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

Scientific Staff:

Zohra Charania M.Sc.

Dipl.-Ing. Xinyu Wang

Former scientific staff:

Dr. Ilhan Mutlu

Fatima Rani M.Sc.

Publications

37 Entries

2023

Anforderungen an die zukünftige Prozessautomation in der Biopharma-IndustrieVogt, L., Klose, A., Mutlu, I. & Urbas, L., 27 Jun 2023, Automation 2023 - 24. Leitkongress der Mess- und Automatisierungstechnik: Transformation by Automation. VDI Verlag, Düsseldorf, p. 943-958, 16 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
P2O-Lab: A Learning Factory for Digitalization and ModularizationVogt, L., Pelzer, F., Klose, A., Khaydarov, V., Lange, H., Viedt, I., Mädler, J. & 1 others, 23 May 2023Electronic (full-text) versionResearch output: Contribution to conferences > Paper
Enhancing 3D-CNN-based Geometric Feature Recognition for Adaptive Additive Manufacturing: A SDF Data ApproachHilbig, A., Vogt, L., Holtzhausen, S. & Paetzold, K., 4 Apr 2023, In: Journal of Computational Design and Engineering. 10, 3, p. 992-1009, 18 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
Anomaly Detection in Chemical Processes with Semantic Knowledge Graphs: An Approach to Reduce Cause-Effect DiagramsHamedi, N., Mutlu, I., Rani, F. & Urbas, L., Jan 2023, 33rd European Symposium on Computer Aided Process Engineering. 6 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
A Centralized MongoDB Based Repository Design for IIoT Data : The ecoKI ProjectRani, F., Wang, X., Mutlu, I. & Urbas, L., 2023, 22nd IFAC World CongressElectronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
Advancing with digitalization and AI for energy and cost efficiency for SMEs: ecoKI perspectiveRani, F., Khaydarov, V. & Urbas, L., 2023Electronic (full-text) versionResearch output: Contribution to conferences > Poster
ecoKI: A Path Towards Sustainable Energy Efficiency OptimizationRani, F., Wang, X., Charania, Z., Khaydarov, V., Hasan, I. H. & Urbas, L., 2023Electronic (full-text) versionResearch output: Contribution to conferences > Poster
ecoKI - a research and technology platform to improve the energetic efficiency of industrial process via digitalization and artificial intelligenceKrujatz, F., Khaydarov, V., Wang, X., Rani, F., Charania, Z. & Urbas, L., 2023Electronic (full-text) versionResearch output: Contribution to conferences > Poster
MLOps Practice: Overcoming the Energy Efficiency Gap, Empirical Support Through ecoKI Platform in the Case of German SMEsRani, F., Khaydarov, V., Bode, D., Hasan, I. H. & Urbas, L., 2023, PAC- Protection, Automation Control, World Global Conference 2023. Protection, Automation and Control community (PAC World)Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution

2022

A Comparative Study to Evaluate the Performance of Communication Protocols for Process IndustryWang, X., Mutlu, I., Rani, F., Drowatzky, L. & Urbas, L., 30 Nov 2022, 2022 32nd International Telecommunication Networks and Applications Conference (ITNAC). p. 170-177, 8 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution