovation to support industrial production sustainability and place the well-being of industrial workers at the center of the production process. Thus, Industry 5.0 relies on three pillars: it is human-centric, it encourages sustainability and it is aimed at developing resilience against disruptions. Such core aspects cannot be fully achieved without a transparent end-to-end human-centered traceability throughout the value chain. As a consequence, Auto-Identification (Auto-ID) technologies play a key role, since they are able to provide automated item recognition, positioning and tracking without human intervention or in cooperation with industrial operators. Although the most popular Auto-ID technologies provide a certain degree of security and productivity, there are still open challenges for future Industry 5.0 factories. This article analyzes and evaluates the Auto-ID landscape and delivers a holistic perspective and understanding of the most popular and the latest technologies, looking for solutions that cope with harsh, diverse and complex industrial scenarios. In addition, it describes a methodology for selecting Auto-ID technologies for Industry 5.0 factories. Such a methodology is applied to a specific use case of the shipbuilding industry that requires identifying the main components of a ship during its construction and repair. To validate the outcomes of the methodology, a practical evaluation of passive and active UHF RFID tags was performed in an Offshore Patrol Vessel (OPV) under construction, showing that a careful selection and evaluation of the tags enables product identification and tracking even in areas with a very high density of metallic objects. As a result, this article serves as a useful guide for industrial stakeholders, including future developers and managers that seek for deploying identification and traceability technologies in Industry 5.0 scenarios.
Key Findings
1
It introduces a methodology for selecting Auto-ID technologies according to the harsh, diverse, and complex conditions of Industry 5.0 factories.
2
Practical testing of passive and active UHF RFID tags on an Offshore Patrol Vessel under construction showed that appropriate tag selection enables tracking amid very high metallic-object density.
3
The methodology is applied to shipbuilding, where major ship components must be identified and tracked during construction and repair.
4
The paper provides a holistic evaluation of established and emerging Auto-ID technologies for human-centered, sustainable, and resilient Industry 5.0 production.
5
The study demonstrates that careful Auto-ID technology evaluation can support transparent end-to-end traceability without relying exclusively on human intervention.
Research Object
Auto-identification and traceability of main ship components during construction and repair, including passive and active UHF RFID tags evaluated in an Offshore Patrol Vessel under construction
Research Subject
Selection, identification, and tracking performance of Auto-ID technologies under harsh, complex, and metal-dense shipbuilding conditions
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2021-01-01
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