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2017 | OriginalPaper | Buchkapitel

8. Engineering of Next Generation Cyber-Physical Automation System Architectures

verfasst von : Matthias Foehr, Jan Vollmar, Ambra Calà, Paulo Leitão, Stamatis Karnouskos, Armando Walter Colombo

Erschienen in: Multi-Disciplinary Engineering for Cyber-Physical Production Systems

Verlag: Springer International Publishing

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Abstract

Cyber-Physical-Systems (CPS) enable flexible and reconfigurable realization of automation system architectures, utilizing distributed control architectures with non-hierarchical modules linked together through different communication systems. Several control system architectures have been developed and validated in the past years by research groups. However, there is still a lack of implementation in industry. The intention of this work is to provide a summary of current alternative control system architectures that could be applied in industrial automation domain as well as a review of their commonalities. The aim is to point out the differences between the traditional centralized and hierarchical architectures to discussed ones, which rely on decentralized decision-making and control. Challenges and impacts that industries and engineers face in the process of adopting decentralized control architectures are discussed, analysing the obstacles for industrial acceptance and the new necessary interdisciplinary engineering skills. Finally, an outlook of possible mitigation and migration actions required to implement the decentralized control architectures is addressed.

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Literatur
Zurück zum Zitat ACATECH: Cyber-Physical Systems: driving force for innovation in mobility, health, energy and production. Tech. rep., ACATECH – German National Academy of Science and Engineering. https://goo.gl/Q6WFQN (2011) ACATECH: Cyber-Physical Systems: driving force for innovation in mobility, health, energy and production. Tech. rep., ACATECH – German National Academy of Science and Engineering. https://​goo.​gl/​Q6WFQN (2011)
Zurück zum Zitat ANSI/ISA: ANSI/ISA-95.00.01-2010 (IEC 62264-1 Mod) Enterprise-Control System Integration – Part 1: Models and Terminology. http://www.isa.org (2010) ANSI/ISA: ANSI/ISA-95.00.01-2010 (IEC 62264-1 Mod) Enterprise-Control System Integration – Part 1: Models and Terminology. http://​www.​isa.​org (2010)
Zurück zum Zitat Antzoulatos, N., Castro, E., Scrimieri, D., Ratchev, S.: A multi-agent architecture for plug and produce on an industrial assembly platform. Prod. Eng. Res. Devel. 8 (6), 773–781 (2014); doi:10.1007/s11740-014-0571-xCrossRef Antzoulatos, N., Castro, E., Scrimieri, D., Ratchev, S.: A multi-agent architecture for plug and produce on an industrial assembly platform. Prod. Eng. Res. Devel. 8 (6), 773–781 (2014); doi:10.1007/s11740-014-0571-xCrossRef
Zurück zum Zitat Broy, M., Schmidt, A.: Challenges in engineering Cyber-Physical Systems. Computer 47 (2), 70–72 (2014); doi:10.1109/mc.2014.30CrossRef Broy, M., Schmidt, A.: Challenges in engineering Cyber-Physical Systems. Computer 47 (2), 70–72 (2014); doi:10.1109/mc.2014.30CrossRef
Zurück zum Zitat Castellini, P., Cristalli, C., Foehr, M., Leitão, P., Paone, N., Schjolberg, I., Tjonnas, J., Turrin, C., Wagner, T.: Towards the integration of process and quality control using multi-agent technology. In: IECON 2011 – 37th Annual Conference of the IEEE Industrial Electronics Society (2011); doi:10.1109/iecon.2011.6119347 Castellini, P., Cristalli, C., Foehr, M., Leitão, P., Paone, N., Schjolberg, I., Tjonnas, J., Turrin, C., Wagner, T.: Towards the integration of process and quality control using multi-agent technology. In: IECON 2011 – 37th Annual Conference of the IEEE Industrial Electronics Society (2011); doi:10.​1109/​iecon.​2011.​6119347
