Using Internet of Services to Stablish a Service-Oriented Manufacturing Architecture model in Industry 4.0

• Autorzy: Jacqueline Zonichenn Reis , Rodrigo Franco Goncalves , Marcia Terra Silva
• Języki publikacji: EN

Abstrakty

EN

The manufacturing industry has been reshaping its operations using digital technologies for a smart production towards a more customized demand. Nevertheless, the flexibility to attend the production plan changes in real time is still challenging. Although the Internet of Services (IoS) has been addressed as a key element for Industry 4.0, there is still a lack of clarity about the IoS contribution for advanced manufacturing. Through a case study, the paper aims to validate the adherence of a theoretical model named Service-Oriented Manufacturing Architecture (SOMA) in two manufacturing companies that have been already engaged in Industry 4.0. As main results, it was concluded that IoS could suit in one case of Industry 4.0 flexible production process but not in a mass production one. Considering the scarcity of research that exemplifies the IoS contribution, the present paper brings an important assessment on a real manufacturing scenario. (original abstract)

Słowa kluczowe

PL

Przemysł 4.0; Planowanie produkcji; Technologie cyfrowe; Internet; Usługi

EN

Industry 4.0; Production planning; Digital technologies; Internet; Services

• Czasopismo: Management and Production Engineering Review
• Rocznik: 2022
• Tom: 13
• Numer: nr 4
• Strony: 137-151

