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Dirk Reichelt

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Journal Articles

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2023
[j3]
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  - journals/hmd/BielitzJHR23
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Pia Bielitz, Nicole Jäpel, David Heik, Dirk Reichelt:
Ganzheitliche Wandlungsfähigkeit von Produktionssystemen - der Schlüssel zur Ressourcenwende? HMD Prax. Wirtsch. 60(6): 1222-1236 (2023)
2022
[j2]
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Fouad Bahrpeyma, Dirk Reichelt:
A review of the applications of multi-agent reinforcement learning in smart factories. Frontiers Robotics AI 9 (2022)
2005
[j1]
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Dirk Reichelt, Franz Rothlauf:
Reliable Communication Network Design with Evolutionary Algorithms. Int. J. Comput. Intell. Appl. 5(2): 251-266 (2005)

Conference and Workshop Papers

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2023
[c25]
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Arno Weiß, Dirk Reichelt:
Reusing OPC UA information models in the Asset Administration Shell. INDIN 2023: 1-6
[c24]
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Johannes Metzler, Fouad Bahrpeyma, Dirk Reichelt:
An end to end workflow for synthetic data generation for robust object detection^*. INDIN 2023: 1-7
[c23]
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David Heik, Fouad Bahrpeyma, Dirk Reichelt:
Solving a Dynamic Scheduling Problem for a Manufacturing System with Reinforcement Learning. IntelliSys (2) 2023: 413-432
[c22]
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David Heik, Fouad Bahrpeyma, Dirk Reichelt:
Application of Multi-agent Reinforcement Learning to the Dynamic Scheduling Problem in Manufacturing Systems. LOD (2) 2023: 237-254
2022
[c21]
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David Heik, Fouad Bahrpeyma, Dirk Reichelt:
An Application of Reinforcement Learning in Industrial Cyber-Physical Systems. OVERLAY@AI*IA 2022: 51-55
[c20]
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  - conf/etfa/StangeMBR22
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Maximilian Stange, Marc Münnich, Pia Bielitz, Dirk Reichelt:
How to make energy flexibility business models work - the case for integration into existing ERP systems. ETFA 2022: 1-4
[c19]
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Ingolf Gehrhardt, Fouad Bahrpeyma, Dirk Reichelt:
A Concept for QoS Management in SOA-Based SoS Architectures. ISDA (1) 2022: 271-285
[c18]
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David Heik, Fouad Bahrpeyma, Dirk Reichelt:
Dynamic Job Shop Scheduling in an Industrial Assembly Environment Using Various Reinforcement Learning Techniques. ISDA (3) 2022: 523-533
[c17]
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  - conf/sai/Brandt0R22
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Eric Brandt, Felix Brandt, Dirk Reichelt:
Development of a Language Extension for Configuration of Industrial Asset Capabilities in Self-organized Production Systems. SAI (1) 2022: 25-42
2021
[c16]
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  - conf/csit/Telatko0BR21
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Rocky Telatko, Eric Brandt, Felix Brandt, Dirk Reichelt:
Method for Identifying, Measuring and Quantifying Fluctuations in Production Systems. CSIT (1) 2021: 154-159
[c15]
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  - conf/iccae/TelatkoMR21
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Rocky Telatko, Georg Maurer, Dirk Reichelt:
Event-Based Data Acquisition for Production Process Analyses: A Systematic Mapping Study. ICCAE 2021: 105-110
[c14]
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Eric Brandt, Felix Brandt, Konstantin Clemens, Dirk Reichelt:
AI-Supported Marketplace For Industrial Capabilities. ICIT 2021: 1397-1402
[c13]
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  - conf/iecon/PatollaRMS21
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Paul Patolla, Dirk Reichelt, Dirk Mothes, Germar Schneider:
