Zero-Defect Manufacturing using data-driven technologies to support the natural stone industry

João Sousa; Artem A. Nazarenko; José Ferreira; Hugo Antunes; Elsa Jesus; João Sarraipa

doi:10.1109/ICE/ITMC52061.2021.9570260

Zero-Defect Manufacturing using data-driven technologies to support the natural stone industry

João Sousa, Artem A. Nazarenko, José Ferreira, Hugo Antunes, Elsa Jesus, João Sarraipa

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

6 Citations (Scopus)

Abstract

The manufacturing industry is undergoing a substantial transformation due to the proliferation of new digital and ICT solutions that are applied along the production process chain. In this regard, additional attention has gained the Zero Defects Manufacturing (ZDM) approach having the goal of preventing the product from reaching the customer with quality problems. This paper discusses one ZDM use case in the area of the stone slab manufacturing industry. It focuses on industrial stone process automatization as in the stone detection of cracks, voids and other defects through specific applications that explore various techniques as image processing. An analysis of the added value of integrating such applications in the natural stone processing industry considering the zero-defect manufacturing paradigm is explored.

Original language	English
Title of host publication	2021 IEEE International Conference on Engineering, Technology and Innovation, ICE/ITMC 2021 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers (IEEE)
ISBN (Electronic)	9781665449632
DOIs	https://doi.org/10.1109/ICE/ITMC52061.2021.9570260
Publication status	Published - 21 Jun 2021
Event	2021 IEEE International Conference on Engineering, Technology and Innovation, ICE/ITMC 2021 - Cardiff, United Kingdom Duration: 21 Jun 2021 → 23 Jun 2021

Conference

Conference	2021 IEEE International Conference on Engineering, Technology and Innovation, ICE/ITMC 2021
Country/Territory	United Kingdom
City	Cardiff
Period	21/06/21 → 23/06/21

Keywords

Digital Manufacturing Platform
Image processing
Industrial Internet of Things
Zero-Defects Manufacturing

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

Access to Document

10.1109/ICE/ITMC52061.2021.9570260

Cite this

Sousa, J., Nazarenko, A. A., Ferreira, J., Antunes, H., Jesus, E., & Sarraipa, J. (2021). Zero-Defect Manufacturing using data-driven technologies to support the natural stone industry. In 2021 IEEE International Conference on Engineering, Technology and Innovation, ICE/ITMC 2021 - Proceedings Institute of Electrical and Electronics Engineers (IEEE). https://doi.org/10.1109/ICE/ITMC52061.2021.9570260

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abstract = "The manufacturing industry is undergoing a substantial transformation due to the proliferation of new digital and ICT solutions that are applied along the production process chain. In this regard, additional attention has gained the Zero Defects Manufacturing (ZDM) approach having the goal of preventing the product from reaching the customer with quality problems. This paper discusses one ZDM use case in the area of the stone slab manufacturing industry. It focuses on industrial stone process automatization as in the stone detection of cracks, voids and other defects through specific applications that explore various techniques as image processing. An analysis of the added value of integrating such applications in the natural stone processing industry considering the zero-defect manufacturing paradigm is explored.",

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note = "Funding Information: ACKNOWLEDGMENT The research leading to these results has received funding from the European Union{\textquoteright}s Horizon 2020 research and innovation program under grant agreement n°. ZDMP 825631 (https://www.zdmp.eu/). Funding Information: The research leading to these results has received funding from the European Union s Horizon 2020 research and innovation program under grant agreement n . ZDMP 825631 (https://www.zdmp.eu/). Publisher Copyright: {\textcopyright} 2021 IEEE.; 2021 IEEE International Conference on Engineering, Technology and Innovation, ICE/ITMC 2021 ; Conference date: 21-06-2021 Through 23-06-2021",

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Sousa, J , Nazarenko, AA , Ferreira, J , Antunes, H , Jesus, E & Sarraipa, J 2021, Zero-Defect Manufacturing using data-driven technologies to support the natural stone industry. in 2021 IEEE International Conference on Engineering, Technology and Innovation, ICE/ITMC 2021 - Proceedings. Institute of Electrical and Electronics Engineers (IEEE), 2021 IEEE International Conference on Engineering, Technology and Innovation, ICE/ITMC 2021, Cardiff, United Kingdom, 21/06/21. https://doi.org/10.1109/ICE/ITMC52061.2021.9570260

Zero-Defect Manufacturing using data-driven technologies to support the natural stone industry. / Sousa, João ; Nazarenko, Artem A.; Ferreira, José et al.
2021 IEEE International Conference on Engineering, Technology and Innovation, ICE/ITMC 2021 - Proceedings. Institute of Electrical and Electronics Engineers (IEEE), 2021.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Nazarenko, Artem A.

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AU - Antunes, Hugo

AU - Jesus, Elsa

AU - Sarraipa, João

N1 - Funding Information: ACKNOWLEDGMENT The research leading to these results has received funding from the European Union’s Horizon 2020 research and innovation program under grant agreement n°. ZDMP 825631 (https://www.zdmp.eu/). Funding Information: The research leading to these results has received funding from the European Union s Horizon 2020 research and innovation program under grant agreement n . ZDMP 825631 (https://www.zdmp.eu/). Publisher Copyright: © 2021 IEEE.

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AB - The manufacturing industry is undergoing a substantial transformation due to the proliferation of new digital and ICT solutions that are applied along the production process chain. In this regard, additional attention has gained the Zero Defects Manufacturing (ZDM) approach having the goal of preventing the product from reaching the customer with quality problems. This paper discusses one ZDM use case in the area of the stone slab manufacturing industry. It focuses on industrial stone process automatization as in the stone detection of cracks, voids and other defects through specific applications that explore various techniques as image processing. An analysis of the added value of integrating such applications in the natural stone processing industry considering the zero-defect manufacturing paradigm is explored.

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ER -

Sousa J , Nazarenko AA , Ferreira J , Antunes H , Jesus E , Sarraipa J. Zero-Defect Manufacturing using data-driven technologies to support the natural stone industry. In 2021 IEEE International Conference on Engineering, Technology and Innovation, ICE/ITMC 2021 - Proceedings. Institute of Electrical and Electronics Engineers (IEEE). 2021 doi: 10.1109/ICE/ITMC52061.2021.9570260

Zero-Defect Manufacturing using data-driven technologies to support the natural stone industry

Abstract

Conference

Keywords

UN SDGs

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