Articles
Survey on technologies present in industry 4.0
Published 2020-04-03
Keywords
- industry 4.0,
- internet of things (IOT),
- cyber-physical systems (CPS),
- cloud computing,
- edge computing
- cybersecurity,
- blockchain,
- big data,
- artificial intelligence,
- machine learning (ML),
- deep learning (DL) ...More
How to Cite
Rozo-García, F. (2020). Survey on technologies present in industry 4.0. Revista UIS Ingenierías, 19(2), 177–192. https://doi.org/10.18273/revuin.v19n2-2020019
Copyright (c) 2020 Revista UIS Ingenierías
This work is licensed under a Creative Commons Attribution-NoDerivatives 4.0 International License.
Abstract
The present survey work contextualizes the main technologies of the era of digitalization or Industry 4.0, also known as the Fourth Industrial Revolution. First, the industrial impact and the technological evolution that the predecessor revolutions have historically caused are briefly described, to later present some of the architectures, standards, characteristics, and components of Industry 4.0, where the different engineering disciplines play a fundamental role. For its evolution.
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References
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[49] C. Toro, I. Barandiaran, and J. Posada, “A Perspective on Knowledge Based and Intelligent Systems Implementation in Industrie 4.0,” Procedia Comput. Sci., vol. 60, pp. 362–370, 2015. doi: 10.1016/j.procs.2015.08.143
[50] C. F. Tan, L. S. Wahidin, S. N. Khalil, N. Tamaldin, J. Hu, G.W. M. Rauterberg, “The application of expert system: A review of research and applications,” ARPN Journal of Engineering and Applied Sciences, vol. 11, no. 4, 2016.
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[2] A. Baracca, “El desarrollo de los conceptos energéticos en la mecánica y la termodinámica desde mediados del siglo XVIII hasta mediados del siglo XIX,” Llull: Revista de la Sociedad Española de Historia de las Ciencias y de las Técnicas, vol. 25, no. 53, pp. 285-325, 2002.
[3] S. Mclellan, “Universidad 4.0: ¿el Reino Unido está haciendo lo suficiente para preparar a los estudiantes para la cuarta revolución industrial?,” 3-abril-2018. [Publicación en un blog]. Disponible en: http://blogs.brighton.ac.uk/thedigitalrevolution/2018/04/03/uk-preparing-students-fourth-industrial-revolution/
[4] R. Barazarte, “La Batalla de las Corrientes: Edison, Tesla y el nacimiento del sistema de potencia,” Revista Prisma Tecnológico, vol. 4, no. 1, pp. 51-53, 2016.
[5] U. Shrinivasa, “The evolution of diesel engines,” Resonance, vol. 17, pp. 365–377, 2012. doi: 10.1007/s12045-012-0038-3
[6] L. Muzzioli, “La obra científico-técnica de Guillermo Marconi. Conmemoración del cincuentenario de la primera transmisión inalámbrica entre Europa y América, 1901-1951,” Revista Atenea, 1952
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[8] Mínguez Emilio. “Lección Inaugural, La importancia de la energía en las revoluciones industriales,” 17-septiembre-2015, [Apuntes de clase]. Disponible en: http://www.upm.es/sfs/Rectorado/Gabinete%20del%20Rector/Notas%20de%20Prensa/2015/09/documentos/Leccioninaugural.pdf.
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[11] M. Saturno, V. Moura Pertel, F. Deschamps, and E. De Freitas Rocha Loures, “Proposal of an automation solutions architecture for Industry 4.0,” Destech Trans. Eng. Technol. Res., Mar. 2017. doi: 10.12783/dtetr/icpr2017/17675
[12] J. L. Bower, C. M. Christensen, "Disruptive Technologies: Catching the Wave," Harvard Business Review, vol. 73, no. 1, pp. 43-53, 1995.
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[14] K. Schwab, La cuarta revolución industrial. España: Editorial Debate. 2016.
[15] “Member directory,” Industrial Internet Consortium¸ 2019. [En línea]. Disponible en: http://www.iiconsortium.org
[16] “Industrial Internet Reference Architecture,” Industrial Internet Consortium, 2015. [En línea]. Disponible en: https://www.iiconsortium.org/IIRA-1-7-ajs.pdf
[17] Dave Evans. Internet of Things. La próxima evolución de Internet lo está cambiando todo. Informe Técnico. CISCO. 2011.
[18] Karen Rose, Scott Eldridge y Lyman Chapin. La internet de las cosas. Una breve Reseña. Internet Society, octubre de 2015.
