Representation of manufacturing equipment and services for OKD-MES: From service descriptions to ontology

Sergii Iarovyi, Borja Ramis, Xiangbin Xu, Anisa Sampath, Andrei Lobov, Jose L. Martinez Lastra

    Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

    14 Citations (Scopus)

    Abstract

    Demand for efficiency in the domain of manufacturing increases driven by competition for resources and customers. Adaptation of the modern concepts which have proven their benefits in other domains to the automation of manufacturing systems provides a field for innovation. Recent developments in Cyber-Physical Systems, Service-oriented Architecture and Knowledge-Driven Approach suggest an ecosystem for contemporary factory. Such set of concepts is applied in the eScop project for implementation of Open Knowledge-Driven Manufacturing Execution System (OKD-MES). The Knowledge-Driven approach introduces new possibilities for efficient operation of the system, but also requires significant effort to describe knowledge about the system. Significant part of this knowledge may be provided by the equipment in the factory shop floor. The approach which facilitates the process of population of knowledge base using the data from manufacturing equipment in automated manner should lower the cost and the organizational threshold for introduction of OKD-MES to the industry. This paper evaluates the possibilities for extraction of required semantic data from the descriptions provided by the smart service-oriented manufacturing equipment.
    Original languageEnglish
    Title of host publicationIEEE 13th International Conference on Industrial Informatics (INDIN), 2015
    Pages1069-1074
    Number of pages6
    DOIs
    Publication statusPublished - 1 Jul 2015
    Publication typeA4 Article in a conference publication
    EventIEEE International Conference on Industrial Informatics -
    Duration: 1 Jan 1900 → …

    Conference

    ConferenceIEEE International Conference on Industrial Informatics
    Period1/01/00 → …

    Keywords

    • knowledge management
    • manufacturing systems
    • ontologies (artificial intelligence)
    • organisational aspects
    • service-oriented architecture
    • OKD-MES
    • cyber-physical systems
    • eScop project
    • factory shop floor
    • knowledge base
    • knowledge-driven approach
    • manufacturing equipment representation
    • manufacturing service representation
    • ontology
    • open knowledge-driven manufacturing execution system
    • organizational threshold
    • semantic data extraction
    • service description
    • smart service-oriented manufacturing equipment
    • Automation
    • Manufacturing systems
    • OWL
    • Ontologies
    • Service-oriented architecture
    • CPS
    • Knowledge Driven systems
    • Linked Data
    • SOA
    • Web Services
    • industrial automation
    • ontologies

    Publication forum classification

    • Publication forum level 1

    Fingerprint

    Dive into the research topics of 'Representation of manufacturing equipment and services for OKD-MES: From service descriptions to ontology'. Together they form a unique fingerprint.

    Cite this