Twórcy

autor

Jacqueline Zonichenn Reis

• Paulista University, Brazil

autor

Rodrigo Franco Goncalves

• Paulista University, Brazil

autor

Marcia Terra Silva

• Paulista University, Brazil

Bibliografia

• Alcácer V., Cruz-Machado V. (2019), Scanning the Industry 4.0: A Literature Review on Technologies for Manufacturing Systems, Engineering Science and Technology an International Journal, Vol. 22, pp. 899-919. DOI: 10.1016/j.jestch.2019.01.006.
• Atmojo U.D., Blech J.O., Vyatkin V. (2020), A Plug and Produce-inspired Approach in Distributed Control Architecture: A Flexible Assembly Line and Product Centric Control Example, in: 2020 IEEE International Conference on Industrial Technology (ICIT). Presented at the 2020 IEEE International Conference on Industrial Technology (ICIT), IEEE, Buenos Aires, Argentina, pp. 271-277. DOI: 10.1109/ICIT45562.2020.9067278.
• Baena F., Guarin A., Mora J., Sauza J., Retat S. (2017), Learning Factory: The Path to Industry 4.0, Procedia Manufacturing 9, pp. 73-80. DOI: 10.1016/j.promfg.2017.04.022.
• Balakrishnan S.M., Sangaiah A.K. (2017), MIFIM - Middleware solution for service centric anomaly in future internet models, Future Generation Computer Systems, Vol. 74, pp. 349-365. DOI: 10.1016/j.future.2016.08.006.
• Barratt M., Choi T.Y., Li M. (2011), Qualitative case studies in operations management: Trends, research outcomes, and future research implications, Journal of Operations Management, Vol. 29, pp. 329-342. DOI: 10.1016/j.jom.2010.06.002.
• Bhadoria R.S., Chaudhari N.S., Tharinda Nishantha V.G. (2018), Analyzing the role of interfaces in enterprise service bus: A middleware epitome for serviceoriented systems, Computer Standards & Interfaces, Vol. 55, pp. 146-155. DOI: 10.1016/j.csi.2017.08.001.
• Bohn H., Bobek A., Golatowski F. (2006), SIRENA - Service Infrastructure for Real-time Embedded Networked Devices: A service oriented framework for different domains, in: International Conference on Networking, International Conference on Systems and International Conference on Mobile Communications and Learning Technologies (ICNICONSMCL'06), pp. 43-43. DOI: 10.1109/ICNICONSMCL.2006.196.
• Bonilla S., Silva H., Terra da Silva M., Franco Gonçalves R., Sacomano J. (2018), Industry 4.0 and Sustainability Implications: A Scenario-Based Analysis of the Impacts and Challenges, Sustainability No. 3740, Vol. 10. DOI: 10.3390/su10103740.
• Borangiu T., Trentesaux D., Thomas A., Leitão P., Barata J. (2019), Digital transformation of manufacturing through cloud services and resource virtualization, Computers in Industry, Vol. 108, pp. 150-162. DOI: 10.1016/j.compind.2019.01.006.
• Bucchiarone A., Marconi A., Pistore M., Raik H. (2017), A context-aware framework for dynamic composition of process fragments in the internet of services, Journal of Internet Services and Applications Vol. 8. DOI: 10.1186/s13174-017-0057-0.
• Cardoso J., Voigt K., Winkler M. (2009), Service Engineering for the Internet of Services, in: Filipe, J., Cordeiro, J. (Eds.), Enterprise Information Systems, Lecture Notes in Business Information Processing, Springer Berlin Heidelberg, Berlin, Heidelberg, pp. 15-27. DOI: 10.1007/978-3-642-00670-8_2.
• Chappell D. (2004), Enterprise service bus, O'Reilly Media, Inc.
• de Souza L.M.S., Spiess P., Guinard D., Köhler M., Karnouskos S., Savio D. (2008), SOCRADES: A Web Service Based Shop Floor Integration Infrastructure, in: Floerkemeier, C., Langheinrich, M., Fleisch, E., Mattern, F., Sarma, S.E. (Eds.), the Internet of Things. Springer Berlin Heidelberg, Berlin, Heidelberg, pp. 50-67. DOI: 10.1007/978-3-540-78731-0_4.
• Gamboa Quintanilla F., Cardin O., L'Anton A., Castagna P. (2016), A modelling framework for manufacturing services in Service-oriented Holonic Manufacturing Systems, Engineering Applications of Artificial Intelligence, Vol. 55, pp. 26-36. DOI: 10.1016/j.engappai.2016.06.004.
• Ganzarain J., Errasti N. (2016), Three stage maturity model in SME's toward industry 4.0, JIEM 9, Vol. 1119. DOI: 10.3926/jiem.2073.
• Giret A., Garcia E., Botti V. (2016), An engineering framework for Service-Oriented Intelligent Manufacturing Systems, Computers in Industry, Vol. 81, pp. 116-127. DOI: 10.1016/j.compind.2016.02.002.
• Givehchi O., Landsdorf K., Simoens P., Colombo A.W. (2017), Interoperability for Industrial Cyber-Physical Systems: An Approach for Legacy Systems, IEEE Transactions on Industrial Informatics, Vol. 13, pp. 3370-3378. DOI: 10.1109/TII.2017.2740434.
• Gruber F.E. (2013), Industry 4.0: A Best Practice Project of the Automotive Industry, in: Kovács, G.L., Kochan, D. (Eds.), Digital Product and Process Development Systems, Springer Berlin Heidelberg, Berlin, Heidelberg, pp. 36-40. DOI: 10.1007/978-3-642-41329-2_5.
• Helo P., Suorsa M., Hao Y., Anussornnitisarn P., (2014). Toward a cloud-based manufacturing execution system for distributed manufacturing. Computers in Industry 65, 646-656. DOI: 10.1016/j.compind.2014.01.015.
• Hermann M., Pentek T., Otto B., (2016). Design Principles for Industrie 4.0 Scenarios, in: 2016 49th Hawaii International Conference on System Sciences (HICSS). Presented at the 2016 49th Hawaii International Conference on System Sciences (HICSS), IEEE, Koloa, HI, USA, pp. 3928-3937. DOI: 10.1109/HICSS.2016.488.
• Hofmann E., Rüsch M. (2017), Industry 4.0 and the current status as well as future prospects on logistics, Computers in Industry, Vol. 89, pp. 23-34. DOI: 10.1016/j.compind.2017.04.002.
• Huang K., Fan Y., Tan W., Qian M. (2013), BSNet: a network-based framework for service-oriented business ecosystem management: NETWORK-BASED FRAMEWORK FOR SOBE MANAGEMENT, Concurrency and Computation: Practice and Experience, Vol. 25, pp. 1861-1878. DOI: 10.1002/cpe.2987.
• Jazdi N. (2014), Cyber physical systems in the context of Industry 4.0, in: 2014 IEEE International Conference on Automation, Quality and Testing, Robotics. Presented at the 2014 IEEE International Conference on Automation, Quality and Testing, Robotics (AQTR), IEEE, Cluj-Napoca, Romania, pp. 1-4. DOI: 10.1109/AQTR.2014.6857843.
• Kagermann H., Wahlster W., Helbig J. (2013), Securing the future of German manufacturing industry: Recommendations for implementing the strategic initiative INDUSTRIE 4.0 - Final Report of the Industrie 4.0 working group. Acatech - National Academy of Science and Engineering.
• Kritikos K., Plexousakis D. (2014), Novel Optimal and Scalable Nonfunctional Service Matchmaking Techniques, IEEE Transactions on Services Computing, Vol. 7, pp. 614-627. DOI: 10.1109/TSC.2013.11.
• Kubler S., Holmström J., Främling K., Turkama P. (2016), Technological Theory of Cloud Manufacturing, in: Borangiu T., Trentesaux D., Thomas A., Mc-Farlane D. (Eds.), Service Orientation in Holonic and Multi-Agent Manufacturing. Springer International Publishing, Cham, pp. 267-276. DOI: 10.1007/ 978-3-319-30337-6_24.
• Lasi H., Fettke P., Kemper H.-G., Feld T., Hoffmann M. (2014), Industry 4.0, Business Information System Engineering, Vol. 6, pp. 239-242. DOI: 10.1007/s12599-014-0334-4.
• Legat C., Lamparter S., Seitz C., (2010). Serviceoriented Product-driven Manufacturing. IFAC Proceedings Volumes 43, 150-155. DOI: 10.3182/20100701-2-PT-4011.00027.
• Leitne S.-H., Mahnke W. (2006), OPC UA - Serviceoriented Architecture for Industrial Applications, ABB Corporate Research Center.
• Madiwalar B., Schneider B., Profanter S. (2019), Plug and Produce for Industry 4.0 using Softwaredefined Networking and OPC UA, in: 2019 24th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA).
• Marin C.A., Monch L., Leitao P., Vrba P., Kazanskaia D., Chepegin V., Liu L., Mehandjiev N. (2013), A Conceptual Architecture Based on Intelligent Services for Manufacturing Support Systems, IEEE, pp. 4749-4754. DOI: 10.1109/SMC.2013.808.
• Mendes J.M., Leitão P., Colombo A.W., Restivo F. (2012), High-level Petri nets for the process description and control in service-oriented manufacturing systems, International Journal of Production Research, Vol. 50, pp. 1650-1665. DOI: 10.1080/00207543.2011.575892.
• Morariu C., Morariu O., Borangiu T., Raileanu S., (2012). Manufacturing Service Bus IntegrationModel for Implementing Highly Flexible and Scalable Manufacturing Systems. IFAC Proceedings Volumes 45, 1850-1855. DOI: 10.3182/20120523-3-RO-2023.00433.
• Morariu O., Morariu C., Borangiu T. (2014), Resource, Service and Product: Real-Time Monitoring Solution for Service Oriented Holonic Manufacturing Systems, in: Borangiu, T., Trentesaux, D., Thomas, A. (Eds.), Service Orientation in Holonic and Multi-Agent Manufacturing and Robotics, Studies in Computational Intelligence. Springer International Publishing, Cham, pp. 47-62. DOI: 10.1007/978-3-319-04735-5_4.
• Nagorny K., Colombo A.W., Schmidtmann U. (2012), A service- and multi-agent-oriented manufacturing automation architecture, Computers in Industry, Vol. 63, pp. 813-823. DOI: 10.1016/j.compind.2012.08.003.
• Ordanini A., Pasini P. (2008), Service co-production and value co-creation: The case for a serviceoriented architecture (SOA), European Management Journal, Vol. 26, pp. 289-297. DOI: 10.1016/j.emj.2008.04.005.
