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Combination of Techniques for the Fault Diagnostics

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21220%2F17%3A00311918" target="_blank" >RIV/68407700:21220/17:00311918 - isvavai.cz</a>

  • Result on the web

    <a href="http://dx.doi.org/10.1109/CarpathianCC.2017.7970451" target="_blank" >http://dx.doi.org/10.1109/CarpathianCC.2017.7970451</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1109/CarpathianCC.2017.7970451" target="_blank" >10.1109/CarpathianCC.2017.7970451</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Combination of Techniques for the Fault Diagnostics

  • Original language description

    Each autonomous technological process requires an early fault detection system as an integral part of its infrastructure. Complex fault diagnostics system must be able not only to quickly detect any unwanted deviation from nominal function, but also to make a competent estimate of the type and source of possible failure. The article presents the fault diagnostics system based on Markov model. It uses an innovative dynamically oriented classifier of fault states. The other enhancement represents the regression vector used in the diagnostics system which combines directly measured process data with their components obtained using Empirical Mode Decomposition (EMD).

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    20204 - Robotics and automatic control

Result continuities

  • Project

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2017

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    Proceedings of the 2017 18th International Carpathian Control Conference (ICCC)

  • ISBN

    978-1-5090-4862-5

  • ISSN

  • e-ISSN

  • Number of pages

    4

  • Pages from-to

    499-502

  • Publisher name

    IEEE

  • Place of publication

    New York

  • Event location

    Sinaia

  • Event date

    May 28, 2017

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article

    000426954400092