Dirk Reichelt

Orcid: 0000-0002-9354-8520

According to our database1, Dirk Reichelt authored at least 32 papers between 2004 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Ganzheitliche Wandlungsfähigkeit von Produktionssystemen - der Schlüssel zur Ressourcenwende?
HMD Prax. Wirtsch., December, 2023

Application of Multi-agent Reinforcement Learning to the Dynamic Scheduling Problem in Manufacturing Systems.
Proceedings of the Machine Learning, Optimization, and Data Science, 2023

Solving a Dynamic Scheduling Problem for a Manufacturing System with Reinforcement Learning.
Proceedings of the Intelligent Systems and Applications, 2023

An end to end workflow for synthetic data generation for robust object detection<sup>*</sup>.
Proceedings of the 21st IEEE International Conference on Industrial Informatics, 2023

Reusing OPC UA information models in the Asset Administration Shell.
Proceedings of the 21st IEEE International Conference on Industrial Informatics, 2023

2022
A review of the applications of multi-agent reinforcement learning in smart factories.
Frontiers Robotics AI, 2022

Development of a Language Extension for Configuration of Industrial Asset Capabilities in Self-organized Production Systems.
Proceedings of the Intelligent Computing, 2022

Dynamic Job Shop Scheduling in an Industrial Assembly Environment Using Various Reinforcement Learning Techniques.
Proceedings of the Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022, 2022

A Concept for QoS Management in SOA-Based SoS Architectures.
Proceedings of the Intelligent Systems Design and Applications - 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022) Held December 12-14, 2022, 2022

How to make energy flexibility business models work - the case for integration into existing ERP systems.
Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022

An Application of Reinforcement Learning in Industrial Cyber-Physical Systems.
Proceedings of the Short Paper Proceedings of the 4th Workshop on Artificial Intelligence and Formal Verification, 2022

2021
Generic Control Loop Model for Fluctuation Analysis in Production Systems.
Proceedings of the 15th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2021

An architecture for an automatic integration of IO-Link sensors into a system of systems.
Proceedings of the IECON 2021, 2021

AI-Supported Marketplace For Industrial Capabilities.
Proceedings of the 22nd IEEE International Conference on Industrial Technology, 2021

Event-Based Data Acquisition for Production Process Analyses: A Systematic Mapping Study.
Proceedings of the 13th International Conference on Computer and Automation Engineering, 2021

Method for Identifying, Measuring and Quantifying Fluctuations in Production Systems.
Proceedings of the IEEE 16th International Conference on Computer Sciences and Information Technologies, 2021

2020
Conceptualizing A Configuration Service for Complex Automation Systems.
CoRR, 2020

A Systematic Mapping Study on Blockchain Technology for Digital Protection of Communication with Industrial Control.
CoRR, 2020

Cognitive Production Systems: A Mapping Study.
CoRR, 2020

Adaptive Management Shell for Mapping the Process Capability of Manufacturing Components: A Systematic Mapping Study.
Proceedings of the 18th IEEE International Conference on Industrial Informatics, 2020

A Systematic Mapping Study on Blockchain Technology for Digital Protection of Communication in Manufacturing.
Proceedings of the 18th IEEE International Conference on Industrial Informatics, 2020

Cognitive Production Systems: A Mapping Study.
Proceedings of the 18th IEEE International Conference on Industrial Informatics, 2020

2019
Machine Vision in the Context of Robotics: A Systematic Literature Review.
CoRR, 2019

Using Digital Smart Assistants as HMI for Robots in Smart Production Systems (short paper).
Proceedings of the 11th Central European Workshop on Services and their Composition, 2019

2013
Status Quo und Bedeutung der Meinungsführerforschung für Online-Communities.
Proceedings of the Gemeinschaften in Neuen Medien (GeNeMe) 2013, Dresden, 2013

2012
Optimierung des IT-Managements mittels Social Media.
Proceedings of the Gemeinschaften in Neuen Medien (GeNeMe) 2012, Dresden, 2012

2006
Multiobjective Scheduling of Jobs with Incompatible Families on Parallel Batch Machines.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2006

2005
Reliable Communication Network Design with Evolutionary Algorithms.
Int. J. Comput. Intell. Appl., 2005

Verfahren zur Bestimmung der Zuverlässigkeit von Kommunikationsnetzwerken: Eine Studie zu exakten und approximativen Verfahren.
Proceedings of the Sicherheit 2005: Sicherheit, 2005

CURE: Eine Reparaturheuristik für die Planung ökonomischer und zuverlässiger Kommunikationsnetzwerke mit Hilfe von heuristischen Optimierungsverfahren.
Proceedings of the Kommunikation in Verteilten Systemen (KiVS), 14. ITG/GI-Fachtagung Kommunikation in Verteilten Systemen (KiVS 2005) Kaiserslautern, 28. Februar, 2005

A Study of an Iterated Local Search on the Reliable Communication Networks Design Problem.
Proceedings of the Applications of Evolutionary Computing, 2005

2004
Designing Reliable Communication Networks with a Genetic Algorithm Using a Repair Heuristic.
Proceedings of the Evolutionary Computation in Combinatorial Optimization, 2004


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