Aplicações da Realidade Aumentada na Manufatura: uma Revisão da Literatura

Authors

  • Ivaneu Bender Universidade de Caxias do Sul
  • Ivandro Cecconello UCS

Abstract

No cenário empresarial tem sido cada vez mais comum o emprego de inovações tecnológicas avançadas, mediante o surgimento do conceito de Indústria 4.0, que vem propiciando a otimização dos recursos e elevando a produtividade no setor fabril. Neste contexto, tem-se a Realidade Aumentada, tecnologia habilitadora que utiliza a visualização computacional e o processamento das imagens e das técnicas de computação gráfica. Este estudo teve o objetivo de verificar o estado da arte das aplicações da Realidade Aumentada na Indústria 4.0 por meio de uma revisão sistemática da literatura. Para atingir o objetivo proposto foi desenvolvida uma revisão sistemática da literatura utilizando a base de dados SCOPUS, considerando-se os estudos publicados no período de 2015 a 2020. A Realidade Aumentada é utilizada para aumentar o mundo real por meio de informações digitais, fornecendo uma interação em tempo real com os objetos reais e virtuais. Os resultados da revisão sistemática da literatura indicaram que a Realidade Aumentada se faz presente em várias aplicações na manufatura, incluindo: a criação de manuais virtuais de manutenção; visualização das instruções de trabalho e design de produto; desenvolvimento de modelagens e simulações, com a finalidade de aprimorar continuamente as atividades no setor fabril; para facilitar as atividades dos operadores nos processos fabris e de manutenção; e para auxiliar nas atividades apoiadoras desses processos.

 

http://dx.doi.org/10.18226/23185279.v8iss2p100

References

L. Bibby and B. Dehe, “Defining and assessing Industry 4.0 maturity levels-case of the defence sector,” Production Planning and Control, vol. 29, no. 12, pp. 1.030-1.043, 2018.

R. Anderl, “Industrie 4.0: advanced engneering of smart products and smart production,” Conference: 19th International Seminar on High Technology, Piracicaba, Brasil, pp. 1-14, 2014.

F. Pilati, M. Faccio, M. Gamberi, A. Regattieri, “Learning manual assemly through real-time motion capture for operator training with augmented reality,” Procedia Manufacturing, vol. 45, pp. 189-195, 2020.

H. Kagermann, W. Wahlster, J. Helbig, “Recommendations for implementing the strategic initiative Industrie 4.0,” Final report of the Industrie 4.0 Working Group, pp. 1-84, 2013.

L. Hannola, A. Richter, S. Richter, A. Stocker, “Empowering production workers with digitally facilitated knowledge processes: a conceptual framework,” International Journal of Production Research, vol. 56, no. 14, pp. 4.729-4.743, 2018.

K. Van Lopik, M. Sinclair, R. Sharpe, P. Conway, A. West, “Developing augmented reality capabilities for Industry 4.0 small enterprises: lessons learnt from a content authoring case study,” Computers in Industry, vol. 117, pp. 1-9, 2020.

D. Mourtzis, V. Zogopoulos, E. Vlachou, “Augmented reality supported product design towards industry 4.0: a teaching factory paradigma,” Procedia CIRP, vol. 23, pp. 207-212, 2018.

E. Bottani and G. Vignali, “Augmented reality technology in the manufacturing industry: a review of the last decade,” IISE Transactions, vol. 51, no. 3, pp. 284-310, 2018.

A. Blaga and L. Tamas, “Augmented reality for digital manufacturing,” Procedia Computer Science, vol. 25, pp. 1-7, 2018.

P. Caricato, L. Colizzi, M. G. Gnoni, A. Grieco, A. Guerrieri, A. Lanzilotto, “Augmented reality applications in manufacturing: a multi-criteria decision model for performance analysis,” IFAC Proceedings Volumes, vol. 47, no. 3, pp. 754-759, 2014.

T. M. Fernández-Caramés, P. Fraga-Lamas, M. Suárez-Albela, M. Vilar-Montesinos, “A fog computing and cloudlet based augmented reality system for the Industry 4.0 shipyard,” Sensors (Basel, Switzerland), vol. 18, no. 6, pp. 1-26, 2018.

