Impacts of Digitalization on Traceability

Johnson, Cameron

doi:10.1002/9781119646495.ch22

Cited by 2 publications

(6 citation statements)

References 10 publications

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“…The examples of companies that successfully implemented digitalization in the CFRP industry are the material manufacturer Toray and the largest aerospace company Boeing [8,11]. However, the CFRP recycling industry does not utilize such technological.…”

Section: Challengesmentioning

confidence: 99%

“…Integrating smart manufacturing and services in the CFRP recycling supply chain could create a substantial impact on the development of CFRP recycling industry [7]. Disruptive Industry 4.0 technologies such as Internet of Things (IoT), Artificial Intelligence (AI), Robots could transform the whole business process, increase the efficiency of its operation and, thus, decrease the associated costs [8].…”

Section: Introductionmentioning

confidence: 99%

“…Around 40% of all CFRP waste is reported to be the result of manufacturing in a form of outdated prepregs and trimmings [19]. The waste is usually cut at different rates and weights, which is then tracked manually with all information stored on paper [8]. The waste fees are calculated based on weight and costs which are summed up to the final costs of components.…”

mentioning

confidence: 99%

“…However, another component for digitalizing waste traceability is Radio Frequency Identification (RFID) technology, which would allow to store data of certain waste package. Quick Response (QR) codes and RFIDs already could serve as more effective tracing and identification tools of carbon fiber products for complex industries such as aerospace manufacturing [8]. Using the data provided, a company could monitor the source of material and its relevant processes.…”

mentioning

confidence: 99%

“…Using the data provided, a company could monitor the source of material and its relevant processes. [8]. The CFRP recycling industry can benefit from these tools due to the inherent complexities of composite materials.…”

mentioning

confidence: 99%

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Challenges and Opportunities of Implementing Industry 4.0 in Recycling Carbon Fiber Reinforced Composites

Amantayeva

Shehab

Meiirbekov

et al. 2022

Advances in Science and Technology

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At the time of unprecedented development of digital technologies, business owners across various industries need to stay up-to-date in terms of using cutting-edge technologies such as Industry 4.0 to ensure competitive performance. There are still many areas where their positive implications of digital technologies have not been applied. For example, the end-of-life (EoL) waste from the automotive, aerospace, and wind energy industries is still accumulating in landfills. At present, an increasing number of vehicles, airplanes, and wind turbine blades are made of Carbon Fiber Reinforced Polymer Composites (CFRPs) leading to an urgent demand for implementing sustainable waste disposal strategies. Thus, recycling CFRPs is a key research area that provides a potential for improvement, particularly, in terms of digitalization. This study addresses the issues prevalent in this sphere and proposes Industry 4.0 related technologies to be integrated into the CFRP recycling supply chain stages, including waste collection, dismantling, transportation, recycling, and re-manufacturing. For this purpose, key technologies were selected from the literature review, smart recycling trends were defined and relevant analysis was carried out to map technologies onto the CFRP recycling supply chain.

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Section: Challengesmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

mentioning

confidence: 99%

mentioning

confidence: 99%

mentioning

confidence: 99%

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Challenges and Opportunities of Implementing Industry 4.0 in Recycling Carbon Fiber Reinforced Composites

Amantayeva

Shehab

Meiirbekov

et al. 2022

Advances in Science and Technology

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Developing a Digital Twin for Carbon Fiber Composites Recycling: Challenges and Future Research Direction

Shehab

Kazhymurat

Jyeniskhan

et al. 2022

Advances in Science and Technology

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A digital twin is among the fast-growing technologies capable of increasing the dynamic development of manufacturing industry in terms of digital transformation in the context of Industry 4.0. The development of digital twin technologies for carbon fiber composites (CFC) recycling is a novel direction that significantly improves the recycling process efficiency. Among various benefits, it provides high-quality process monitoring and automated control. However, digital twins development of CFC recycling face challenges that need to be identified. This study aimed to investigate the challenges of implementing digital twin in the carbon fiber composites recycling process. Three main challenges were identified by adopting the narrative literature review approach. Understanding these challenges contributes to the digitalization of the industry and provides recommendations for further investigation of this area of research. It should be noted that optimization and validation of technical aspects will allow the creation of a solid process data management system and control crucial process variables.

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Impacts of Digitalization on Traceability

Cited by 2 publications

References 10 publications

Challenges and Opportunities of Implementing Industry 4.0 in Recycling Carbon Fiber Reinforced Composites

Challenges and Opportunities of Implementing Industry 4.0 in Recycling Carbon Fiber Reinforced Composites

Developing a Digital Twin for Carbon Fiber Composites Recycling: Challenges and Future Research Direction

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