A knowledge-based solution for automatic mapping in component based automation systems

Borja Ramis Ferrer, Bilal Ahmad, Andrei Lobov, Daniel Vera, Jose L. Martinez Martinez Lastra, Robert Harrison

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

    12 Citations (Scopus)

    Abstract

    Due to the current business requirements, the manufacturing industry is striving to reduce design, development and commissioning time of production systems to manufacture new products in a timely manner. The use of new technologies such as virtual engineering, automatic code generation and knowledge-based approaches is being extensively researched. This paper presents a framework that utilizes a knowledge-based approach to automate the component mapping in the code generation process. The raw data is taken from simulation models of manufacturing systems developed in 3D based virtual engineering tools. Moreover, a prototype implementation is presented and the results are discussed.
    Original languageEnglish
    Title of host publicationIEEE 13th International Conference on Industrial Informatics (INDIN), 2015
    Pages262-268
    Number of pages7
    DOIs
    Publication statusPublished - 1 Jul 2015
    Publication typeA4 Article in conference proceedings
    EventIEEE International Conference on Industrial Informatics -
    Duration: 1 Jan 1900 → …

    Conference

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

    Keywords

    • ontologies (artificial intelligence)
    • product design
    • product development
    • virtual manufacturing
    • 3D based virtual engineering tools
    • automatic code generation
    • automatic mapping
    • business requirements
    • component mapping
    • component-based automation systems
    • manufacturing industry
    • product manufacturing
    • production system commissioning time reduction
    • production system design time reduction
    • production system development time reduction
    • raw data
    • simulation models
    • virtual engineering
    • Actuators
    • Cognition
    • Data models
    • Engines
    • Manufacturing systems
    • OWL
    • Ontologies
    • SWRL
    • Virtual engineering
    • control systems
    • data mapping
    • knowledge representation
    • ontology

    Publication forum classification

    • Publication forum level 1

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