Planning-based semantic web service composition in factory automation

Juha Puttonen, Andrei Lobov, Maria A. Cavia Soto, José L. Martinez Lastra

    Research output: Contribution to journalArticleScientificpeer-review

    18 Citations (Scopus)

    Abstract

    The Service Oriented Architecture (SOA) paradigm enables production systems to be composed of web services. In an SOA-based production system, the individual production devices provide web service interfaces that encapsulate the behavior of the devices and abstract the implementation details. Such a service-oriented approach makes it possible to apply web service orchestration technologies in the development of production workflow descriptions. While manual formulation of production workflows tends to require considerable effort from domain experts, semantic web service descriptions enable computer algorithms to automatically generate the appropriate web service orchestrations. Such algorithms realize AI planning and employ semantic web service descriptions in determining the workflows required to achieve the production goals desired. In addition, the algorithms can automatically adapt the workflows to unexpected changes in the goals pursued and the production devices available.
    Original languageEnglish
    Pages (from-to)1041-1054
    JournalAdvanced Engineering Informatics
    Volume29
    Issue number4
    DOIs
    Publication statusPublished - 2015
    Publication typeA1 Journal article-refereed

    Keywords

    • Semantic web services
    • Web service composition
    • Factory automation

    Publication forum classification

    • Publication forum level 1

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