Incorporating Imperfect Information in Decentralized Agent-Based Dynamic and Integrated Scheduling. - Felix Gehlhoff; Timo Busert; Marcus Lewin; Alexander Fay (ETFA, 2018)

Optimization of multi-agent auctioning processes in flexible production networks. - Felix Gehlhoff; Hamied Nabizada; Alexander Fay (INDIN, 2019)

Agent-based decentralised architecture for multi-stage and integrated scheduling. - Felix Gehlhoff; Alexander Fay (ETFA, 2020)

On agent-based decentralized and integrated scheduling for small-scale manufacturing. - Felix Gehlhoff; Alexander Fay (Autom., 2020)

Multi-agent systems to enable Industry 4.0. - Birgit Vogel-Heuser; Matthias Seitz; Luis Alberto Cruz Salazar; Felix Gehlhoff; Alaettin Dogan; Alexander Fay (Autom., 2020)

Development of a Simulation Model to Analyze the Performance of Decentral Rescheduling Algorithms in Production Systems. - Julian Sundermeier; Felix Gehlhoff; Alexander Fay (Simul. Notes Eur., 2020)

Agent-Based Decentralised Process Planning and Evolutionary Change Propagation. - Felix Gehlhoff; Lukas Wiegandt; Alexander Fay (ICIT, 2021)

Automation platform independent multi-agent system for robust networks of production resources in industry 4.0. - Matthias Seitz; Felix Gehlhoff; Luis Alberto Cruz Salazar; Alexander Fay; Birgit Vogel-Heuser (J. Intell. Manuf., 2021)

Concepts and Algorithms for Agent-based Decentralized and Integrated Scheduling of Production and Auxiliary Processes. - Felix Gehlhoff; Alexander Fay (CoRR, 2022)

Integrating Peer-to-Peer Energy Trading and Flexibility Market With Self-Sovereign Identity for Decentralized Energy Dispatch and Congestion Management. - 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; et al. (IEEE Access, 2023)

Systematic Comparison of Software Agents and Digital Twins: Differences, Similarities, and Synergies in Industrial Production: A Dataset. - Lasse Matthias Reinpold; Lukas Peter Wagner 001; Felix Gehlhoff; Malte Ramonat; Maximilian Kilthau; Milapji Singh Gill; Jonathan Tobias Reif; Vincent Henkel; Lena Scholz; Alexander Fay (Zenodo, 2023)

Towards an MBSE Approach for Modeling Complex Production Systems Based on Industrial Standards. - Lasse Beers; Hamied Nabizada; Maximilian Weigand; Felix Gehlhoff; Alexander Fay (ETFA, 2024)

Decentralized Control: Analysis of Varying Autonomy Levels in Intralogistics Vehicles. - Felix Gehlhoff; Bjarne Huth; Alexander Wenzel (ETFA, 2024)

Integrating Ontology Design with the CRISP-DM in the Context of Cyber-Physical Systems Maintenance. - Milapji Singh Gill; Tom Westermann; Gernot Steindl; Felix Gehlhoff; Alexander Fay (ETFA, 2024)

Efficient Identification and Validation of Control Program Changes in an Automated Production System Using Virtual Commissioning. - Omar Ismail; Felix Gehlhoff; Nihar H. Shah; Alexander Fay (ETFA, 2024)

Parameter Interdependencies in Knowledge Graphs for Manufacturing Processes. - Tom Jeleniewski; Jonathan Tobias Reif; Felix Gehlhoff; Alexander Fay (ETFA, 2024)

Model-Based Workflow for the Automated Generation of PDDL Descriptions. - Hamied Nabizada; Tom Jeleniewski; Felix Gehlhoff; Alexander Fay (ETFA, 2024)

Identifying Root-Causes of Deviations between Simulation and Real Plant Data based on an Adaptive Causal Directed Graph. - Malte Ramonat; Franz Christopher Kunze; Felix Gehlhoff; Alexander Fay (ETFA, 2024)

Chatbot-Based Ontology Interaction Using Large Language Models and Domain-Specific Standards. - Jonathan Tobias Reif; Tom Jeleniewski; Milapji Singh Gill; Felix Gehlhoff; Alexander Fay (ETFA, 2024)

A Formal Model for Artificial Intelligence Applications in Automation Systems. - Marvin Schieseck; Philip Topalis; Lasse Matthias Reinpold; Felix Gehlhoff; Alexander Fay (ETFA, 2024)

A Hardware-Agnostic Approach to Supervise Heterogeneous Autonomous Mobile Robots. - Christoph Sieber; Christian Worpenberg; Felix Gehlhoff; Alexander Fay (ETFA, 2024)

On the Use of Large Language Models to Generate Capability Ontologies. - Luis Miguel Vieira da Silva; Aljosha Köcher; Felix Gehlhoff; Alexander Fay (ETFA, 2024)

Toward a Method to Generate Capability Ontologies from Natural Language Descriptions. - Luis Miguel Vieira da Silva; Aljosha Köcher; Felix Gehlhoff; Alexander Fay (ETFA, 2024)

Semantic-Aware Validation in Model-Driven Requirements Engineering Using SHACL. - Artan Markaj; Felix Gehlhoff; Alexander Fay (KEOD, 2024)

Semantic Capability Model for the Simulation of Manufacturing Processes. - Jonathan Tobias Reif; Tom Jeleniewski; Aljosha Köcher; Tim Frerich; Felix Gehlhoff; Alexander Fay (KEOD, 2024)

Extracting API Structures from Documentation to Create Virtual Knowledge Graphs. - Maximilian Weigand; Felix Gehlhoff; Alexander Fay (KEOD, 2024)

Cost Optimized Scheduling in Modular Electrolysis Plants. - Vincent Henkel; Maximilian Kilthau; Felix Gehlhoff; Lukas Wagner 001; Alexander Fay (ICIT, 2024)

Automated PDDL Domain File Generation for Enhancing Production System Development based on SysML Models. - Hamied Nabizada; Tom Jeleniewski; Lasse Beers; Felix Gehlhoff; Alexander Fay (AI4CC-IPS-RCRA-SPIRIT@AI*IA, 2024)

Systematic Development of an Agent-Based Approach for Mobile Multi-robot Order Picking. - Felix Gehlhoff; Vaidotas Lesciauskas (SOHOMA, 2024)

A SysML Profile for the Standardized Description of Processes during System Development. - Lasse Beers; Hamied Nabizada; Maximilian Weigand; Felix Gehlhoff; Alexander Fay (SysCon, 2024)

Combination of Site-Wide and Real-Time Optimization for the Control of Systems of Flexible Energy Resources. - Vincent Henkel; Lukas P. Wagner 001; Felix Gehlhoff; Alexander Fay (CoRR, 2024)

Prävention und Beseitigung von Fehlerursachen im Kontext von unbemannten Fahrzeugen. - Aron Schnakenbeck; Christoph Sieber; Luis Miguel Vieira da Silva; Felix Gehlhoff; Alexander Fay (CoRR, 2024)

Semantic model for the description of energy data in the Module Type Package. - Leif-Thore Reiche; Felix Gehlhoff; Alexander Fay (CoRR, 2024)

Exploring LLMs for Verifying Technical System Specifications Against Requirements. - Lasse Matthias Reinpold; Marvin Schieseck; Lukas P. Wagner 001; Felix Gehlhoff; Alexander Fay (CoRR, 2024)

Nutzung von Massespeichern zur Flexibilisierung des Energieverbrauchs: Kosteneffizienter Anlagenbetrieb durch Anpassung an Marktpreise. - Lukas Peter Wagner 001; Lasse Matthias Reinpold; Maximilian Kilthau; Felix Gehlhoff; Christian Derksen; Nils Loose; Julian Jepsen; Alexander Fay (CoRR, 2024)

Agentenbasierte Verhandlung für kooperative Transporte in der Flugzeugmontage. - Felix Gehlhoff; Hamied Nabizada; Ahmed Elkhateeb; Christian Lepolotec; Martin Röhrig; Alexander Fay (Autom., 2024)

Deriving Functional Requirements for CPPS in Energy-Flexible Operations: A Systematic Review of Case Studies. - Lasse Matthias Reinpold; Lukas Peter Wagner 001; Felix Gehlhoff; Alexander Fay (ICPS, 2025)

A Generalized Distributed Energy Dispatch and Congestion Management Approach Applied to German and Japanese Grid Systems. - Maximilian Kilthau; Toko Mannari; Tomo Tadokoro; Hiroyuki Hatta; Alexander Fay; Felix Gehlhoff (IEEE Access, 2025)

A Fluid Mixing Benchmark for Anomaly Detection in CPS With Real and Simulated Data. - Malte Ramonat; Bernd Zimmering; Silke Merkelbach; Felix Gehlhoff; Oliver Niggemann; Alexander Fay (IEEE Access, 2025)

Systematic comparison of software agents and Digital Twins: differences, similarities, and synergies in industrial production. - Lasse Matthias Reinpold; Lukas P. Wagner 001; Felix Gehlhoff; Malte Ramonat; Maximilian Kilthau; Milapji Singh Gill; Jonathan Tobias Reif; Vincent Henkel; Lena Scholz; Alexander Fay (J. Intell. Manuf., 2025)

Automatic Mapping of AutomationML Files to Ontologies for Graph Queries and Validation. - Tom Westermann; Malte Ramonat; Johannes Hujer; Felix Gehlhoff; Alexander Fay (CoRR, 2025)

Leveraging LLM Agents and Digital Twins for Fault Handling in Process Plants. - Milapji Singh Gill; Javal Vyas; Artan Markaj; Felix Gehlhoff; Mehmet Mercangöz (CoRR, 2025)

Capability-Driven Skill Generation with LLMs: A RAG-Based Approach for Reusing Existing Libraries and Interfaces. - Luis Miguel Vieira da Silva; Aljosha Köcher; Nicolas König; Felix Gehlhoff; Alexander Fay (CoRR, 2025)

Integrating AI Planning Semantics into SysML System Models for Automated PDDL File Generation. - Hamied Nabizada; Tom Jeleniewski; Lasse Beers; Maximilian Weigand; Felix Gehlhoff; Alexander Fay (CoRR, 2025)

Automated Validation of Textual Constraints Against AutomationML via LLMs and SHACL. - Tom Westermann; Aljosha Köcher; Felix Gehlhoff (CoRR, 2025)

Beyond Formal Semantics for Capabilities and Skills: Model Context Protocol in Manufacturing. - Luis Miguel Vieira da Silva; Aljosha Köcher; Felix Gehlhoff (CoRR, 2025)

Representing Time-Continuous Behavior of Cyber-Physical Systems in Knowledge Graphs. - Milapji Singh Gill; Tom Jeleniewski; Felix Gehlhoff; Alexander Fay (CoRR, 2025)

Consistency Verification in Ontology-Based Process Models with Parameter Interdependencies. - Tom Jeleniewski; Hamied Nabizada; Jonathan Tobias Reif; Felix Gehlhoff; Alexander Fay (CoRR, 2025)

An Expert Survey on Models and Digital Twins. - Jonathan Tobias Reif; Daniel Dittler; Milapji Singh Gill; Tamás Farkas; Valentin Stegmaier; Felix Gehlhoff; Tobias Kleinert; Michael Weyrich (CoRR, 2025)