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2020 – today

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2026
[j10]
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Joshua Galys, Lukas P. Wagner, Maximilian Kilthau, Alexander Fay, Felix Gehlhoff:
Verteilte Optimierung für Engpassmanagement in Niederspannungsverteilnetzen unter Einbeziehung gesetzlich verpflichtender sowie freiwilliger Flexibilität. Autom. 74(1): 47-60 (2026)
2025
[j9]
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Maximilian Kilthau, Toko Mannari, Tomo Tadokoro, Hiroyuki Hatta, Alexander Fay, Felix Gehlhoff:
A Generalized Distributed Energy Dispatch and Congestion Management Approach Applied to German and Japanese Grid Systems. IEEE Access 13: 5380-5395 (2025)
[j8]
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Malte Ramonat, Bernd Zimmering, Silke Merkelbach, Felix Gehlhoff, Oliver Niggemann, Alexander Fay:
A Fluid Mixing Benchmark for Anomaly Detection in CPS With Real and Simulated Data. IEEE Access 13: 134113-134128 (2025)
[j7]
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Lasse Matthias Reinpold, Lukas P. Wagner, Felix Gehlhoff, Malte Ramonat, Maximilian Kilthau, Milapji Singh Gill, Jonathan Tobias Reif, Vincent Henkel, Lena Scholz, Alexander Fay:
Systematic comparison of software agents and Digital Twins: differences, similarities, and synergies in industrial production. J. Intell. Manuf. 36(2): 765-800 (2025)
[c35]
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Milapji Singh Gill, Tom Jeleniewski, Felix Gehlhoff, Alexander Fay:
Representing Time-Continuous Behavior of Cyber-Physical Systems in Knowledge Graphs. ETFA 2025: 1-8
[c34]
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Milapji Singh Gill, Javal Vyas, Artan Markaj, Felix Gehlhoff, Mehmet Mercangöz:
Leveraging LLM Agents and Digital Twins for Fault Handling in Process Plants. ETFA 2025: 1-8
[c33]
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Tom Jeleniewski, Hamied Nabizada, Jonathan Tobias Reif, Felix Gehlhoff, Alexander Fay:
Consistency Verification in Ontology-Based Process Models with Parameter Interdependencies. ETFA 2025: 1-8
[c32]
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Hamied Nabizada, Tom Jeleniewski, Lasse Beers, Maximilian Weigand, Felix Gehlhoff, Alexander Fay:
Integrating AI Planning Semantics into SysML System Models for Automated PDDL File Generation. ETFA 2025: 1-8
[c31]
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Lasse Matthias Reinpold, Felix Gehlhoff, Hussein Hasso, Hanna Geppert:
Bridging Models and Language: An Encoder-Decoder Approach for Automated Architectural Documentation with LLMs. ETFA 2025: 1-4
[c30]
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Aron Schnakenbeck, Christoph Sieber, Luis Miguel Vieira da Silva, Felix Gehlhoff, Alexander Fay:
Fault Prevention and Removal in the Context of Autonomous Mobile Robots. ETFA 2025: 1-8
[c29]
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Luis Miguel Vieira da Silva, Aljosha Köcher, Felix Gehlhoff:
Beyond Formal Semantics for Capabilities and Skills: Model Context Protocol in Manufacturing. ETFA 2025: 1-4
[c28]
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Luis Miguel Vieira da Silva, Aljosha Köcher, Nicolas König, Felix Gehlhoff, Alexander Fay:
Capability-Driven Skill Generation with LLMs: A RAG-Based Approach for Reusing Existing Libraries and Interfaces. ETFA 2025: 1-8
[c27]
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Philip Topalis, Marvin Schieseck, Felix Gehlhoff:
LangBO: A Framework for Language-Guided Prior Integration in Bayesian Optimization. ETFA 2025: 1-4
[c26]
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Tom Westermann, Aljosha Köcher, Felix Gehlhoff:
Automated Validation of Textual Constraints Against AutomationML via LLMs and SHACL. ETFA 2025: 1-4
[c25]
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Tom Jeleniewski, Aljosha Köcher, Hamied Nabizada, Jonathan Tobias Reif, Felix Gehlhoff, Alexander Fay:
