Smart Architectures (SmArt)

Introduction

The Smart Architectures team focuses on new methods and approaches to lay the foundations for flexible, efficient and reliable cyber-physical production systems of the future through architectural concepts. In particular, the increasing requirements regarding time-to-market, quality, flexibility, reliability and complexity handling are incorporated into the research.

Smart Architectures Pyramid — Overview "Smart Architectures" Group

Research Focus

How can automation architectures be future-proofed for Industry 4.0 and beyond in the process, manufacturing and pharmaceutical industries?
How can the use of advanced automation methods such as artificial intelligence, machine learning or model predictive control be enabled or facilitated in industry through suitable system architectures?
How can novel measures and applications be designed to ensure the quality, stability and integrity of the data generated in Industry 4.0?
How can new methods and approaches be implemented to enable more efficient data acquisition, storage and processing in an industrial context?

Innovative Methods and Tools

Scenario techniques for requirements elicitation doi.org/10.51202/9783181024195
Smart automation architectures doi.org/10.1109/ETFA.2019.8869439
Technologieanalysen doi.org/10.1109/ITNAC55475.2022.9998327
Testing theorethical approaches in the Process-to-Order Lab doi.org/10.2139/ssrn.4456423

Teaching

Research Projects

The Team

Research Assistant

Mr Dipl.-Ing. Lucas Vogt

Team Lead - Smart Architectures Group

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Professur für Prozessleittechnik Arbeitsgruppe Systemverfahrenstechnik

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Visiting address:

Merkelbau, MER/12A Helmholtzstraße 14

01069 Dresden

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Further Information

Group lead:

Dipl.-Ing. Lucas Vogt

Group members:

Dipl.-Inf. Nico Braunisch

Dipl.-Inf. Norman Trapp

Dipl.-Ing. Xinyu Wang

Former group members:

Zohra Charania M.Sc.

Dr. Ilhan Mutlu

Fatima Rani M.Sc.

Publications

72 Entries

2024

Bringing Human Cognition to Machines: Introducing Cognitive Edge Devices for the Process IndustryCharania, Z., Vogt, L., Klose, A. & Urbas, L., 12 Dec 2024, Proceedings - 2024 IEEE 22nd International Conference on Industrial Informatics, INDIN 2024. Institute of Electrical and Electronics Engineers (IEEE), 7 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
Far vs. Near: A Decision Framework for Cloud and Edge Use in the Process IndustryVogt, L., Charania, Z. & Urbas, L., 12 Dec 2024, 2024 IEEE 22nd International Conference on Industrial Informatics (INDIN). Institute of Electrical and Electronics Engineers (IEEE), 8 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
Industrial Control as a Service: "As a Service" automation in practiceVogt, L., Honold, F., Schmid, T., Punzenberger, L., Geising, S., Waltl, J., Beckhoff, L. & 6 others, 18 Nov 2024, In: atp magazin. 66, 11-12, p. 76-83, 8 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
IIoT Data-Driven Analytics Pipeline for Industrial Process EngineeringRani, F., Vogt, L. & Urbas, L., 11 Nov 2024Research output: Contribution to conferences > Poster
Service-Oriented Architecture for I4.0 Digital TwinsBraunisch, N., Gneuß, T., Schmidt, U., Ristin, M., Venn, H. W. V. D. & Wollschlaeger, M., 6 Nov 2024, IECON 2024 - 50th Annual Conference of the IEEE Industrial Electronics Society. IEEE Industrial Electronics Society, 6 p., 10905573Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
Dynamic Multi-Message Broker for proactive Industry 4.0 Digital TwinsBraunisch, N., Lehmann, R., Schmidt, U., Gneuß, T., Kluge, D. & Wollschlaeger, M., 13 Sep 2024, 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA). Facchinetti, T., Cenedese, A., Bello, L. L., Vitturi, S., Sauter, T. & Tramarin, F. (eds.). Institute of Electrical and Electronics Engineers (IEEE), p. 1-8, 8 p., 10711028Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
Towards a Test Framework for Reactive (Type 2) Asset Administration Shell ImplementationsMiny, T., Heppner, S., Garmaev, I., Ristin, M., Otto, B., Braunisch, N., Jacoby, M. & 3 others, 13 Sep 2024, 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA). Facchinetti, T., Cenedese, A., Bello, L. L., Vitturi, S., Sauter, T. & Tramarin, F. (eds.). Institute of Electrical and Electronics Engineers (IEEE), 8 p., 10710957Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
Automatic Fuzzing of Asset Administration Shells as Digital Twins for Industry 4.0Braunisch, N., Ristin, M., Otto, B., Schanely, P., Venn, H. W. V. D., Wollschlaeger, M. & Kleinert, T., 1 Sep 2024, 2024 IEEE 20th International Conference on Automation Science and Engineering (CASE). Institute of Electrical and Electronics Engineers (IEEE), p. 3525-3530, 6 p., 10711585Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
Containerisierung von Model Predictive Control für modulare Anlagen: Ein Schritt zu intelligenten Edge Systemen Charania, Z., Vogt, L., Badrnoebashar, H., Koch, A., Lorenz, J., Mädler, J. & Urbas, L., 2 Jul 2024, Automation 2024: 25. Leitkongress der Mess- und Automatisierungstechnik (AUTOMATION 2024) ;AI beats Automation?. 1 ed., VDI Verlag, Düsseldorf, p. 33-45, 14 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
Demonstration von “Industrial Control as a Service” für Biopharma-AnwendungenVogt, L. & Urbas, L., 2 Jul 2024, Automation 2024: 25. Leitkongress der Mess- und Automatisierungstechnik (AUTOMATION 2024) ;AI beats Automation?. 1 ed., VDI Verlag, Düsseldorf, p. 485-496, 12 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution