Cover Image

Representing Time-Continuous Behavior of Cyber-Physical Systems in Knowledge Graphs

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Gill, Milapji Singh, Jeleniewski, Tom, Gehlhoff, Felix, Fay, Alexander
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Chatbot-Based Ontology Interaction Using Large Language Models and Domain-Specific Standards
by: Reif, Jonathan, et al.
Published: (2024)

Integrating Ontology Design with the CRISP-DM in the context of Cyber-Physical Systems Maintenance
by: Gill, Milapji Singh, et al.
Published: (2024)

Integration of Domain Expert-Centric Ontology Design into the CRISP-DM for Cyber-Physical Production Systems
by: Gill, Milapji Singh, et al.
Published: (2023)

Model-based Workflow for the Automated Generation of PDDL Descriptions
by: Nabizada, Hamied, et al.
Published: (2024)

Consistency Verification in Ontology-Based Process Models with Parameter Interdependencies
by: Jeleniewski, Tom, et al.
Published: (2025)

Integrating AI Planning Semantics into SysML System Models for Automated PDDL File Generation
by: Nabizada, Hamied, et al.
Published: (2025)

Leveraging LLM Agents and Digital Twins for Fault Handling in Process Plants
by: Gill, Milapji Singh, et al.
Published: (2025)

Automatic Mapping of AutomationML Files to Ontologies for Graph Queries and Validation
by: Westermann, Tom, et al.
Published: (2025)

Bridging Engineering and AI Planning through Model-Based Knowledge Transformation for the Validation of Automated Production System Variants
by: Nabizada, Hamied, et al.
Published: (2025)

Systematic Comparison of Software Agents and Digital Twins: Differences, Similarities, and Synergies in Industrial Production
by: Reinpold, Lasse Matthias, et al.
Published: (2023)

A Formal Model for Artificial Intelligence Applications in Automation Systems
by: Schieseck, Marvin, et al.
Published: (2024)

Cost Optimized Scheduling in Modular Electrolysis Plants
by: Henkel, Vincent, et al.
Published: (2024)

Toward a Method to Generate Capability Ontologies from Natural Language Descriptions
by: da Silva, Luis Miguel Vieira, et al.
Published: (2024)

On the Use of Large Language Models to Generate Capability Ontologies
by: da Silva, Luis Miguel Vieira, et al.
Published: (2024)

Semantic Capability Model for the Simulation of Manufacturing Processes
by: Reif, Jonathan, et al.
Published: (2024)

Automated Validation of Textual Constraints Against AutomationML via LLMs and SHACL
by: Westermann, Tom, et al.
Published: (2025)

From Capability Models to Automated Planning: An AAS-Native Approach for Automatic PDDL Generation
by: Nabizada, Hamied, et al.
Published: (2026)

Capability-Driven Skill Generation with LLMs: A RAG-Based Approach for Reusing Existing Libraries and Interfaces
by: da Silva, Luis Miguel Vieira, et al.
Published: (2025)

Representing Web Applications As Knowledge Graphs
by: Chandrasekharuni, Yogesh
Published: (2024)

How Rules Represent Causal Knowledge: Causal Modeling with Abductive Logic Programs
by: Rückschloß, Kilian, et al.
Published: (2025)

Cyber-Security Knowledge Graph Generation by Hierarchical Nonnegative Matrix Factorization
by: Barron, Ryan, et al.
Published: (2024)

AAAI Workshop on AI Planning for Cyber-Physical Systems -- CAIPI24
by: Niggemann, Oliver, et al.
Published: (2024)

Knowledge-guided Continual Learning for Behavioral Analytics Systems
by: Senarath, Yasas, et al.
Published: (2025)

Continual Reinforcement Learning for Cyber-Physical Systems: Lessons Learned and Open Challenges
by: Nolle, Kim N., et al.
Published: (2025)

IRSKG: Unified Intrusion Response System Knowledge Graph Ontology for Cyber Defense
by: Panigrahi, Damodar, et al.
Published: (2024)

Combination of Site-Wide and Real-Time Optimization for the Control of Systems of Electrolyzers
by: Henkel, Vincent, et al.
Published: (2024)

Security Decisions for Cyber-Physical Systems based on Solving Critical Node Problems with Vulnerable Nodes
by: Otto, Jens, et al.
Published: (2024)

Knowledge Graph Embeddings with Representing Relations as Annular Sectors
by: Zhu, Huiling, et al.
Published: (2025)

Control Synthesis of Cyber-Physical Systems for Real-Time Specifications through Causation-Guided Reinforcement Learning
by: Tang, Xiaochen, et al.
Published: (2025)

Retrieval Augmented (Knowledge Graph), and Large Language Model-Driven Design Structure Matrix (DSM) Generation of Cyber-Physical Systems
by: Bank, H. Sinan, et al.
Published: (2026)

eSPARQL: Representing and Reconciling Agnostic and Atheistic Beliefs in RDF-star Knowledge Graphs
by: Pan, Xinyi, et al.
Published: (2024)

Quantifying Robustness: A Benchmarking Framework for Deep Learning Forecasting in Cyber-Physical Systems
by: Windmann, Alexander, et al.
Published: (2025)

Data-Driven Falsification of Cyber-Physical Systems
by: Kundu, Atanu, et al.
Published: (2025)

Flowcean - Model Learning for Cyber-Physical Systems
by: Schmidt, Maximilian, et al.
Published: (2026)

Data Driven Diagnosis for Large Cyber-Physical-Systems with Minimal Prior Information
by: Steude, Henrik Sebastian, et al.
Published: (2025)

Beyond Formal Semantics for Capabilities and Skills: Model Context Protocol in Manufacturing
by: da Silva, Luis Miguel Vieira, et al.
Published: (2025)

Graph-Skeleton: ~1% Nodes are Sufficient to Represent Billion-Scale Graph
by: Cao, Linfeng, et al.
Published: (2024)

Time is Not a Label: Continuous Phase Rotation for Temporal Knowledge Graphs and Agentic Memory
by: Li, Weixian Waylon, et al.
Published: (2026)

Survey on Foundation Models for Prognostics and Health Management in Industrial Cyber-Physical Systems
by: Liu, Ruonan, et al.
Published: (2023)

Actionable Cyber Threat Intelligence using Knowledge Graphs and Large Language Models
by: Fieblinger, Romy, et al.
Published: (2024)