Tobias Reichenstein

2026

• Abb V., Penn T., Melekhov E., Weidauer T., Reichenstein T., Franke J., Lechner A., Kammler M.:
  SERS Substrate Enhancement Factor (SSEF) determination using Gas Chromatography–Mass spectrometry (GC–MS): A simplified approach
  In: Analytica Chimica Acta 1410 (2026), Article No.: 345608
  ISSN: 0003-2670
  DOI: 10.1016/j.aca.2026.345608
• Weilacher A., Schneider A., Reichenstein T., Franke J.:
  Towards Machine Learning for Quality-Driven Production Optimization of Optical Thin-Film Coatings
  13th CIRP Global Web Conference, CIRPe 2025 (, 16. Oktober 2025 - 17. Oktober 2025)
  In: Nanya Li, Pai Zheng (ed.): Procedia CIRP 2026
  DOI: 10.1016/j.procir.2025.10.008

2025

• Barth M., Gutwald B., Herkel P., Enser P., Mayr S., Reichenstein T., Franke J.:
  DCign - Framework for Energy-related Modeling and Simulation of DC-Based Production Systems
  21. ASIM-Fachtagung Simulation in Produktion und Logistik. (Berlin, 24. September 2025 - 26. September 2025)
  In: Simulation in Produktion und Logistik 2025, Dresden: 2025
  DOI: 10.25368/2025.287
• Barth M., Herkel P., Gutwald B., Krüger JH., Schrage T., Reichenstein T., Franke J.:
  Utilization of Virtual Commissioning for Simulation-Based Energy Modeling and Dimensioning of DC-Based Production Systems
  2025 Winter Simulation Conference (WSC) (Seattle, 7. Dezember 2025 - 10. Dezember 2025)
  In: 2025 Winter Simulation Conference (WSC), New York City: 2025
  DOI: 10.1109/WSC68292.2025.11339100
• Gutwald B., Römer P., Liu H., Barth M., Reichenstein T., Franke J.:
  Power Efficiency Comparison of Electrical Protection Concepts for AC and DC Grid Operation in an Industrial Robot Application
  3rd IEEE Industrial Electronics Society Annual On-Line Conference, ONCON 2024 (Beijing, 8. Dezember 2024 - 10. Dezember 2024)
  In: 2024 IEEE 3rd Industrial Electronics Society Annual On-Line Conference (ONCON) 2025
  DOI: 10.1109/ONCON62778.2024.10931741
• Reichenstein T., Müller A., Albayrak B., Werthmann L., Sindel T., Schneider A., Krüger J., Gutwald B., Barth M., Franke J.:
  Role-based manufacturing systems: A concept towards intelligent and adaptive automation in manufacturing
  In: Procedia CIRP 134 (2025), p. 837-842
  ISSN: 2212-8271
  DOI: 10.1016/j.procir.2025.02.187
• Reichenstein T., Reich CS., Koustas SG., Hager N., Raffin T., Eisenbarth C., Zeidler AF., Franke J.:
  The state of artificial intelligence implementation across industries: An international comparative study
  58th CIRP Conference on Manufacturing Systems, CMS 2025 (Twente, 13. April 2025 - 16. April 2025)
  In: Sebastian Thiede, Roy Damgrave, Tom Vanekar, Eric Lutters (ed.): Procedia CIRP 2025
  DOI: 10.1016/j.procir.2025.05.001
• Schneider A., Barth M., Müller A., Reichenstein T., Franke J.:
  Intelligente Energieoptimierung für nachhaltige Produktionssysteme
  In: Zeitschrift für wirtschaftlichen Fabrikbetrieb 120 (2025), p. 76-80
  ISSN: 0932-0482
  DOI: 10.1515/zwf-2025-1017