Evaluating Process Parameter Interdependencies Based on Knowledge Graphs in Manufacturing. IC3K (KEOD/KMIS) 2025: 86-96
[c24]
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Lasse Matthias Reinpold, Lukas Peter Wagner, Felix Gehlhoff, Alexander Fay:
Deriving Functional Requirements for CPPS in Energy-Flexible Operations: A Systematic Review of Case Studies. ICPS 2025: 1-6
[i27]
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  - journals/corr/abs-2504-21694
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Tom Westermann, Malte Ramonat, Johannes Hujer, Felix Gehlhoff, Alexander Fay:
Automatic Mapping of AutomationML Files to Ontologies for Graph Queries and Validation. CoRR abs/2504.21694 (2025)
[i26]
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  - journals/corr/abs-2505-02076
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Milapji Singh Gill, Javal Vyas, Artan Markaj, Felix Gehlhoff, Mehmet Mercangöz:
Leveraging LLM Agents and Digital Twins for Fault Handling in Process Plants. CoRR abs/2505.02076 (2025)
[i25]
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  - journals/corr/abs-2505-03295
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Luis Miguel Vieira da Silva, Aljosha Köcher, Nicolas König, Felix Gehlhoff, Alexander Fay:
Capability-Driven Skill Generation with LLMs: A RAG-Based Approach for Reusing Existing Libraries and Interfaces. CoRR abs/2505.03295 (2025)
[i24]
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  - journals/corr/abs-2506-06714
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Hamied Nabizada, Tom Jeleniewski, Lasse Beers, Maximilian Weigand, Felix Gehlhoff, Alexander Fay:
Integrating AI Planning Semantics into SysML System Models for Automated PDDL File Generation. CoRR abs/2506.06714 (2025)
[i23]
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  - journals/corr/abs-2506-10678
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Tom Westermann, Aljosha Köcher, Felix Gehlhoff:
Automated Validation of Textual Constraints Against AutomationML via LLMs and SHACL. CoRR abs/2506.10678 (2025)
[i22]
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  - journals/corr/abs-2506-11180
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Luis Miguel Vieira da Silva, Aljosha Köcher, Felix Gehlhoff:
Beyond Formal Semantics for Capabilities and Skills: Model Context Protocol in Manufacturing. CoRR abs/2506.11180 (2025)
[i21]
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  - journals/corr/abs-2506-13773
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Milapji Singh Gill, Tom Jeleniewski, Felix Gehlhoff, Alexander Fay:
Representing Time-Continuous Behavior of Cyber-Physical Systems in Knowledge Graphs. CoRR abs/2506.13773 (2025)
[i20]
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  - journals/corr/abs-2506-16087
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Tom Jeleniewski, Hamied Nabizada, Jonathan Tobias Reif, Felix Gehlhoff, Alexander Fay:
Consistency Verification in Ontology-Based Process Models with Parameter Interdependencies. CoRR abs/2506.16087 (2025)
[i19]
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  - journals/corr/abs-2506-17313
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Jonathan Tobias Reif, Daniel Dittler, Milapji Singh Gill, Tamás Farkas, Valentin Stegmaier, Felix Gehlhoff, Tobias Kleinert, Michael Weyrich:
An Expert Survey on Models and Digital Twins. CoRR abs/2506.17313 (2025)
[i18]
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  - journals/corr/abs-2509-12091
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Hamied Nabizada, Lasse Beers, Alain Chahine, Felix Gehlhoff, Oliver Niggemann, Alexander Fay:
Bridging Engineering and AI Planning through Model-Based Knowledge Transformation for the Validation of Automated Production System Variants. CoRR abs/2509.12091 (2025)
[i17]
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  - journals/corr/abs-2512-03955
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Niklas Jobs, Luis Miguel Vieira da Silva, Jayanth Somashekaraiah, Maximilian Weigand, David Kube, Felix Gehlhoff:
Benchmark for Planning and Control with Large Language Model Agents: Blocksworld with Model Context Protocol. CoRR abs/2512.03955 (2025)
2024
[j6]
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Felix Gehlhoff, Hamied Nabizada, Ahmed Elkhateeb, Christian Lepolotec, Martin Röhrig, Alexander Fay:
Agentenbasierte Verhandlung für kooperative Transporte in der Flugzeugmontage. Autom. 72(3): 189-203 (2024)
[c23]
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Lasse Beers, Hamied Nabizada, Maximilian Weigand, Felix Gehlhoff, Alexander Fay:
Towards an MBSE Approach for Modeling Complex Production Systems Based on Industrial Standards. ETFA 2024: 1-8
[c22]
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Felix Gehlhoff, Bjarne Huth, Alexander Wenzel:
Decentralized Control: Analysis of Varying Autonomy Levels in Intralogistics Vehicles. ETFA 2024: 1-8
[c21]
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Milapji Singh Gill, Tom Westermann, Gernot Steindl, Felix Gehlhoff, Alexander Fay:
Integrating Ontology Design with the CRISP-DM in the Context of Cyber-Physical Systems Maintenance. ETFA 2024: 1-8
[c20]
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Omar Ismail, Felix Gehlhoff, Nihar H. Shah, Alexander Fay:
Efficient Identification and Validation of Control Program Changes in an Automated Production System Using Virtual Commissioning. ETFA 2024: 1-8
[c19]
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Tom Jeleniewski, Jonathan Tobias Reif, Felix Gehlhoff, Alexander Fay:
Parameter Interdependencies in Knowledge Graphs for Manufacturing Processes. ETFA 2024: 1-8
[c18]
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Hamied Nabizada, Tom Jeleniewski, Felix Gehlhoff, Alexander Fay:
Model-Based Workflow for the Automated Generation of PDDL Descriptions. ETFA 2024: 1-4
[c17]
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Malte Ramonat, Franz Christopher Kunze, Felix Gehlhoff, Alexander Fay:
Identifying Root-Causes of Deviations between Simulation and Real Plant Data based on an Adaptive Causal Directed Graph. ETFA 2024: 1-8
[c16]
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Jonathan Tobias Reif, Tom Jeleniewski, Milapji Singh Gill, Felix Gehlhoff, Alexander Fay:
Chatbot-Based Ontology Interaction Using Large Language Models and Domain-Specific Standards. ETFA 2024: 1-4
[c15]
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Marvin Schieseck, Philip Topalis, Lasse Matthias Reinpold, Felix Gehlhoff, Alexander Fay:
A Formal Model for Artificial Intelligence Applications in Automation Systems. ETFA 2024: 1-8
[c14]
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Christoph Sieber, Christian Worpenberg, Felix Gehlhoff, Alexander Fay:
A Hardware-Agnostic Approach to Supervise Heterogeneous Autonomous Mobile Robots. ETFA 2024: 1-8
[c13]
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Luis Miguel Vieira da Silva, Aljosha Köcher, Felix Gehlhoff, Alexander Fay:
On the Use of Large Language Models to Generate Capability Ontologies. ETFA 2024: 1-8
[c12]
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Luis Miguel Vieira da Silva, Aljosha Köcher, Felix Gehlhoff, Alexander Fay:
Toward a Method to Generate Capability Ontologies from Natural Language Descriptions. ETFA 2024: 1-4
[c11]
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Jonathan Tobias Reif, Tom Jeleniewski, Aljosha Köcher, Tim Frerich, Felix Gehlhoff, Alexander Fay:
Semantic Capability Model for the Simulation of Manufacturing Processes. KEOD 2024: 39-50
[c10]
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Artan Markaj, Felix Gehlhoff, Alexander Fay:
Semantic-Aware Validation in Model-Driven Requirements Engineering Using SHACL. KEOD 2024: 191-198
[c9]
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Maximilian Weigand, Felix Gehlhoff, Alexander Fay:
Extracting API Structures from Documentation to Create Virtual Knowledge Graphs. KEOD 2024: 287-294
[c8]
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  - conf/icit2/HenkelKGWF24
