Publication detail

The use of fuzzy theory for the life prediction of insulating materials used in electrical machine windings

HAMMER, M.

Czech title

Použití fuzzy teorie při předpovědi životnosti izolačních materiálů pro vinutí elektrických strojů

English title

The use of fuzzy theory for the life prediction of insulating materials used in electrical machine windings

Type

conference paper

Language

cs

Original abstract

The contrubution deals with the life prognosis of Relanex insulating material which is used for the insulation of electrical rotary machines. For this purpose, the fuzzy theory is applied, especially Mamdani and Sugeno type fuzzy controllers are applied. The Sugeno fuzzy controller has the function of input variables at the end of the rules. Different variables and many shapes of the functional competence curves were used in this contribution. The fuzzy models that have been investigated are thoroughly described, compared each other, and verified in laboratory conditions for the above-mentioned purpose. The results obtained showed that fuzzy theory could be also applied for the diagnostics of insulating materials for electrical rotary machine windings, mainly the fuzzy controllers for the life prognosis of the these materials.

Czech abstract

The contrubution deals with the life prognosis of Relanex insulating material which is used for the insulation of electrical rotary machines. For this purpose, the fuzzy theory is applied, especially Mamdani and Sugeno type fuzzy controllers are applied. The Sugeno fuzzy controller has the function of input variables at the end of the rules. Different variables and many shapes of the functional competence curves were used in this contribution. The fuzzy models that have been investigated are thoroughly described, compared each other, and verified in laboratory conditions for the above-mentioned purpose. The results obtained showed that fuzzy theory could be also applied for the diagnostics of insulating materials for electrical rotary machine windings, mainly the fuzzy controllers for the life prognosis of the these materials.

English abstract

The contrubution deals with the life prognosis of Relanex insulating material which is used for the insulation of electrical rotary machines. For this purpose, the fuzzy theory is applied, especially Mamdani and Sugeno type fuzzy controllers are applied. The Sugeno fuzzy controller has the function of input variables at the end of the rules. Different variables and many shapes of the functional competence curves were used in this contribution. The fuzzy models that have been investigated are thoroughly described, compared each other, and verified in laboratory conditions for the above-mentioned purpose. The results obtained showed that fuzzy theory could be also applied for the diagnostics of insulating materials for electrical rotary machine windings, mainly the fuzzy controllers for the life prognosis of the these materials.

Keywords in English

Prediction, Insulating materials, Fuzzy, Mamdani, Sugeno

Released

01.01.2002

Publisher

Academia centru Univerzity Tomáše Bati ve Zlíně

Location

Zlín, Česká republika

ISBN

80-7318-076-6

Book

TD 2002 - DIAGON 2002

Pages count

6

BIBTEX


@inproceedings{BUT5375,
  author="Miloš {Hammer},
  title="Použití fuzzy teorie při předpovědi životnosti izolačních materiálů pro vinutí elektrických strojů",
  booktitle="TD 2002 - DIAGON 2002",
  year="2002",
  month="January",
  publisher="Academia centru Univerzity Tomáše Bati ve Zlíně",
  address="Zlín, Česká republika",
  isbn="80-7318-076-6"
}