Zurück zum Zitat Colombo, A.W., Karnouskos, S.: Towards the factory of the future: a service-oriented cross-layer infrastructure. In: ICT Shaping the World: A Scientific View, pp. 65–81. European Telecommunications Standards Institute/Wiley, New York (2009) Colombo, A.W., Karnouskos, S.: Towards the factory of the future: a service-oriented cross-layer infrastructure. In: ICT Shaping the World: A Scientific View, pp. 65–81. European Telecommunications Standards Institute/Wiley, New York (2009)
Zurück zum Zitat Colombo, A.W., Karnouskos, S., Mendes, J.M.: Factory of the future: a service-oriented system of modular, dynamic reconfigurable and collaborative systems. In: Springer Series in Advanced Manufacturing, pp. 459–481. Springer, London (2010); doi:10.1007/978-1-84996-119-6_15 Colombo, A.W., Karnouskos, S., Mendes, J.M.: Factory of the future: a service-oriented system of modular, dynamic reconfigurable and collaborative systems. In: Springer Series in Advanced Manufacturing, pp. 459–481. Springer, London (2010); doi:10.​1007/​978-1-84996-119-6_​15
Zurück zum Zitat Colombo, A.W., Karnouskos, S., Bangemann, T.: A system of systems view on collaborative industrial automation. In: 2013 IEEE International Conference on Industrial Technology (ICIT) (2013); doi:10.1109/icit.2013.6505980 Colombo, A.W., Karnouskos, S., Bangemann, T.: A system of systems view on collaborative industrial automation. In: 2013 IEEE International Conference on Industrial Technology (ICIT) (2013); doi:10.1109/icit.2013.6505980
Zurück zum Zitat Colombo, A.W., Bangemann, T., Karnouskos, S.: IMC-AESOP outcomes: paving the way to collaborative manufacturing systems. In: 2014 12th IEEE International Conference on Industrial Informatics (INDIN) (2014a); doi:10.1109/indin.2014.6945517 Colombo, A.W., Bangemann, T., Karnouskos, S.: IMC-AESOP outcomes: paving the way to collaborative manufacturing systems. In: 2014 12th IEEE International Conference on Industrial Informatics (INDIN) (2014a); doi:10.1109/indin.2014.6945517
Zurück zum Zitat Colombo, A.W., Bangemann, T., Karnouskos, S., Delsing, J., Stluka, P., Harrison, R., Jammes, F., Martínez Lastra, J.L. (eds.): Industrial Cloud-based Cyber-Physical Systems: The IMC-AESOP Approach. Springer, New York (2014b) Colombo, A.W., Bangemann, T., Karnouskos, S., Delsing, J., Stluka, P., Harrison, R., Jammes, F., Martínez Lastra, J.L. (eds.): Industrial Cloud-based Cyber-Physical Systems: The IMC-AESOP Approach. Springer, New York (2014b)
Zurück zum Zitat Delsing, J., Eliasson, J., Kyusakov, R., Colombo, A.W., Jammes, F., Nessaether, J., Karnouskos, S., Diedrich, C.: A migration approach towards a SOA-based next generation process control and monitoring. In: IECON 2011 – 37th Annual Conference of the IEEE Industrial Electronics Society (2011); doi:10.1109/iecon.2011.6120045 Delsing, J., Eliasson, J., Kyusakov, R., Colombo, A.W., Jammes, F., Nessaether, J., Karnouskos, S., Diedrich, C.: A migration approach towards a SOA-based next generation process control and monitoring. In: IECON 2011 – 37th Annual Conference of the IEEE Industrial Electronics Society (2011); doi:10.​1109/​iecon.​2011.​6120045
Zurück zum Zitat Delsing, J., Rosenqvist, F., Carlsson, O., Colombo, A.W., Bangemann, T.: Migration of industrial process control systems into service oriented architecture. In: IECON 2012 – 38th Annual Conference on IEEE Industrial Electronics Society, Montreal, QC (2012); doi:10.1109/iecon.2012.6389039 Delsing, J., Rosenqvist, F., Carlsson, O., Colombo, A.W., Bangemann, T.: Migration of industrial process control systems into service oriented architecture. In: IECON 2012 – 38th Annual Conference on IEEE Industrial Electronics Society, Montreal, QC (2012); doi:10.​1109/​iecon.​2012.​6389039
Zurück zum Zitat Friedrich, J., Scheifele, S., Verl, A., Lechler, A.: Flexible and modular control and manufacturing system. Procedia CIRP 33, 115–120 (2014); doi:10.1016/j.procir.2015.06.022CrossRef Friedrich, J., Scheifele, S., Verl, A., Lechler, A.: Flexible and modular control and manufacturing system. Procedia CIRP 33, 115–120 (2014); doi:10.1016/j.procir.2015.06.022CrossRef
