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.
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
- S³dEL - Safety and security for the scale-up of decentralized electrolysis plants
- ENSORT - Steigerung der Energieefffizienz im Abfall- und Recyclingstoff-Sortierprozess durch Erhöhung des Automatisierungsgrades
- ecoKI-GO - Practical Optimization of the ecoKI Platform
- IDTA Research Hub Semiconductor
The Team
© Lucas Vogt
Research Assistant
NameMr Dipl.-Ing. Lucas Vogt
Team Lead - Smart Architectures Group
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Professur für Prozessleittechnik Arbeitsgruppe Systemverfahrenstechnik
Professur für Prozessleittechnik Arbeitsgruppe Systemverfahrenstechnik
Visiting address:
Merkelbau, MER/12A Helmholtzstraße 14
01069 Dresden
Group lead:
Group members:
Former group members:
Zohra Charania M.Sc.
Dr. Ilhan Mutlu
Fatima Rani M.Sc.
Publications
2024
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Scalable data pipeline: Ontology-based OPC UA data access for the industrial internet of things, 2 Jul 2024, Automation 2024 : 25. Leitkongress der Mess- und Automatisierungstechnik (AUTOMATION 2024) ;AI beats Automation?. 1 ed., VDI Verlag, Düsseldorf, p. 419-434, 16 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Steigerung der Energieeffizienz für eine nachhaltige Entwicklung in der Produktion: Die Rolle des maschinellen Lernens im ecoKI-Projekt, 2 Jul 2024, Automation 2024: 25. Leitkongress der Mess- und Automatisierungstechnik (AUTOMATION 2024); AI beats Automation?. 1 ed., VDI Verlag, Düsseldorf, p. 825-840, 16 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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aas-core-swiss-knife, das Schweizer Taschenmesser für Verwaltungsschalen, Jul 2024, 25. Leitkongress der Mess- und Automatisierungstechnik - Automation 2024: AI beats Automation?. Düsseldorf: VDI Verlag, Düsseldorf, Vol. 2437. p. 557-568Research output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Reifegrad der Softwareentwicklung für Digitale Zwillinge in Industrie 4.0, Jul 2024, 25. Leitkongress der Mess- und Automatisierungstechnik - Automation 2024: AI beats Automation?. Düsseldorf: VDI Verlag, Düsseldorf, p. 557-568, 12 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Software Evolution of I4.0 Digital Twins with Semantic Patching, 21 Jun 2024, 2024 33rd International Symposium on Industrial Electronics, ISIE 2024 - Proceedings. Institute of Electrical and Electronics Engineers (IEEE), p. 1-6, 6 p., 10595745Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Industrial Edge MLOps: Overview and Challenges, 2 Jun 2024, ESCAPE34-PSE24: European Symposium on Computer Aided Process Engineering and International Symposium on Process Systems Engineering. Elsevier, Berlin [u.a.], Vol. 53. p. 3019-3024, 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Generation of Digital Twins for Exchanging Information via Application Programming Interfaces, 15 May 2024, 2024 IEEE 7th International Conference on Industrial Cyber-Physical Systems (ICPS). Institute of Electrical and Electronics Engineers (IEEE), p. 1-6, 6 p., 10639996Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Demonstrating Containerization of Model Predictive Control for Modular Plants, 12 May 2024, Proceedings of the 2024 IEEE 7th International Conference on Industrial Cyber-Physical Systems (ICPS). St. Louis: Institute of Electrical and Electronics Engineers (IEEE), 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Digital Twin in Industrie 4.0 for Embedded Systems, 19 Apr 2024, 2024 IEEE 20th International Conference on Factory Communication Systems, WFCS 2024. Mifdaoui, A., Almeida, L., Golatowski, F., Scanzio, S., Santos, P. & Danielis, P. (eds.). Institute of Electrical and Electronics Engineers (IEEE), p. 1-4, 4 p., 10540968Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
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Asset Administration Shell Discovery in an Industrie 4.0 System Environment, Apr 2024Research output: Memorandum/Position paper/Hearings > Position paper/Statement
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