KAPPS is a knowledge-based CPPS architecture that uses an ontology-grounded knowledge graph as the unifying data backbone and authoritative write-time state for handling uncertainty in circular manufacturing, demonstrated via anomaly detection and constraint enforcement use cases.
at - Automa- tisierungstechnik72(9), 774–788 (2024)
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The paper derives system objectives for self-organizing production logistics and proposes a multi-agent architecture with embodied agents, event-driven coordination, and a three-phase demonstration roadmap.
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KAPPS: A knowledge-based CPPS Architecture for the Circular Factory
KAPPS is a knowledge-based CPPS architecture that uses an ontology-grounded knowledge graph as the unifying data backbone and authoritative write-time state for handling uncertainty in circular manufacturing, demonstrated via anomaly detection and constraint enforcement use cases.
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Toward Self-Organizing Production Logistics: A Multi-Agent Approach
The paper derives system objectives for self-organizing production logistics and proposes a multi-agent architecture with embodied agents, event-driven coordination, and a three-phase demonstration roadmap.