Zurück zum Zitat Goncalves, G., Reis, J., Pinto, R., Alves, M., Correia, J.: A step forward on intelligent factories: a smart sensor-oriented approach. In: Proceedings of the 2014 IEEE Emerging Technology and Factory Automation (ETFA) (2014); doi:10.1109/etfa.2014.7005227 Goncalves, G., Reis, J., Pinto, R., Alves, M., Correia, J.: A step forward on intelligent factories: a smart sensor-oriented approach. In: Proceedings of the 2014 IEEE Emerging Technology and Factory Automation (ETFA) (2014); doi:10.1109/etfa.2014.7005227
Zurück zum Zitat IEC: White paper factory of the future. Tech. rep., IEC – International Electrotechnical Commission (2015) IEC: White paper factory of the future. Tech. rep., IEC – International Electrotechnical Commission (2015)
Zurück zum Zitat Kagermann, H., Wahlster, W., Helbig, J.: Securing the future of German manufacturing industry: recommendations for implementing the strategic initiative industrie 4.0. Tech. rep., ACATECH – German National Academy of Science and Engineering. http://goo.gl/oc3X4n (2013) Kagermann, H., Wahlster, W., Helbig, J.: Securing the future of German manufacturing industry: recommendations for implementing the strategic initiative industrie 4.0. Tech. rep., ACATECH – German National Academy of Science and Engineering. http://​goo.​gl/​oc3X4n (2013)
Zurück zum Zitat Karnouskos, S.: Efficient sensor data inclusion in enterprise services. Datenbank-Spektrum 9 (28), 5–10 (2009) Karnouskos, S.: Efficient sensor data inclusion in enterprise services. Datenbank-Spektrum 9 (28), 5–10 (2009)
Zurück zum Zitat Karnouskos, S.: Realising next-generation web service-driven industrial systems. Int. J. Adv. Manuf. Technol. 60 (1–4), 409–419 (2011); doi:10.1007/s00170-011-3612-z Karnouskos, S.: Realising next-generation web service-driven industrial systems. Int. J. Adv. Manuf. Technol. 60 (1–4), 409–419 (2011); doi:10.1007/s00170-011-3612-z
Zurück zum Zitat Karnouskos, S., Colombo, A.W.: Architecting the next generation of service-based SCADA/DCS system of systems. In: 37th Annual Conference of the IEEE Industrial Electronics Society (IECON 2011), Melbourne (2011); doi:10.1109/iecon.2011.6119279 Karnouskos, S., Colombo, A.W.: Architecting the next generation of service-based SCADA/DCS system of systems. In: 37th Annual Conference of the IEEE Industrial Electronics Society (IECON 2011), Melbourne (2011); doi:10.1109/iecon.2011.6119279
Zurück zum Zitat Karnouskos, S., Somlev, V.: Performance assessment of integration in the cloud of things via web services. In: 2013 IEEE International Conference on Industrial Technology (ICIT) (2013); doi:10.1109/icit.2013.6505983 Karnouskos, S., Somlev, V.: Performance assessment of integration in the cloud of things via web services. In: 2013 IEEE International Conference on Industrial Technology (ICIT) (2013); doi:10.1109/icit.2013.6505983
Zurück zum Zitat Karnouskos, S., Baecker, O., de Souza, L.M.S., Spiess, P.: Integration of SOA-ready networked embedded devices in enterprise systems via a cross-layered web service infrastructure. In: 2007 IEEE Conference on Emerging Technologies and Factory Automation (EFTA 2007), pp. 293–300 (2007); doi:10.1109/efta.2007.4416781 Karnouskos, S., Baecker, O., de Souza, L.M.S., Spiess, P.: Integration of SOA-ready networked embedded devices in enterprise systems via a cross-layered web service infrastructure. In: 2007 IEEE Conference on Emerging Technologies and Factory Automation (EFTA 2007), pp. 293–300 (2007); doi:10.1109/efta.2007.4416781
Zurück zum Zitat Karnouskos, S., Guinard, D., Savio, D., Spiess, P., Baecker, O., Trifa, V., de Souza, L.M.S.: Towards the real-time enterprise: service-based integration of heterogeneous SOA-ready industrial devices with enterprise applications. IFAC Proc. Vol. 42 (4), 2131–2136 (2009); doi:10.3182/20090603-3-ru-2001.0551CrossRef Karnouskos, S., Guinard, D., Savio, D., Spiess, P., Baecker, O., Trifa, V., de Souza, L.M.S.: Towards the real-time enterprise: service-based integration of heterogeneous SOA-ready industrial devices with enterprise applications. IFAC Proc. Vol. 42 (4), 2131–2136 (2009); doi:10.3182/20090603-3-ru-2001.0551CrossRef