[19] “Dispositivos conectados a la red en el año 2018” IOT Analytics, 2019. [En línea]. Disponible en: /https://iot-analytics.com/
[20] Miao Wu, Ting-Jie Lu, Fei-Yang Ling, Jing Sun, Hui-Ying Du, “Research on the architecture of Internet of Things,” 3rd International Conference on Advanced Computer Theory and Engineering(ICACTE), Chengdu, 2010. doi: 10.1109/ICACTE.2010.5579493
[21] P. P. Ray, “A survey on Internet of Things architectures,” Journal of King Saud University - Computer and Information Sciences, vol. 30, no. 3, pp. 291-319, 2016. doi: 10.1016/j.jksuci.2016.10.003
[22] “Sistemas CPS,” Centro de sistemas ciberfísicos industriales. [En línea]. Disponible en: https://ptolemy.berkeley.edu/projects/icyphy/index.html.
[23] M. Törngren, P. T. Grogan, “How to Deal with the Complexity of Future Cyber-Physical Systems?,” Journal Designs, 2018. doi: 10.3390/designs2040040
[24] O. Cardin, “Classification of cyber-physical production systems applications: Proposition of an analysis framework,” Computers in Industry, vol. 104, pp. 11-21, 2019. doi: 10.1016/j.compind.2018.10.002
[25] Guide to Cyber-Physical Systems Engineering. European Union´s Horizon 2020. Research and Innovation Programme under Grant Agreement No. 644164, 2016.
[26] Centro de Ciberseguridad Industrial CCI. [En línea]. Disponible en: https://www.cci-es.org/
[27] E. Iasiello, “Cyber-attack: A Dull Tool to shape Foreign Policy,” 5th International Conference on Cyber Conflict, Tallinn, 2013, pp. 1-18.
[28] International Telecommunication Union, Global Cybersecurity Index (GCI). Suiza, 2017. [En línea]. Disponible en: https://www.itu.int/dms_pub/itu-d/opb/str/D-STR-GCI.01-2017-R1-PDF-E.pdf
[29] S. Asensio, M. García, J. Valiente, D. Zuluaga, “Estudio sobre la Ciberseguridad en Colombia,” Centro de Ciberseguridad Industrial, 2018. [En línea]. Disponible en: https://fedetec.org/wp-content/uploads/2019/06/Ciberseguridad-Industrial-en-Colombia-2018.pdf
[30] P. Mell, T. Grance, “The NIST Definition of Cloud Computing,” National Institute of Standards and Technology. NIST Special Publication 800-145, 2011. [En línea]. Disponible en: https://nvlpubs.nist.gov/nistpubs/Legacy/SP/nistspecialpublication800-145.pdf
[31] ISO Standards, “Information technology - Cloud computing - Overview and vocabulary,” ISO/IEC 17788:2014, 2014.
[32] “Modelos de computación en la nube,” TatvaSoft, 2014. [En línea]. Disponible en: https://www.tatvasoft.com/blog/cloud-computing-models/.
[33] “Introduction to Edge Computing in IIOT. An Industrial Internet Consortium White Paper,” Edge Computing Task Group, 2018. [En línea]. Disponible en: https://www.iiconsortium.org/pdf/Introduction_to_Edge_Computing_in_IIoT_2018-06-18.pdf
[34] D. Tapscott y A. Tapscott, Blockchain Revolution: How the Technology Behind Bitcoin Is Changing Money, Business, and the World. Penguin Publishing Group, 2016.
[35] S. Nakamoto, “Bitcoin: A Peer-to-Peer Electronic Cash System,” 2008. [En línea]. Disponible en: https://bitcoin.org/bitcoin.pdf
[36] S. Zhai et al. “Research on the Application of Cryptography on the Blockchain,” J. Phys.: Conf. Ser. 1168 032077, 2019. doi: 10.1088/1742-6596/1168/3/032077
[37] M. Crosby, Nachiappan, P. Pattanayak, S. Verma, V. Kalynaraman, “BlockChain Technology: Beyond Bitcoin,” AIR. Applied Innovation Review, no. 2, 2016.
[38] Z. Zheng, S. Xie, H. Dai, X. Chen, H. Wang, “Una descripción general de la tecnología Blockchain: arquitectura, consenso y tendencias futuras,” Congreso Internacional IEEE sobre Big Data (Congreso BigData), 557-564, 2017. doi: 10.1109 / BigDataCongress.2017.85
[39] P. Fraga-lamas, “A Review on Blockchain Technologies for an Advanced and Cyber-Resilient Automotive Industry,” IEEEAccess, vol. 7, 2019. doi: 10.1109/ACCESS.2019.2895302
[40] N. Teslya, I. Ryabchikov, “Blockchain Platforms Overview for Industrial IoT Purposes,” 22nd Conference of Open Innovations Association (FRUCT), Jyvaskyla, pp. 250-256, 2018.