An architecture for an automatic integration of IO-Link sensors into a system of systems. IECON 2021: 1-6
[c12]
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Rocky Telatko, Steffen Ihlenfeldt, Dirk Reichelt:
Generic Control Loop Model for Fluctuation Analysis in Production Systems. SACI 2021: 165-170
2020
[c11]
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David Heik, Javad Ghofrani, Dirk Reichelt:
Adaptive Management Shell for Mapping the Process Capability of Manufacturing Components: A Systematic Mapping Study. INDIN 2020: 7-14
[c10]
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Javad Ghofrani, Bastian Deutschmann, Mohammad Divband Soorati, Dirk Reichelt, Steffen Ihlenfeldt:
Cognitive Production Systems: A Mapping Study. INDIN 2020: 15-22
[c9]
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Javad Ghofrani, Kirill Loisha, Dirk Reichelt:
A Systematic Mapping Study on Blockchain Technology for Digital Protection of Communication in Manufacturing. INDIN 2020: 275-282
2019
[c8]
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Javad Ghofrani, Dirk Reichelt:
Using Digital Smart Assistants as HMI for Robots in Smart Production Systems (short paper). ZEUS 2019: 62-65
2013
[c7]
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  - conf/geneme/HauptmannSRWA13
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Anke Hauptmann, Ralph Sonntag, Dirk Reichelt, Thomas Wenk, Linda Anlauf:
Status Quo und Bedeutung der Meinungsführerforschung für Online-Communities. GeNeMe 2013: 149-184
2012
[c6]
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Linda Anlauf, Dirk Reichelt, Ralph Sonntag, Thomas Wenk:
Optimierung des IT-Managements mittels Social Media. GeNeMe 2012: 79-89
2006
[c5]
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Dirk Reichelt, Lars Mönch:
Multiobjective Scheduling of Jobs with Incompatible Families on Parallel Batch Machines. EvoCOP 2006: 209-221
2005
[c4]
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Dirk Reichelt, Peter Gmilkowsky, Sebastian Linser:
A Study of an Iterated Local Search on the Reliable Communication Networks Design Problem. EvoWorkshops 2005: 156-165
[c3]
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Dirk Reichelt, Franz Rothlauf:
CURE: Eine Reparaturheuristik für die Planung ökonomischer und zuverlässiger Kommunikationsnetzwerke mit Hilfe von heuristischen Optimierungsverfahren. KiVS 2005: 283-294
[c2]
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Dirk Reichelt, Franz Rothlauf:
Verfahren zur Bestimmung der Zuverlässigkeit von Kommunikationsnetzwerken: Eine Studie zu exakten und approximativen Verfahren. Sicherheit 2005: 89-100
2004
[c1]
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Dirk Reichelt, Franz Rothlauf, Peter Gmilkowsky:
Designing Reliable Communication Networks with a Genetic Algorithm Using a Repair Heuristic. EvoCOP 2004: 177-187

Informal and Other Publications

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2020
[i4]
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  - journals/corr/abs-2003-13235
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Bastian Deutschmann, Javad Ghofrani, Dirk Reichelt:
Cognitive Production Systems: A Mapping Study. CoRR abs/2003.13235 (2020)
[i3]
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  - journals/corr/abs-2003-13617
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Kirill Loisha, Javad Ghofrani, Dirk Reichelt:
A Systematic Mapping Study on Blockchain Technology for Digital Protection of Communication with Industrial Control. CoRR abs/2003.13617 (2020)
[i2]
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  - journals/corr/abs-2003-13618
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Javad Ghofrani, Paul Patoola, Daniel Richter, Dirk Reichelt:
Conceptualizing A Configuration Service for Complex Automation Systems. CoRR abs/2003.13618 (2020)
2019
[i1]
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  - journals/corr/abs-1905-03708
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Javad Ghofrani, Robert Kirschne, Daniel Rossburg, Dirk Reichelt, Tom Dimter:
Machine Vision in the Context of Robotics: A Systematic Literature Review. CoRR abs/1905.03708 (2019)

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