J. Wang, J. Erkoyuncu, R. Roy, “A conceptual design for smell based augmented reality: case study in maintenance diagnosis,” Procedia CIRP, vol. 78, pp. 109-114, 2018.

A. Ceruti, P. Marzocca, A. Liverani, C. Bil, “Maintenance in aeronautics in na Industry 4.0 context: the role of augmented reality and additive manufacturing,” Journal of Computational Design and Engineering, vol. 6, pp. 516-526, 2019.

N. S. Zabidin, S. Belayutham, C. K. I. C. Ibrahim, “A bibliometric analysis of industrial revolution (IR) 4.0 in construction engineering education,” MATEC Web of Conference, vol. 266, pp. 1-5, 2019.

I. D. M. Aripin, E. M. A. Zawawi, Z. Ismail, “Factors influencing the implementation of technologies behind industry 4.0 in the Malaysian construction industry,” Matec Web of Conferences, vol. 266, pp. 1-6, 2019.

T. D. Oesterreich and F. Teuteberg, “Understanding the implications of digitisation and automation in the context of Industry 4.0: a triangulation approach and elements of a research agenda for the construction industry,” Computers in Industry, vol. 83, pp. 121-139, 2016.

N. Velásquez, E. Estevez, P. Pesado, “Cloud computing, big data and the Industry 4.0 reference architectures,” Journal of Computer Science & Technology, vol. 18, no. 3, pp. 258-266, 2018.

J. Butt, “A strategic roadmap for the manufacturing industry to implemente Industry 4.0,” Designs, vol. 4, no. 11, pp. 1-30, 2020.

M. Hermann, T. Pentek, B. Otto, “Design principles for Industrie 4.0 scenarios: a literature review,” Working Paper, vol. 1, no. 01, pp. 1-16, 2015.

G. S. Corso and I. Cecconello, “Use of augmented reality as a mean for visualizing work instructions,” Scientia Cum Industria, vol. 7, no. 2, pp. 94-101, 2019.

M. Gattullo, G. W. Scurati, M. Fiorentino, A. E. Uva, F. Ferrise, M. Bordegoni, “Towards augmented reality manuals for Industry 4.0: a methodology,” Robotics and Computer Integrated Manufacturing, vol. 56, pp. 276-286, 2019.

U. Urbas, R. Vrabič, N. Vukašinović, “Displaying product manufacturing information in augmented reality for inspection,” Procedia CIRP, vol. 81, pp. 832-837, 2019.

D. E. Qeshmy, J. Makdisi, E. H. D. R. Silva, J. Angelis, “Managing human errors: augmented reality systems as a tool in the quality journey,” Procedia Manufacturing, vol. 28, pp. 24-30, 2019.

J. M. Runji and C. Lin, “Markerless cooperative augmented reality-based smart manufacturing double-check system: case of safe PCBA inspection following automatic optical inspection,” Robotics and Computer-Integrated Manufacturing, vol. 64, pp. 1-22, 2020.

A. Uva, M. Gattullo, V. Manghisi, D. Spagnulo, G. Cascella, M. Fiorentino, “Evaluating the effectiveness of spatial augmented reality in smart manufacturing: a solution for manual working stations,” The International Journal of Advanced Manufacturing Technology, vol. 94, no. 1, pp. 509-521, 2018.

S. Rabah, A. Assila, E. Khouri, F. Maier, F. Ababsa, V. Bourny, P. Maier, F. Mérienne, “Towards improving the future of manufacturing through digital twin and augmented reality technologies”, Procedia Manufacturing, vol. 17, pp. 460-467, 2018.

I. Rabbi and S. Ullah, “Extending the tracking distance of fiducial markers for large indoor augmented reality applications,” Advances in electrical and computer engineering, vol. 15, no. 2, p. 59-64, 2015.

