Werdegang

Forschung

Large Language Modelle für das Wissensmanagement zur Rückkopplung von Shopfloor zu Topfloor mit dem Ziel der montagegerechten Konstruktionsanpassung von neuartigen Modulen in der Ramp-Up-Phase im Projekt eKabKlima

Entwicklung einer Softwarelösung zur Befähigung von digitalen Zwillingen für manuelle Qualitätssicherungsprozesse im Projekt digitaleQM (abgeschlossen)

Konzeption & Entwicklung einer digitalen Qualitätsplattform sowie dazugehörigen Werkzeugen zur Digitalisierung von manuellen Inspektionsprozessen von Kabinenbauteilen im Projekt EFFEKT (abgeschlossen)

Weitere Themen innerhalb der Projekte:

• Large Language Models zur Wissensgenerierung und -abfrage im Kontext der Montage
• Multimodale Mensch-Technik-Interaktion und Assistenzsysteme (Action Recognition, Augmented Reality, Projektionssysteme, etc.)
• Industrial Internet of Things

Lehre

Automatisierungstechnik und -systeme

Robotics (Part: Human-Robot-Collaboration)

Veröffentlichungen

2025

• Augmented Reality Authoring for Efficient Inspections in Green Aviation: Evaluating Accuracy and Usability (accepted)
  Masuhr, Christian; Koch, Julian; Schüppstuhl, Thorsten
  To Be Published In: Lecture Notes in Mechanical Engineering (2025)
• Industry 5.0 in Aircraft Production and MRO: Technologies, Challenges, and Opportunities
  Moenck, Keno; Koch, Julian; Rath, Jan-Erik; Büsch, Lukas; Gierecker, Johann; Kähler, Falko; Kalscheuer, Florian; Masuhr, Christian; Kipping, Johann; Prünte, Philipp; Schoepflin, Daniel; Eschen, Henrik; Wulff, Lukas Antonio; Rodeck, Rebecca; Wende, Gerko; Gomse, Martin; Schüppstuhl, Thorsten
  CEAS Aeronautical Journal (2025)
  Verlags-DOI

2024

• A digital assistance system leveraging vision foundation models & 3D localization for reproducible defect segmentation in visual inspection
  Koch, Julian; Jevremovic, Denis; Moenck, Keno; Schüppstuhl, Thorsten
  Procedia CIRP 130 (2024)
  Verlags-DOI
• Industrial Language-Image Dataset (ILID): Adapting Vision Foundation Models for Industrial Settings (accepted)
  Moenck, Keno; Duc Trung, Thieu; Koch, Julian; Schüppstuhl, Thorsten
  Procedia CIRP 130 (2024)
  Verlags-DOI
• Mobile Web App for the Digitization and Annotation of Manual Visual Inspection Tasks
  Koch, Julian; Jevremovic, Denis; Schüppstuhl, Thorsten
  Procedia CIRP Volume 126 (2024)
  Verlags DOI
• Digital Twins in Aircraft Production: Challenges and Opportunities
  Moeck, Keno, Rath, Jan-Erik; Koch, Julian; Wendt, Arne; Schoepflin, Daniel; Kalscheuer, Florian; Schüppstuhl, Thorsten
  CEAS Aeronautical Journal (2024)
  Verlags DOI
• A human-centered IIoT platform approach for manual inspections: Towards digital documentation and assistance applications
  Koch, Julian; Lotzing, Gerald; Eschen, Henrik; Moenck, Keno; Schüppstuhl, Thorsten
  Procedia CIRP Volume 120 (2024)
  Verlags DOI
• GraphSTEP: concurrent, cloud-based, lifecycle-oriented editing and updating of product data
  Moenck, Keno; Pustelnik, Adrian; Koch, Julian; Schüppstuhl, Thorsten
  Procedia CIRP Volume 120 (2024)
  Verlags DOI
• Development of a multi-sensor concept for progress detection in the site assembly of electrolysis units
  Büsch, Lukas; Koch, Julian; Schüppstuhl, Thorsten
  Procedia CIRP Volume 120 (2024)
  Verlags DOI
• Towards Model-Based Assembly System Configuration Supported by SysML and AutomationML
  Rath, Jan-Erik; Koch, Julian; Schüppstuhl, Thorsten
  In: Silva, F.J.G., Pereira, A.B., Campilho, R.D.S.G. (eds) Flexible Automation and Intelligent Manufacturing: Establishing Bridges for More Sustainable Manufacturing Systems. FAIM 2023. Lecture Notes in Mechanical Engineering. Springer, Cham. (2024)
  Verlags DOI