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Vincent Henkel, Maximilian Kilthau, Felix Gehlhoff, Lukas Wagner, Alexander Fay:
Cost Optimized Scheduling in Modular Electrolysis Plants. ICIT 2024: 1-8
[c7]
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Hamied Nabizada, Tom Jeleniewski, Lasse Beers, Felix Gehlhoff, Alexander Fay:
Automated PDDL Domain File Generation for Enhancing Production System Development based on SysML Models. AI4CC-IPS-RCRA-SPIRIT@AI*IA 2024
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Felix Gehlhoff, Vaidotas Lesciauskas:
Systematic Development of an Agent-Based Approach for Mobile Multi-robot Order Picking. SOHOMA 2024: 399-413
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Lasse Beers, Hamied Nabizada, Maximilian Weigand, Felix Gehlhoff, Alexander Fay:
A SysML Profile for the Standardized Description of Processes during System Development. SysCon 2024: 1-8
[i16]
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  - journals/corr/abs-2402-05148
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Vincent Henkel, Maximilian Kilthau, Felix Gehlhoff, Lukas Wagner, Alexander Fay:
Cost Optimized Scheduling in Modular Electrolysis Plants. CoRR abs/2402.05148 (2024)
[i15]
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Lasse Beers, Hamied Nabizada, Maximilian Weigand, Felix Gehlhoff, Alexander Fay:
A SysML Profile for the Standardized Description of Processes during System Development. CoRR abs/2403.06723 (2024)
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Vincent Henkel, Lukas P. Wagner, Felix Gehlhoff, Alexander Fay:
Combination of Site-Wide and Real-Time Optimization for the Control of Systems of Flexible Energy Resources. CoRR abs/2404.06748 (2024)
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Luis Miguel Vieira da Silva, Aljosha Köcher, Felix Gehlhoff, Alexander Fay:
On the Use of Large Language Models to Generate Capability Ontologies. CoRR abs/2404.17524 (2024)
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Luis Miguel Vieira da Silva, Aljosha Köcher, Felix Gehlhoff, Alexander Fay:
Toward a Method to Generate Capability Ontologies from Natural Language Descriptions. CoRR abs/2406.07962 (2024)
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Aron Schnakenbeck, Christoph Sieber, Luis Miguel Vieira da Silva, Felix Gehlhoff, Alexander Fay:
Prävention und Beseitigung von Fehlerursachen im Kontext von unbemannten Fahrzeugen. CoRR abs/2407.02876 (2024)
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Marvin Schieseck, Philip Topalis, Lasse Matthias Reinpold, Felix Gehlhoff, Alexander Fay:
A Formal Model for Artificial Intelligence Applications in Automation Systems. CoRR abs/2407.03183 (2024)
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Milapji Singh Gill, Tom Westermann, Gernot Steindl, Felix Gehlhoff, Alexander Fay:
Integrating Ontology Design with the CRISP-DM in the context of Cyber-Physical Systems Maintenance. CoRR abs/2407.06930 (2024)
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Jonathan Tobias Reif, Tom Jeleniewski, Milapji Singh Gill, Felix Gehlhoff, Alexander Fay:
Chatbot-Based Ontology Interaction Using Large Language Models and Domain-Specific Standards. CoRR abs/2408.00800 (2024)
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Jonathan Tobias Reif, Tom Jeleniewski, Aljosha Köcher, Tim Frerich, Felix Gehlhoff, Alexander Fay:
Semantic Capability Model for the Simulation of Manufacturing Processes. CoRR abs/2408.08048 (2024)
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Hamied Nabizada, Tom Jeleniewski, Felix Gehlhoff, Alexander Fay:
Model-based Workflow for the Automated Generation of PDDL Descriptions. CoRR abs/2408.08145 (2024)
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Leif-Thore Reiche, Felix Gehlhoff, Alexander Fay:
Semantic model for the description of energy data in the Module Type Package. CoRR abs/2409.17672 (2024)
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Lasse Matthias Reinpold, Marvin Schieseck, Lukas P. Wagner, Felix Gehlhoff, Alexander Fay:
Exploring LLMs for Verifying Technical System Specifications Against Requirements. CoRR abs/2411.11582 (2024)
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Lukas Peter Wagner, Lasse Matthias Reinpold, Maximilian Kilthau, Felix Gehlhoff, Christian Derksen, Nils Loose, Julian Jepsen, Alexander Fay:
Nutzung von Massespeichern zur Flexibilisierung des Energieverbrauchs: Kosteneffizienter Anlagenbetrieb durch Anpassung an Marktpreise. CoRR abs/2412.02708 (2024)
2023
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Maximilian Kilthau, Martin Asman, Alexandra Karmann, Ghayathri Suriyamoorthy, Jan-Philip Beck, Vincenz Regener, Christian Derksen, Nils Loose, Moritz Volkmann, Shashank Shekher Tripathi, Felix Gehlhoff, Kamil Korotkiewicz, Philippe Steinbusch, Volker Skwarek, Markus Zdrallek, Alexander Fay:
Integrating Peer-to-Peer Energy Trading and Flexibility Market With Self-Sovereign Identity for Decentralized Energy Dispatch and Congestion Management. IEEE Access 11: 145395-145420 (2023)
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Lasse Matthias Reinpold, Lukas Peter Wagner, Felix Gehlhoff, Malte Ramonat, Maximilian Kilthau, Milapji Singh Gill, Jonathan Tobias Reif, Vincent Henkel, Lena Scholz, Alexander Fay:
Systematic Comparison of Software Agents and Digital Twins: Differences, Similarities, and Synergies in Industrial Production: A Dataset. Zenodo, 2023
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Lasse Matthias Reinpold, Lukas P. Wagner, Felix Gehlhoff, Malte Ramonat, Maximilian Kilthau, Milapji Singh Gill, Jonathan Tobias Reif, Vincent Henkel, Lena Scholz, Alexander Fay:
Systematic Comparison of Software Agents and Digital Twins: Differences, Similarities, and Synergies in Industrial Production. CoRR abs/2307.08421 (2023)
2022
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Felix Gehlhoff, Alexander Fay:
Concepts and Algorithms for Agent-based Decentralized and Integrated Scheduling of Production and Auxiliary Processes. CoRR abs/2205.04461 (2022)
2021
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Matthias Seitz, Felix Gehlhoff, Luis Alberto Cruz Salazar, Alexander Fay, Birgit Vogel-Heuser:
Automation platform independent multi-agent system for robust networks of production resources in industry 4.0. J. Intell. Manuf. 32(7): 2023-2041 (2021)
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Felix Gehlhoff, Lukas Wiegandt, Alexander Fay:
Agent-Based Decentralised Process Planning and Evolutionary Change Propagation. ICIT 2021: 1015-1020
2020
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Felix Gehlhoff, Alexander Fay:
On agent-based decentralized and integrated scheduling for small-scale manufacturing. Autom. 68(1): 15-31 (2020)
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Birgit Vogel-Heuser, Matthias Seitz, Luis Alberto Cruz Salazar, Felix Gehlhoff, Alaettin Dogan, Alexander Fay:
Multi-agent systems to enable Industry 4.0. Autom. 68(6): 445-458 (2020)
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Julian Sundermeier, Felix Gehlhoff, Alexander Fay:
Development of a Simulation Model to Analyze the Performance of Decentral Rescheduling Algorithms in Production Systems. Simul. Notes Eur. 30(1): 15-22 (2020)
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Felix Gehlhoff, Alexander Fay:
Agent-based decentralised architecture for multi-stage and integrated scheduling. ETFA 2020: 1443-1446

2010 – 2019

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2019
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Felix Gehlhoff, Hamied Nabizada, Alexander Fay:
Optimization of multi-agent auctioning processes in flexible production networks. INDIN 2019: 100-105
2018
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Felix Gehlhoff, Timo Busert, Marcus Lewin, Alexander Fay:
Incorporating Imperfect Information in Decentralized Agent-Based Dynamic and Integrated Scheduling. ETFA 2018: 816-823

Coauthor Index

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