2024

• Dörr L., Oks SJ., Trezl J., Reichenstein T., Koustas SG., Lehmann C.:
  Demonstratoren im Industrie 4.0-Kontext
  In: wt Werkstattstechnik - Online 114 (2024), p. 373-383
  ISSN: 1436-4980
  DOI: 10.37544/1436-4980-2024-06-125
  URL: https://elibrary.vdi-verlag.de/10.37544/1436-4980-2024-06-125/demonstratoren-im-industrie-4-0-kontext-demonstrators-in-the-context-of-industry-4-0-jahrgang-114-2024-heft-06?page=1
• Gutwald B., Baumann N., Funk F., Reichenstein T., Albayrak B., Franke J.:
  Sustainable manufacturing practices: A systematic analysis and guideline for assessing the industrial Product Carbon Footprint
  1st International Conference on Production Technologies and Systems for E-Mobility, EPTS 2024 (Bamberg, 5. Juni 2024 - 6. Juni 2024)
  In: 2024 1st International Conference on Production Technologies and Systems for E-Mobility, EPTS 2024 2024
  DOI: 10.1109/EPTS61482.2024.10586733
• Gutwald B., Korneev A., Römer P., Barth M., Reichenstein T., Franke J.:
  Comparative Efficiency Analysis in Recuperative Electrical Drives: A Study of LVDC vs. LVAC-Power Supply
  1st International Conference on Production Technologies and Systems for E-Mobility, EPTS 2024 (Bamberg, 5. Juni 2024 - 6. Juni 2024)
  In: 2024 1st International Conference on Production Technologies and Systems for E-Mobility, EPTS 2024 2024
  DOI: 10.1109/EPTS61482.2024.10586728
• Gutwald B., Korneev A., Römer P., Barth M., Reichenstein T., Franke J.:
  Comparative Efficiency Analysis in Recuperative Electrical Drives: A Study of LVDC vs. LVAC-Protection Components and Grid Integration
  1st International Conference on Production Technologies and Systems for E-Mobility, EPTS 2024 (Bamberg, 5. Juni 2024 - 6. Juni 2024)
  In: 2024 1st International Conference on Production Technologies and Systems for E-Mobility (EPTS) 2024
  DOI: 10.1109/EPTS61482.2024.10586723
• Gutwald B., Lehmann R., Barth M., Reichenstein T., Franke J.:
  Bi-directional DC Charging Stations for EVs on renewable-powered LVDC Grids: Design, Sizing, Control and Testing
  1st International Conference on Production Technologies and Systems for E-Mobility, EPTS 2024 (Bamberg, DEU, 5. Juni 2024 - 6. Juni 2024)
  In: 2024 1st International Conference on Production Technologies and Systems for E-Mobility, EPTS 2024 2024
  DOI: 10.1109/EPTS61482.2024.10586721
• Gutwald B., Liu H., Barth M., Reichenstein T., Römer P., Franke J.:
  Conversion of Industrial Robots to DC Power Supply: Efficiency, Protection Concepts and Recuperation Potential
  3rd IEEE Industrial Electronics Society Annual On-Line Conference, ONCON 2024 (Beijing, CHN, 8. Dezember 2024 - 10. Dezember 2024)
  In: 2024 IEEE 3rd Industrial Electronics Society Annual On-Line Conference, ONCON 2024 2024
  DOI: 10.1109/ONCON62778.2024.10931447
• Gutwald B., Reichenstein T., Barth M., Franke J.:
  Measurement Technology in Industrial Low Voltage DC grids-Requirements and Selection Procedure
  1st International Conference on Production Technologies and Systems for E-Mobility, EPTS 2024 (Bamberg, DEU, 5. Juni 2024 - 6. Juni 2024)
  In: 2024 1st International Conference on Production Technologies and Systems for E-Mobility, EPTS 2024 2024
  DOI: 10.1109/EPTS61482.2024.10586725
• Reichenstein T., Reich CS., Hoffmann K., Franke J.:
  From connectivity via intelligence toward sustainability? Maturity of shopfloor automation technology in the manufacturing industry
  In: Procedia CIRP 128 (2024), p. 436-441
  ISSN: 2212-8271
  DOI: 10.1016/j.procir.2024.03.024
• Reichenstein T., Scheck A., Franke J., Meiners M.:
  Qualitative in-situ-Stromflussmessung der Schweißzone/Qualitative in-situ current flow measurement of the weld zone
  In: wt Werkstattstechnik - Online 114 (2024), p. 509-514
  ISSN: 1436-4980
  DOI: 10.37544/1436-4980-2024-09-53
• Sindel T., Thielen N., Mahr F., Reichenstein T., Erdogan H., Franke J.:
  Data-Driven Bed of Nails Wear Analysis for the in-Circuit-Testing of Electronic Modules
  2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA) (Padova, 10. September 2024 - 13. September 2024)
  In: 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA), New York City: 2024
  DOI: 10.1109/ETFA61755.2024.10710880