[41] “Overview of Deep Learning―The Frontier of Machine Learning Methods and the Core of AI,” Fujitsu Journal, 2018. [En línea]. Disponible en: https://journal.jp.fujitsu.com/en/2018/11/29/01/
[42] “Cómo la Inteligencia Artificial impulsa los beneficios y la innovación en la industria,” Accenture, 2017. [En línea]. Disponible en: https://www.accenture.com/_acnmedia/pdf-57/accenture-ia-impulsa-los-beneficios-y-la-innovaci%C3%B3n-en-la-industria.pdf
[43] A. M. Turing, “Computing Machinery and Intelligence,” Oxford University Press on behalf of the Mind Association, vol. 59, no. 236, pp. 433-460, 1950.
[44] V. Rajaraman, “John McCarthy - Father of Artificial Intelligence,” Resonance, vol. 19, pp. 108-207, 2014. doi: 10.1007/s12045-014-0027-9
[45] M. Rupali, P. Amit, “A Review Paper on General Concepts of Artificial Intelligence and Machine Learning,” International Advanced Research Journal in Science, Engineering and Technology, vol. 4, Special Issue 4, pp. 79-82, 2017. doi: 10.17148/IARJSET/NCIARCSE.2017.22
[46] J. Heikkonen, J. Lampinen, “Building Industrial Applications with Neural Networks,” Proceedings of European Symposium on Intelligent Techniques (ESIT'99), Chania, Greece, 1999.
[47] S. Kenji, Artificial Neural Networks - Industrial and Control Engineering Applications. InTechOpen, 2011.doi: 10.5772 / 2041
[48] S. Quarteroni, “Natural Language Processing for Industry,” Informatik-Spektrum, vol. 41, no. 2, pp. 105–112, Apr. 2018. doi: 10.1007/s00287-018-1094-1
[49] C. Toro, I. Barandiaran, and J. Posada, “A Perspective on Knowledge Based and Intelligent Systems Implementation in Industrie 4.0,” Procedia Comput. Sci., vol. 60, pp. 362–370, 2015. doi: 10.1016/j.procs.2015.08.143
[50] C. F. Tan, L. S. Wahidin, S. N. Khalil, N. Tamaldin, J. Hu, G.W. M. Rauterberg, “The application of expert system: A review of research and applications,” ARPN Journal of Engineering and Applied Sciences, vol. 11, no. 4, 2016.
[51] P. A. Vikhar, "Evolutionary algorithms: A critical review and its future prospects," International Conference on Global Trends in Signal Processing, Information Computing and Communication (ICGTSPICC), Jalgaon, 2016, pp. 261-265. doi: 10.1109/ICGTSPICC.2016.7955308
[52] P. Pallavi, “Comprehensive Review on Fuzzy Logic System,” International Journal of Engineering and Computer Science, vol. 3, no. 11, 2014. doi: 103.53.42.157/index.php/ijecs/article/view/2380
[53] J. Wang, Y. Ma, L. Zhang, R. X. Gao, D. Wu, “Deep learning for smart manufacturing: Methods and applications,” Journal of Manufacturing Systems, vol. 48, pp. 144–156, 2018. doi: 10.1016/j.jmsy.2018.01.003
[54] J. A. Perez, F. Deligianni, D. Ravi, and G.-Z. Yang, “Artifical Intelligence and Machine Learning Artificial Intelligence and Robotics,” UK-RAS White Papers, 2017.
[55] G. Wiederhold and J. McCarthy, “Arthur Samuel: pioneer in machine learning,” IBM J. Res. Dev., vol. 36, no. 3, pp. 328–328, 1992. doi: 10.1147/rd.363.0328
[56] A Waldrop, M. Mitchell, “News Feature: What are the limits of deep learning?,” Proceedings of the National Academy of Sciences, vol. 116, no. 4, pp. 1074-1077, 2019. doi: 10.1073/pnas.1821594116, 2019.
[57] E. Chagas, “Aprendizaje profundo y sus aplicaciones hoy,” Revista Científica Multidisciplinar Núcleo do Conhecimento, vol. 4, no. 5, pp. 5-26, 2019.
[58] J. Wang, W. Zhang, Y. Shi, S. Duan, and J. Liu, “Industrial Big Data Analytics: Challenges, Methodologies, and Applications.,” CoRR. 2016..
[59] A. Panimalar, V. Shree, V. Katherine, “The 17 V´s of Big Data. Internationa,” Reserach Journal of Engineering and Technology (IRJET), vol. 4, no. 9, pp. 329-333, 2017.
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