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Verification of Neural Network Model of Laser Micro-Machining

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28110%2F09%3A63508100" target="_blank" >RIV/70883521:28110/09:63508100 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Verification of Neural Network Model of Laser Micro-Machining

  • Original language description

    In the paper the experimental data from laser micro-machining process were processed and modeled by artificial neural network. The laser micro-machining technique is highly complex and industrial laser machines combine a lot input parameters. Thus, whitebox modeling using mathematical equations is not suitable. The purpose of the neural model is to predict optimal settings for laser machine.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JB - Sensors, detecting elements, measurement and regulation

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/GP102%2F07%2FP137" target="_blank" >GP102/07/P137: Predictive control using artificial neural networks with online adaptation of predictor</a><br>

  • Continuities

    Z - Vyzkumny zamer (s odkazem do CEZ)

Others

  • Publication year

    2009

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    TMT 2009 Proceedings

  • ISBN

  • ISSN

    1840-4944

  • e-ISSN

  • Number of pages

    4

  • Pages from-to

  • Publisher name

    Faculty of Mechanical Engineering

  • Place of publication

    Zenica

  • Event location

    Hammamet

  • Event date

    Oct 16, 2009

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article