E. Tzimas, G. Vosniakos, E. Matsas, “Machine tool setup instructions in the smart factory using augmented reality: a system construction perspective,” International Journal for Interactive Design and Manufacturing (IJIDeM), vol. 13, pp. 121-136, 2018.

Y. Zhang and T. Kwok, “Design and interaction interface using augmented reality for smart manufacturing,” Procedia Manufacturing, vol. 26, pp. 1278-1286, 2018.

F. Bruno, L. Barbieri, E. Marino, M. Muzzupappa, L. D’Oriano, C., Biagio, “An augmented reality tool to detect and annotate design variations in an Industry 4.0 approach,” The International Journal of Advanced Manufacturing Technology, vol. 105, no. 1, pp. 875-887, 2019.

J. Zubizarreta, I. Aguinaga, A. Amundarain, “A framework for augmented reality guidance in industry,” The International Journal of Advanced Manufacturing Technology, vol. 102, no. 9, pp. 4.095-4.108, 2019.

T. Masood and J. Egger, “Adopting augmented reality in the age of industrial digitalisation,” Computers in Industry, vol. 115, pp. 103-112, 2020.

G. Lame, “Systematic literature reviews: an introduction,” International Conference on Engineering Design, ICED19, pp. 1633-1642, 2019.

A. Liberati, D. G. Altman, J. Tetzlaff, C. Mulrow, P. C. Gøtzsche, J. P. A. Ioannidis, M. Clarke, P. J. Devereaux, J. Kleijnen, D. Moher, “The PRISMA statement for reporting systematic reviews and meta-analyses of studies that evaluate healthcare interventions: explanation and elaboration,” BMJ, vol. 339, pp. 1-27, 2009.

A. Doshi, R. Smith, B. Thomas, C. Bouras, “Use of projector based augmented reality to improve manual spot-welding precision and accuracy for automotive manufacturing,” The International Journal of Advanced Manufacturing Technology, vol. 89, pp. 1.279-1.293, 2017.

D. Mourtzis, V. Zogopoulos, F. Xanthi, “Augmented reality application to support the assembly of highly customized products and to adapt to production re-scheduling,” The International Journal of Advanced Manufacturing Technology, vol. 105, pp. 3899-3910, 2019.

C. N. Deac, G. C. Deac, C. L. Popa, M. Ghinea, C. E. Cotet, “Using augmented reality in smart manufacturing,” Annals of DAAAM & Proceedings, pp. 727-732, 2017.

G. W. Scurati, M. Gattullo, M. Fiorentino, F. Ferrise, M. Bordegoni, A. E. Uva, “Converting maintenance actions into standard symbols for augmented reality applications in Industry 4.0,” Computers in Industry, vol. 98, pp. 68-79, 2018.

F. Manuri, A. Pizzigalli, A. Sanna, “A state validation system for augmented reality based maintenance procedures,” Applied Sciences, vol. 9, no. 10, pp. 1-20, 2019.

A. Muñoz, X. Mahiques, J. E. Solanes, A. Martí, L. Gracia, J. Tornero, “Mixed reality-based user interface for quality control inspection of car body surfaces,” Journal of Manufacturing Systems, vol. 53, pp. 75-92, 2019.

L. Piardi, V. C. Kalempa, M. Limeira, A. S. Oliveira, P. Leitão, “ARENA: augmented reality to enhanced experimentation in smart warehouses,” Sensors (Basel, Switzerland), vol. 19, no. 19, pp. 1-15, 2019.

T. Monika, P. Martin, T. Jozef, K. Marek, K. Jakub, “Augmented reality as a support tool in machining process,” TEM Journal, vol. 9, no. 1, p. 407‐411, 2020.

R. Amicis, A. Ceruti, D. Francia, L. Frizziero, B. Simões, “Augmented reality for virtual user manual,” International Journal on Interactive Design and Manufacturing (IJIDeM), vol. 12, no. 2, pp. 689-697, 2018.

G. C. Deac, C. N. Deac, C. L. Popa, M. Ghinea, C. E. Cotet, “Machine vision in manufacturing processes and the digital twin of manufacturing architectures,” Annals of DAAAM & Proceedings, pp. 733-736, 2017.

