Semantics4Automation: Semantische Selbstbeschreibung als erster Schritt zur Intelligenten Industriellen Automation

Prof. Dr. rer. nat. Oliver Niggemann , Prof. Dr.-Ing. Jürgen Jasperneite
01.09.2013 bis 31.03.2018

The aim of Semantics4Automation is the development of a formalism for a semantic self-description to support intelligent automation systems. Currently, intelligent automation systems are based on specialized algorithms which require formalized domain knowledge. The Semantics4Automation project deals with the formalization of the domain knowledge in the automation to make the automation systems more intelligent.

Three approaches are in the focus of the project: self-diagnose, self-optimization and self-configuration. The project identifies suitable manners to formalize the knowledge and ensure the applicability using suitable demonstrators. Additionally, the unification of the three formalisms will be analyzed to achieve a common semantic description in the domain of automation, if possible.

This project is promoted by:
Bundesministerium für Bildung und Forschung (BMBF)
Sponsors: Projektträger Jülich
Funding Code: 13FH020I3
Funding Lines: IngenieurNachwuchs
Stakeholders / Contacts: Dr.-Ing. Andreas Bunte
Employees: Dr.-Ing. Andreas Bunte
Prof. Dr. rer. nat. Oliver Niggemann, Gautam Biswas, John S. Kinnebrew, Hamed Khorasgani, Sören Volgmann, B. Sc., Dr.-Ing. Andreas Bunte
Data-Driven Monitoring of Cyber-Physical Systems Leveraging on Big Data and the Internet-of-Things for Diagnosis and Control
Alexander Diedrich, M. Sc., Dr.-Ing. Andreas Bunte, Dr. rer. nat. Alexander Maier, Prof. Dr. rer. nat. Oliver Niggemann
Kognitive Architektur zum Konzeptlernen in technischen Systemen
Dr.-Ing. Andreas Bunte, Alexander Diedrich, M. Sc., Prof. Dr. rer. nat. Oliver Niggemann
Natürlichsprachliche Schnittstelle für Produktionssysteme
Prof. Dr. rer. nat. Oliver Niggemann, Gautam Biswas, Hamed Khorasgani, Sören Volgmann, B. Sc., Dr.-Ing. Andreas Bunte
Datenanalyse in der intelligenten Fabrik
Dr.-Ing. Andreas Bunte, Alexander Diedrich, M. Sc., Prof. Dr. rer. nat. Oliver Niggemann
Integrating Semantics for Diagnosis of Manufacturing Systems
Dr.-Ing. Andreas Bunte, Alexander Diedrich, M. Sc., Prof. Dr. rer. nat. Oliver Niggemann
Semantics Enable Standardized User Interfaces for Diagnosis in Modular Production Systems
Dr.-Ing. Andreas Bunte, Dr.-Ing. Peng Li, Prof. Dr. rer. nat. Oliver Niggemann
Learned Abstraction: Knowledge Based Concept Learning for Cyber Physical Systems
Dr.-Ing. Andreas Bunte, Dr.-Ing. Peng Li, Prof. Dr. rer. nat. Oliver Niggemann
Mapping Data Sets to Concepts Using Machine Learning and a Knowledge Based Approach
In: International Conference on Agents and Artificial Intelligence (ICAART), Jan 2018
Dr.-Ing. Andreas Bunte, Prof. Dr. rer. nat. Oliver Niggemann, Prof. Dr. rer. nat. Benno Stein
Integrating OWL Ontologies for Smart Services into AutomationML and OPC UA
Promoted by
Projektträger