All

What are you looking for?

All
Projects
Results
Organizations

Quick search

  • Projects supported by TA ČR
  • Excellent projects
  • Projects with the highest public support
  • Current projects

Smart search

  • That is how I find a specific +word
  • That is how I leave the -word out of the results
  • “That is how I can find the whole phrase”

Neural ODE for Estimation of Flux Linkage Models of Synchronous Machines

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23220%2F23%3A43969715" target="_blank" >RIV/49777513:23220/23:43969715 - isvavai.cz</a>

  • Result on the web

    <a href="https://ieeexplore.ieee.org/document/10312498" target="_blank" >https://ieeexplore.ieee.org/document/10312498</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1109/IECON51785.2023.10312498" target="_blank" >10.1109/IECON51785.2023.10312498</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Neural ODE for Estimation of Flux Linkage Models of Synchronous Machines

  • Original language description

    An accurate estimation of flux linkage maps is essential for the proper control and modeling of synchronous machines. We propose to use neural networks as the flux linkage model with training procedure respecting the differential equation of the stator current. Moreover, the neural network allows straightforward extension of the number of input variables. We demonstrate this ability to estimate the flux linkage as a functionof rotor speed and position modulated by slot harmonics. The proposed approach is demonstrated on real interior permanent magnet synchronous machine data. The results demonstrate a significant improvement in current prediction compared to commonly used methods.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    20201 - Electrical and electronic engineering

Result continuities

  • Project

    <a href="/en/project/TN02000054" target="_blank" >TN02000054: Božek Vehicle Engineering National Center of Competence</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2023

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    IECON Proceedings (Industrial Electronics Conference)

  • ISBN

    979-8-3503-3182-0

  • ISSN

  • e-ISSN

  • Number of pages

    6

  • Pages from-to

  • Publisher name

    IEEE

  • Place of publication

    Piscaway

  • Event location

    Singapore

  • Event date

    Oct 16, 2023

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article