NETWORK ENTERPRISE ARCHITECTURE BASED ON MULTIAGENT TECHNOLOGY

Autores

DOI:

https://doi.org/10.20397/2177-6652/2024.v24i1.2719

Palavras-chave:

network enterprise architecture, value chain, digital twin, digital thread, cyber-physical production system

Resumo

The architecture of a network enterprise for creating innovative products requires a software and technical platform for quickly configuring value chains with the involvement of the necessary business partners. It is proposed to use RAMI as an architectural framework for building a flexible and adaptive architecture of network enterprises, which is based on the use of digital twins and digital threads implemented in the form of asset administrative shells of industry systems of the 4th generation. The paper substantiates the use of multi-agent technology for implementing the architecture of network enterprises, which allows for the prompt and reliable configuration of value chains in accordance with changing needs. The paper summarizes the theoretical approaches and methodological principles of building multi-agent production systems related to the active and proactive modes of execution of microservices and the holonic organization of agents. Thus, horizontal and vertical integration of production and business processes at various levels of management of a network enterprise is ensured, the functional suitability, increases reliability and adaptability of the architecture of a network enterprise.

Referências

Almada-Lobo, F. (2015). The Industry 4.0 revolution and the future of Manufacturing Execution Systems (MES). Journal of Innovation Management 3(4), 16-21. http://dx.doi.org/10.24840/2183-0606_003.004_0003

Association Tekhnet. (2019). Digital twins in the high-tech industry. Expert and analytical report. Мoscow: Technet Infrastructure Center, 50 p. http://assets.fea.ru/uploads/fea/news/2019/12_december/28/cifrovoy_dvoinik.pdf (accessed on October 10, 2023).

Association Tekhnet. (n.d.). Multi-level structure of the factory of the future. https://technet-nti.ru/article/fabriki-buducshego (accessed on October 10, 2023).

Bajaj, M., & Hedberg, T. (2018). System lifecycle handler – Spinning a digital thread for manufacturing. INCOSE International Symposium, 28(1), 1626-1650. http://dx.doi.org/10.1002/j.2334-5837.2018.00573.x

Belyaev, A., & Diedrich, C. (2019). Specification "Demonstrator I4.0-Language" v3.0. Technical Report IFAT-LIA 07/2019. University of Magdeburg, Magdeburg, Germany.

Cruz Salazar, L. & Vogel-Heuser, B. (2022). A CPPS-architecture and workflow for bringing agent-based technologies as a form of artificial intelligence into practice. at - Automatisierungstechnik, 70(6), 580-598. https://doi.org/10.1515/auto-2022-0008

Cruz Salazar, L. A., Ryashentseva, D., Lüder, A. & Vogel-Heuser, B. (2019). Cyber-physical production systems architecture based on multi-agent’s design pattern - Comparison of selected approaches mapping four agent patterns. The International Journal of Advanced Manufacturing Technology, 105, 4005-4034. https://doi.org/10.1007/s00170-019-03800-4

Frechette, S. P. (2011). Model based enterprise for manufacturing. In New worlds of manufacturing: 44th CIRP International Conference on Manufacturing Systems, June 1-3, 2011, Madison, WI. Madison: Omnipress.

Grieves, M. (2016). Origins of the digital twin concept. Working paper. Florida Institute of Technology. http://dx.doi.org/10.13140/RG.2.2.26367.61609

Karnouskos, S., Leitão, P., Ribeiro, L., & Colombo, A. W. (2020). Industrial agents as a key enabler for realizing industrial cyber-physical systems: Multiagent systems entering Industry 4.0. IEEE Industrial Electronics Magazine, 14(3), 18-32. http://dx.doi.org/10.1109/MIE.2019.2962225

Komesker, S., Motsch, W., Popper, J., Sidorenko, A., Wagner, A., & Ruskowski, M. (2022). Enabling a multi-agent system for resilient production flow in modular production systems. Procedia CIRP, 107, 991-998. http://dx.doi.org/10.1016/j.procir.2022.05.097

Lin, S. W., Murphy, B., Clauer, E., Loewen, U., Neubert, R., Bachmann, G., Pai, M., & Hankel, M. (n.d.). Architecture alignment and interoperability - An Industrial Internet Consortium and Plattform Industrie 4.0 Joint Whitepaper. https://www.iiconsortium.org/pdf/JTG2_Whitepaper_final_20171205.pdf (accessed on October 10, 2023).

Minaev, V. A., Mazin, A. V., Zdiruk, K. B., & Kulikov, L. S. (2019). Digital twins of objects in solving management problems. Radiopromishlennost, 29(3), 68-78.

National Institute of Standards and Technology. (2022). Digital thread for smart manufacturing. https://www.nist.gov/programs-projects/digital-thread-smart-manufacturing (accessed on October 10, 2023).

Plattform Industrie 4.0. (2018). Reference architectural model Industrie 4.0 (RAMI 4.0) – An introduction. https://www.plattform-i40.de/IP/Redaktion/EN/Downloads/Publikation/rami40-an-introduction.htm (accessed on October 10, 2023).

Plattform Industrie 4.0. (2019). Details of the Asset Administration Shell from idea to implementation. https://www.plattform-i40.de/IP/Redaktion/EN/Downloads/Publikation/vws-in-detail-presentation.pdf?__blob=publicationFile&v=7 (accessed on October 10, 2023).

Plattform Industrie 4.0. (2022). Details of the Asset Administration Shell. Part 1 - The exchange of information between partners in the value chain of Industrie 4.0 (Version 3.0RC01). https://www.plattform-i40.de/IP/Redaktion/EN/Downloads/Publikation/Details_of_the_Asset_Administration_Shell_Part1_V3.html (accessed on October 10, 2023).

Sakurada, L., Leitao, P., & De la Prieta, F. (2022). Agent-based asset administration shell approach for digitizing industrial assets. IFAC PapersOnLine, 55(2), 193-198. http://dx.doi.org/10.1016/j.ifacol.2022.04.192

Scheer, A.-V. (2020). Industry 4.0: From a breakthrough business model to automation of business processes. Moscow: Delo, 272 p.

Schwab, K. (2016). The fourth industrial revolution. Moscow: Eksmo, 138 р.

Telnov, Y. F., Kazakov, V. A., & Trembach, V. M. (2020). Developing a knowledge-based system for the design of innovative product creation processes for network enterprises. Business Informatics, 14(3), 35-52.

Telnov, Yu. F., Kazakov, V. A., Danilov, A. V., & Denisov, A. A. (2022). Requirements for the software implementation of the Industrie 4.0 system for creating network enterprises. Software & Systems, 35(4), 557-571. https://doi.org/10.15827/0236-235X.140.557-571

Vogel-Heuser, B., Ocker, F., & Scheuer, T. (2021). An approach for leveraging Digital Twins in agent-based production systems. at - Automatisierungstechnik, 69(12), 1026-1039. https://doi.org/10.1515/auto-2021-0081

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Publicado

2024-04-22

Como Citar

Telnov, Y., Kazakov, V., Danilov, A., & Fiodorov, I. (2024). NETWORK ENTERPRISE ARCHITECTURE BASED ON MULTIAGENT TECHNOLOGY. Revista Gestão & Tecnologia, 24(2), 66–95. https://doi.org/10.20397/2177-6652/2024.v24i1.2719

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