Context-based Orchestration for Control of Resource-efficient Manufacturing Processes

Matthias Loskyll, Ines Dahmann, Jochen Schlick, Michael Schwarz

In: Future Internet 4 3 Seiten 737-761 MDPI 8/2012.


The increasing competition between manufacturers, the shortening of innovation cycles and the growing importance of resource-efficient manufacturing demand a higher versatility of factory automation. Service-oriented approaches depict a promising possibility to realize new control architectures by encapsulating the functionality of mechatronic devices into services. An efficient discovery, context-based selection and dynamic orchestration of these services are the key features for the creation of highly adaptable manufacturing processes. We describe a semantic service discovery and ad-hoc orchestration system, which is able to react to new process variants and changed contextual information (e.g., failure of field devices, requirements on the consumption of resources). Because a standardized vocabulary, especially for the description of mechatronic functionalities, is still missing in the manufacturing domain, the semantic description of services, processes and manufacturing plants as well as the semantic interpretation of contextual information play an important part.


Deutsches Forschungszentrum für Künstliche Intelligenz
German Research Center for Artificial Intelligence