Development of an intelligent manufacturing management simulation model: An application to the precast concrete industry

Nashwan N Dawood, Ammar F J Al-Bazi

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Abstract

    The aim of this ongoing research is to improve the performance of the precast concrete products manufacturing system through developing and testing an intelligent manufacturing management system. The objective is to develop and test an advanced evolutionary meta-heuristic approach embedded in simulation models applied in the precast concrete products manufacturing system. IDEF0, as a visual modelling tool is used to capture and understand the hierarchal relationships in the production processes. Precast product data has been collected with the assistance of an industrial partner. Discrete Event Simulation Methodology is adopted to convert the developed static modelling version of IDEF0 into a dynamic one. ARENA software is used to develop the production processes simulation model. The intelligent engine will be developed as a later stage beyond this research in order to enrich the simulation technique with more knowledge for a better searching. Precast concrete manhole has been chosen as a case study. Manhole Manufacturing Simulation System (MMSS) is developed as a test bed for the proposed intelligent engine. Many scenarios are run to determine the impact of different decision variables on main production process parameters.
    Original languageEnglish
    Title of host publicationIntelligent computing in engineering (ICE08) proceedings
    EditorsYaqub Rafiq, Pieter de Wilde, Martin Borthwick
    PublisherAmerican Society of Civil Engineers (ASCE)
    Pages339-349
    ISBN (Print)9781841021911
    Publication statusPublished - 2008
    EventIntelligent Computing in Engineering 2008 - Plymouth, United Kingdom
    Duration: 2 Jul 20084 Jul 2008

    Conference

    ConferenceIntelligent Computing in Engineering 2008
    Abbreviated titleICE08
    CountryUnited Kingdom
    CityPlymouth
    Period2/07/084/07/08

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  • Cite this

    Dawood, N. N., & Al-Bazi, A. F. J. (2008). Development of an intelligent manufacturing management simulation model: An application to the precast concrete industry. In Y. Rafiq, P. de Wilde, & M. Borthwick (Eds.), Intelligent computing in engineering (ICE08) proceedings (pp. 339-349). American Society of Civil Engineers (ASCE).