Zurück zum Zitat Karnouskos, S., Savio, D., Spiess, P., Guinard, D., Trifa, V., Baecker, O.: Real-World Service Interaction with Enterprise Systems in Dynamic Manufacturing Environments. Springer Series in Advanced Manufacturing, pp. 423–457. Springer, New York (2010); doi:10.1007/978-1-84996-119-6_14 Karnouskos, S., Savio, D., Spiess, P., Guinard, D., Trifa, V., Baecker, O.: Real-World Service Interaction with Enterprise Systems in Dynamic Manufacturing Environments. Springer Series in Advanced Manufacturing, pp. 423–457. Springer, New York (2010); doi:10.​1007/​978-1-84996-119-6_​14
Zurück zum Zitat Karnouskos, S., Colombo, A.W., Bangemann, T.: Trends and challenges for cloud-based industrial cyber-physical systems. In: Industrial Cloud-based Cyber-Physical Systems: The IMC-AESOP Approach, pp. 231–240, Springer, New York (2014a); doi:10.1007/978-3-319-05624-1_11 Karnouskos, S., Colombo, A.W., Bangemann, T.: Trends and challenges for cloud-based industrial cyber-physical systems. In: Industrial Cloud-based Cyber-Physical Systems: The IMC-AESOP Approach, pp. 231–240, Springer, New York (2014a); doi:10.​1007/​978-3-319-05624-1_​11
Zurück zum Zitat Karnouskos, S., Colombo, A.W., Bangemann, T., Manninen, K., Camp, R., Tilly, M., Sikora, M., Jammes, F., Delsing, J., Eliasson, J., Nappey, P., Hu, J., Graf, M.: The IMC-AESOP architecture for cloud-based industrial Cyber-Physical Systems. In: Industrial Cloud-Based Cyber-Physical Systems, pp. 49–88. Springer, New York (2014b); doi:10.1007/978-3-319-05624-1_3 Karnouskos, S., Colombo, A.W., Bangemann, T., Manninen, K., Camp, R., Tilly, M., Sikora, M., Jammes, F., Delsing, J., Eliasson, J., Nappey, P., Hu, J., Graf, M.: The IMC-AESOP architecture for cloud-based industrial Cyber-Physical Systems. In: Industrial Cloud-Based Cyber-Physical Systems, pp. 49–88. Springer, New York (2014b); doi:10.​1007/​978-3-319-05624-1_​3
Zurück zum Zitat Lee, E.A.: Cyber physical systems: design challenges. In: 11th IEEE International Symposium on Object and Component-Oriented Real-Time Distributed Computing (ISORC), pp. 363–369 (2008); doi:10.1109/ISORC.2008.25 Lee, E.A.: Cyber physical systems: design challenges. In: 11th IEEE International Symposium on Object and Component-Oriented Real-Time Distributed Computing (ISORC), pp. 363–369 (2008); doi:10.1109/ISORC.2008.25
Zurück zum Zitat Leitão, P., Karnouskos, S.: A survey on factors that impact industrial agent acceptance. In: Industrial Agents: Emerging Applications of Software Agents in Industry, pp. 401–429. Elsevier, Amsterdam (2015a); doi:10.1016/b978-0-12-800341-1.00022-x Leitão, P., Karnouskos, S.: A survey on factors that impact industrial agent acceptance. In: Industrial Agents: Emerging Applications of Software Agents in Industry, pp. 401–429. Elsevier, Amsterdam (2015a); doi:10.1016/b978-0-12-800341-1.00022-x
Zurück zum Zitat Leitão, P., Karnouskos, S. (eds.): Industrial Agents: Emerging Applications of Software Agents in Industry. Elsevier, Amsterdam (2015b) Leitão, P., Karnouskos, S. (eds.): Industrial Agents: Emerging Applications of Software Agents in Industry. Elsevier, Amsterdam (2015b)
Zurück zum Zitat Leitão, P., Barbosa, J., Vrba, P., Skobelev, P., Tsarev, A., Kazanskaia, D.: Multi-agent system approach for the strategic planning in ramp-up production of small lots. In: 2013 IEEE International Conference on Systems, Man, and Cybernetics (2013); doi:10.1109/smc.2013.807 Leitão, P., Barbosa, J., Vrba, P., Skobelev, P., Tsarev, A., Kazanskaia, D.: Multi-agent system approach for the strategic planning in ramp-up production of small lots. In: 2013 IEEE International Conference on Systems, Man, and Cybernetics (2013); doi:10.1109/smc.2013.807