2023

• Industrial Segment Anything -- a Case Study in Aircraft Manufacturing, Intralogistics, Maintenance, Repair, and Overhaul
  Moenck, Keno; Wendt, Arne; Prünte, Philipp; Koch, Julian; Sahrhage, Arne; Gierecker, Johann; Schmedemann, Ole; Kähler, Falko; Holst, Dirk; Gomse, Martin; Schüppstuhl, Thorsten; Schoepflin, Daniel
  PrePrint (2023)
  Link
• Development and Integration of a Workpiece-based Calibration Method for an Optical Assistance System
  Koch, Julian; Büchse, Christopher; Schüppstuhl, Thorsten
  In: Applied Sciences. 2023; 13(13). (2023)
  Verlags DOI
• Towards Recognition of Human Actions in Collaborative Tasks with Robots: Extending Action Recognition with Tool Recognition Methods
  Büsch, Lukas; Koch, Julian; Schoepflin, Daniel; Schulze, Michelle; Schüppstuhl, Thorsten
  In: Sensors. 2023; 23(12):5718. (2023)
  Verlags DOI
• Reducing commissioning efforts for hybrid assembly systems using a data-driven approach
  Kalscheuer, Florian; Koch, Julian; Schüppstuhl, Thorsten
  Procedia CIRP 118, S. 935–939. (2023)
  Verlags DOI
• Development Process for Information Security Concepts in IIoT-based Manufacturing
  Koch, Julian; Eggers, Kolja; Rath, Jan-Erik; Schüppstuhl, Thorsten
  In: Kim, KY., Monplaisir, L., Rickli, J. (eds) Flexible Automation and Intelligent Manufacturing: The Human-Data-Technology Nexus . FAIM 2022. Lecture Notes in Mechanical Engineering, S. 316–331,. Springer, Cham. (2023)
  Verlags DOI

2022

• STRIPED: A Threat Analysis Method for IoT Systems.
  Srikumar, Kamakshi; Kashish, Komal; Eggers, Kolja; Díaz Ferreyra, Nicolás E.; Koch, Julian; Schüppstuhl, Thorsten; Scandariato, Riccardo
  Proceedings of the 17th International Conference on Availability, Reliability and Security. ARES 2022: The 17th International Conference on Availability, Reliability and Security. Vienna Austria, 23 08 2022 26 08 2022. New York, NY, USA: ACM, S. 1–6. (2022)
  Verlags DOI
• Tool Wear Classification in Automated Drilling Operations of Aircraft Structure Components using Artificial Intelligence Methods
  Koch, Julian; Schoepflin, Daniel; Venkatanarasimhan, Arvind; Schüppstuhl, Thorsten
  SAE Int. J. Adv. & Curr. Prac. in Mobility 4 (4), S. 1072–1081. (2022)
  Verlags DOI
• A Methods-Time-Measurement based Approach to enable Action Recognition for Multi-Variant Assembly in Human-Robot Collaboration
  Koch, Julian; Büsch, Lukas; Gomse, Martin; Schüppstuhl, Thorsten
  Procedia CIRP 106, S. 233–238. (2022)
  Verlags DOI
• Application of Multi-Model Databases in Digital Twins Using the Example of a Quality Assurance Process
  Koch, Julian; Lotzing, Gerald; Gomse, Martin; Schüppstuhl, Thorsten
  In: Ann-Louise Andersen, Rasmus Andersen, Thomas Ditlev Brunoe, Maria Stoettrup Schioenning Larsen, Kjeld Nielsen, Alessia Napoleone und Stefan Kjeldgaard (Hg.): Towards Sustainable Customization: Bridging Smart Products and Manufacturing Systems. Cham: Springer International Publishing (Lecture Notes in Mechanical Engineering), S. 364–371. (2022)
  Verlags DOI

2021

• Digital game-based examination for sensor placement in context of an Industry 4.0 lecture using the Unity 3D engine – a case study
  Koch, Julian; Gomse, Martin; Schüppstuhl, Thorsten
  Procedia Manufacturing 55, S. 563–570. (2021)
  Verlags DOI
• Smart Material Delivery Unit for the Production Supplying Logistics of Aircraft
  Schoepflin, Daniel; Koch, Julian; Gomse, Martin; Schüppstuhl, Thorsten
  Procedia Manufacturing 55, S. 455–462. (2021)
  Verlags DOI

2019

• The Assist-By-X system: Calibration and application of a modular production equipment for visual assistance
  Müller, Rainer; Hörauf, Leenhard; Vette-Steinkamp, Matthias; Kanso, Ali; Koch, Julian
  Procedia CIRP 86, S. 179–184. (2019)
  Verlags DOI
• Befähigung von Bestandsanlagen und –maschinen zur innerbetrieblichen Vernetzung
  Koch, Julian; Burkhard, Dirk; Hörauf, Leenhard; Müller, Rainer
  Wissenschaft trifft Praxis. Ausgabe 12 Digitale Wertschöpfung, S. 30-38. (2019)
  Link
• Simulation based online production planning
  Müller, Rainer; Hörauf, Leenhard; Speicher, Christoph; Koch, Julian; Drieß, Miriam
  Procedia Manufacturing 38, S. 1473–1480. (2019)
  Verlags DOI
• Planung und Aufgabenteilung für hybride Montagesysteme
  Koch, Julian; Hörauf, Leenhard; Müller, Rainer
  Maschinenmarkt. Ausgabe 13, S. 50-53. (2019)
  Link

2018

• Teamcenter plan data based Plant Simulation model generation and Genetic Algorithm-based optimization of assembly systems.
  Koch, Julian
  Präsentiert an der Plant Simulation Worldwide User Conference, Stuttgart (2018)
• Digitale Werkzeuge für die Fabrikplanung
  Koch, Julian; Hörauf, Leenhard; Müller, Rainer
  handling. 05/2018, S. 6-7. (2018)
  Link

Peer Reviews:

• Robotics and Computer-Integrated Manufacturing, Elsevier
  2 reviews for 1 publication (2024)
  Journal-Webseite
• SoftwareX, Elsevier
  2 reviews for 1 publication (2024)
  Journal-Webseite