2023

• Barth M., Russwurm E., Gutwald B., Kunz D., Reichenstein T., Franke J.:
  Modeling and Simulation Techniques for Energy Behavior in Production Systems: A Review and Systematic Taxonomy
  2023 IEEE 2nd Industrial Electronics Society Annual On-Line Conference (, 8. Dezember 2023 - 10. Dezember 2023)
  In: 2023 IEEE 2nd Industrial Electronics Society Annual On-Line Conference (ONCON) 2023
  DOI: 10.1109/ONCON60463.2023.10431385
• Koustas SG., Jalowski M., Reichenstein T., Oks SJ.:
  A blockchain-based IIoT traceability system: ERC-721 tokens for Industry 4.0
  In: Procedia CIRP 120 (2023), p. 1280-1285
  ISSN: 2212-8271
  DOI: 10.1016/j.procir.2023.09.163
• Koustas SG., Reichenstein T.:
  Blockchain und digitaler Schatten: Potenzial und Herausforderungen für KMU
  In: Blockchain - Transparent, sicher und unveränderbar?, 2023, p. 10 - 13
  Open Access: https://textil-mode.de/de/documents/1750/Broschüre_Blockchain_X9zzMby.pdf
  URL: https://textil-mode.de/de/documents/1750/Broschüre_Blockchain_X9zzMby.pdf
  (anderer)
• Koustas SG., Reichenstein T., Oks SJ., Fuchs J., Möslein K.:
  Demonstrating industrial smart product-service systems: Industry 4.0 maturity through stakeholder-oriented development and testing
  In: Procedia CIRP 120 (2023), p. 1268-1273
  ISSN: 2212-8271
  DOI: 10.1016/j.procir.2023.09.161
• Reichenstein T., Koustas SG., Roßner A., Meiners M., Franke J.:
  Toward a structured concept for purpose-driven modeling of a digital shadow in manufacturing
  In: Procedia CIRP 119 (2023), p. 816-821
  ISSN: 2212-8271
  DOI: 10.1016/j.procir.2023.02.167

2022

• Raffin T., Reichenstein T., Klier D., Kühl A., Franke J.:
  Qualitative assessment of the impact of manufacturing-specific influences on Machine Learning Operations
  In: Procedia CIRP 115 (2022), p. 136-141
  ISSN: 2212-8271
  DOI: 10.1016/j.procir.2022.10.063
• Raffin T., Reichenstein T., Werner J., Kühl A., Franke J.:
  A reference architecture for the operationalization of machine learning models in manufacturing
  In: Procedia CIRP 115 (2022), p. 130-135
  ISSN: 2212-8271
  DOI: 10.1016/j.procir.2022.10.062
• Reichenstein T., Raffin T., Sand C., Franke J.:
  Implementation of Machine Vision based Quality Inspection in Production: An Approach for the Accelerated Execution of Case Studies
  In: Procedia CIRP 112 (2022), p. 596-601
  ISSN: 2212-8271
  DOI: 10.1016/j.procir.2022.09.058

2021

• Schäffer E., Mayr A., Reichenstein T., Shafiee S., Franke J.:
  Four Independent Knowledge Domains to Enable an Agile, Distributed Development of User-Centred Engineering Configurators
  In: Procedia CIRP 103 (2021), p. 134-139
  ISSN: 2212-8271
  DOI: 10.1016/j.procir.2021.10.021
• Schäffer E., Schobert M., Reichenstein T., Selmaier A., Stiehl V., Herhoffer M., Mala M., Franke J.:
  Reference Architecture and Agile Development Method for a Process-Driven Web Platform based on the BPMN-Standard and Process Engines
  In: CIRPe (ed.): CIRPe 2021 Sustainable, resilient, and agile manufacturing and service operations: Lessons from COVID-19, 2021, p. 146--151 (9th CIRP Global Web Conference – Sustainable, resilient, and agile manufacturing and service operations : Lessons from COVID-19, Vol.Volume 103)
  DOI: 10.1016/j.procir.2021.10.023
  URL: https://www.sciencedirect.com/science/article/pii/S2212827121008647

2020

• Meiners M., Reichenstein T., Franke J., Hauenstein R.:
  Current Distribution Monitoring in Capacitor Discharge Welding
  DOI: 10.1109/ETFA46521.2020.9212054