F. Ferraguti, F. Pini, T. Gale, F. Messmer, C. Storchi, F. Leali, C. Fantuzzi, “Augmented reality based approach for on-line quality assessment of polished surfaces,” Robotics and Computer Integrated Manufacturing, vol. 59, pp. 158-167, 2019.

K. Ottogalli, D. Rosquete, A. Amundarain. I. Aguinaga, D. Borro, “Flexible framework to model Industry 4.0 processes for virtual simulators,” Applied sciences, vol. 9, no. 23, pp. 1-18, 2019.

P. Dallasega, A. Revolti, P. C. Sauer, F. Schulze, E. Rauch, “BIM, augmented and virtual reality empowering lean construction management: a project simulation game,” Procedia manufacturing, vol. 45, pp. 49-54, 2020.

N. Tvenge, O. Ogorodnyk, N. Peter Østbø, K. Martinsen, “Added value of a virtual approach to simulation-based learning in a manufacturing learning factory,” Procedia CIRP, vol. 88, pp. 36-41, 2020.

M. Gattullo, A. E. Uva, M. Fiorentino, J. L. Gabbard, “Legibility in Industrial AR: text style, color coding, and illuminance,” IEEE Computer Graphics and Applications, vol. 35, no. 2, pp. 52-61, 2015.

H. Lee, “Real-time manufacturing modeling and simulation framework using augmented reality and stochastic network analysis,” Virtual Reality, vol. 23, no. 1, p. 85-99, 2019.

J. Torok, M. Kocisko, M. Teliskova, M. Janak, “Increasing of the work productivity of CMM machine by applying of augmented reality technology,” Matec Web of Conferences, vol. 68, pp. 1-5, 2016.

C. G. Amza, A. Zapciu, D. Popescu, O. Teodorescu, “Augmented reality application for training in pipe defects ultrasonic investigation,” Matec Web of Conferences, vol. 121, pp. 1-7, 2017.

V. Chekryzhov, I. Kovalev, A. Grigoriev, “An approach to technological equipment performance information visualization system construction using augmented reality technology,” Matec Web of Conferences, vol. 224, pp. 1-7, 2018.

J. Grodotzki, T. R. Ortelt, E. Tekkaya, A., “Remote and virtual labs for engineering education 4.0,” Procedia Manufacturing, vol. 26, pp. 1349-1360, 2018.

D. Mourtzis, V. Zogopoulos, I. Katagis, P. Lagios, “Augmented reality based visualization of CAM instructions towards Industry 4.0 paradigm: a CNC bending machine case study,” Procedia CIRP, vol. 70, pp. 368-373, 2018.

Z. Zhu, C. Liu, X. Xu, “Visualisation of the digital twin data in manufacturing by using augmented reality,” Procedia CIRP, vol. 81, pp. 898-903, 2019.

P. Morillo, J. Orduña, J. Carmen, “Comparative study of AR versus vídeo tutorials for minor maintenance operations,” Multimedia Tools and Applications, vol. 79, no. 11-12, p. 7.073-7.100, 2020.

Z. Wang, S. Zhang, W. He, X. Zhang, Y. Yan, “Information-level real-time AR instruction: a novel dynamics assembly guidance information representation assisting human cognition,” The International Journal of Advanced Manufacturing Technology, vol. 107, no. 3-4, p. 1.463-1.481, 2020.

R. Pereira, M. C. C. Baranauskas, S. R. P. Silva, “Softwares sociais: uma visão orientada a valores,” Conference: Proceedings of the IX Symposium on Human Factors in Computing Systems (IHC'10), 2010.

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Published

10/07/2020

How to Cite

Bender, I., & Cecconello, I. (2020). Aplicações da Realidade Aumentada na Manufatura: uma Revisão da Literatura. Scientia Cum Industria, 8(2), 100–114. Retrieved from https://sou.ucs.br/etc/revistas/index.php/scientiacumindustria/article/view/9131

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INDÚSTRIA 4.0 \ Lean