• Papageorgiou A., Miede A., Schulte S., Schuller D., Steinmetz R. (2014), Decision support for Web service adaptation, Pervasive and Mobile Computing, Vol. 12, pp. 197-213. DOI: 10.1016/j.pmcj.2013.10.004.
• Papazoglou M.P. (2003), Service-oriented computing: concepts, characteristics and directions, in: Proceedings of the 7th International Conference on Properties and Applications of Dielectric Materials (Cat. No.03CH37417), Presented at the Fourth International Conference on Web Information Systems Engineering, IEEE Computer Society, Rome, Italy, pp. 3-12. DOI: 10.1109/WISE.2003.1254461.
• Raileanu S., Anton F., Borangiu T., Anton S., Nicolae M. (2018), A cloud-based manufacturing control system with data integration from multiple autonomous agents, Computers in Industry, Vol. 102, pp. 50-61. DOI: 10.1016/j.compind.2018.08.004.
• Reis J.Z., Gonçalves R.F. (2018), The Role of Internet of Services (IoS) on Industry 4.0 through the Service Oriented Architecture (SOA), in: Moon, I., Lee, G.M., Park, J., Kiritsis, D., von Cieminski, G. (Eds.), Advances in Production Management Systems. Smart Manufacturing for Industry 4.0. Springer International Publishing, Cham, pp. 20-26. DOI: 10.1007/978-3-319-99707-0_3.
• Ren L., Zhang L., Wang L., Tao F., Chai X., (2017), Cloud manufacturing: key characteristics and applications. International Journal of Computer Integrated Manufacturing 30, 501-515. DOI: 10.1080/0951192X.2014.902105.
• Sanders A., Elangeswaran C., Wulfsberg J. (2016), Industry 4.0 implies lean manufacturing: Research activities in industry 4.0 function as enablers for lean manufacturing, JIEM, No. 9, Vol. 811. DOI: 10.3926/jiem.1940.
• Satyro W.C., Sacomano J.B., da Silva M.T., Gonçalves R.F., Contador J.C., von Cieminski G. (2017), Industry 4.0: Evolution of the Research at the APMS Conference, in: Lödding, H., Riedel, R., Thoben, K.-D., von Cieminski, G., Kiritsis, D. (Eds.), Advances in Production Management Systems. The Path to Intelligent, Collaborative and Sustainable Manufacturing. Springer International Publishing, Cham, pp. 39-47. DOI: 10.1007/978-3-319-66923-6_5.
• Schel D., Henkel C., Stock D., Meyer O., Rauhöft G., Einberger P., Stöhr M., Daxer M.A., Seidelmann J. (2018), Manufacturing Service Bus: An Implementation, Procedia CIRP, Vol. 67, pp. 179-184. DOI: 10.1016/j.procir.2017.12.196.
• Schmidt M.-T., Hutchison B., Lambros P., Phippen R. (2005), The Enterprise Service Bus: Making service-oriented architecture real, IBM Systems Journal, Vol. 44, pp. 781-797. DOI: 10.1147/sj.444.0781.
• Schroth C., Janner T. (2007),Web 2.0 and SOA: Converging Concepts Enabling the Internet of Services, IT Professional, Vol. 9, pp. 36-41. DOI: 10.1109/MITP.2007.60.
• Sprott D., Wilkes L. (2004), Understanding Service-Oriented Architecture, Architecture Journal.
• Strljic M.M., Korb T., Tasci T., Tinsel E.-F., Pawlowicz D., Riedel O., Lechler A. (2018), A platformindependent communication framework for the simplified development of shop-floor applications as microservice components *, in: 2018 IEEE International Conference on Advanced Manufacturing (ICAM). Presented at the 2018 IEEE International Conference on Advanced Manufacturing (ICAM), IEEE, Yunlin, pp. 250-253. DOI: 10.1109/AMCON.2018.8615044.
• Strzelczak S., Balda P., Garetti M., Lobov A. (2017), Open knowledge-driven manufacturing & logistics: the eScop approach, Warsaw University of Technology Publishing House, Warsaw.
• Treese W. (2006),Web 2.0: is it really different?, netWorker, No. 2, Vol. 10. DOI: 10.1145/1138096.1138106.
• Voss C., Godsell J., Johnson M. (2015), Revisiting case research in operations management, Presented at the 22nd International Annual EurOMA Conference.
• Voss C., Tsikriktsis N., Frohlich M. (2002), Case research in operations management., International Journal of Operation & Production Management, Vol. 22, pp. 195-219. DOI: 10.1108/01443570210414329.
• W3C, World Wide Web Consortium. Web Services Architecture, https://www.w3.org/TR/ws-arch/.
• Wahlster W. (2012), From Industry 1.0 to Industry 4.0: Towards the 4th Industrial Revolution, Forum Business meets Research.
• Yli-Ojanperä M., Sierla S., Papakonstantinou N., Vyatkin V. (2019), Adapting an agile manufacturing concept to the reference architecture model industry 4.0: A survey and case study, Journal of Industrial Information Integration, Vol. 15, pp. 147-160. DOI: 10.1016/j.jii.2018.12.002.

Identyfikatory

DOI

10.24425/mper.2022.142401