Zurück zum Zitat Leitão, P., Rodrigues, N., Turrin, C., Pagani, A.: Multi-agent system integrating process and quality control in a factory producing laundry washing machines. IEEE Trans. Ind. Inf. 11 (4), 879–886 (2015); doi:10.1109/tii.2015.2431232CrossRef Leitão, P., Rodrigues, N., Turrin, C., Pagani, A.: Multi-agent system integrating process and quality control in a factory producing laundry washing machines. IEEE Trans. Ind. Inf. 11 (4), 879–886 (2015); doi:10.1109/tii.2015.2431232CrossRef
Zurück zum Zitat Leitão, P., Colombo, A.W., Karnouskos, S.: Industrial automation based on cyber-physical systems technologies: Prototype implementations and challenges. Comput. Ind. 81, 11–25 (2016a); doi:10.1016/j.compind.2015.08.004CrossRef Leitão, P., Colombo, A.W., Karnouskos, S.: Industrial automation based on cyber-physical systems technologies: Prototype implementations and challenges. Comput. Ind. 81, 11–25 (2016a); doi:10.1016/j.compind.2015.08.004CrossRef
Zurück zum Zitat Leitão, P., Karnouskos, S., Ribeiro, L., Lee, J., Strasser, T., Colombo, A.W.: Smart agents in industrial Cyber–Physical Systems. Proc. IEEE 104 (5), 1086–1101 (2016b); doi:10.1109/jproc.2016.2521931CrossRef Leitão, P., Karnouskos, S., Ribeiro, L., Lee, J., Strasser, T., Colombo, A.W.: Smart agents in industrial Cyber–Physical Systems. Proc. IEEE 104 (5), 1086–1101 (2016b); doi:10.1109/jproc.2016.2521931CrossRef
Zurück zum Zitat Onori, M., Maffei, A., Durand, F.: The IDEAS plug and produce system. In: International Conference on Advanced Manufacturing Engineering and Technologies, NewTech (2013) Onori, M., Maffei, A., Durand, F.: The IDEAS plug and produce system. In: International Conference on Advanced Manufacturing Engineering and Technologies, NewTech (2013)
Zurück zum Zitat Sayed, M.S., Lohse, N., Sondberg-Jeppesen, N., Madsen, A.L.: SelSus: Towards a reference architecture for diagnostics and predictive maintenance using smart manufacturing devices. In: 2015 IEEE 13th International Conference on Industrial Informatics (INDIN), Institute of Electrical and Electronics Engineers (IEEE) (2015); doi:10.1109/indin.2015.7281990 Sayed, M.S., Lohse, N., Sondberg-Jeppesen, N., Madsen, A.L.: SelSus: Towards a reference architecture for diagnostics and predictive maintenance using smart manufacturing devices. In: 2015 IEEE 13th International Conference on Industrial Informatics (INDIN), Institute of Electrical and Electronics Engineers (IEEE) (2015); doi:10.1109/indin.2015.7281990
Zurück zum Zitat SOCRADES: Service-Oriented Cross-layer infRAstructure for Distributed smart Embedded devices (SOCRADES) project, European Commission, FP6 Programme. http://www.socrades.net (2016) SOCRADES: Service-Oriented Cross-layer infRAstructure for Distributed smart Embedded devices (SOCRADES) project, European Commission, FP6 Programme. http://​www.​socrades.​net (2016)
Zurück zum Zitat Stokic, D., Scholze, S., Barata, J.: Self-learning embedded services for integration of complex, flexible production systems. In: IECON 2011 – 37th Annual Conference of the IEEE Industrial Electronics Society (2011); doi:10.1109/iecon.2011.6119346 Stokic, D., Scholze, S., Barata, J.: Self-learning embedded services for integration of complex, flexible production systems. In: IECON 2011 – 37th Annual Conference of the IEEE Industrial Electronics Society (2011); doi:10.1109/iecon.2011.6119346
Zurück zum Zitat Webb, P., Asif, S.: Advanced flexible automation cell. In: 6th Innovation for Sustainable Aviation in a Global Environment (2011) Webb, P., Asif, S.: Advanced flexible automation cell. In: 6th Innovation for Sustainable Aviation in a Global Environment (2011)
Zurück zum Zitat Wooldridge, M.: An Introduction to Multi-Agent Systems. Wiley, Harlow (2002) Wooldridge, M.: An Introduction to Multi-Agent Systems. Wiley, Harlow (2002)
Metadaten
Titel
Engineering of Next Generation Cyber-Physical Automation System Architectures
verfasst von
Matthias Foehr
Jan Vollmar
Ambra Calà
Paulo Leitão
Stamatis Karnouskos
Armando Walter Colombo
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-56345-9_8

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