Publication detail

A Power Consumption Dependence on the Weather

ŽÁK, L.

Czech title

Závislost spotřeby elektrické energie na počasí

English title

A Power Consumption Dependence on the Weather

Type

journal article - other

Language

en

Original abstract

This article deals with influence of various features of weather on the power consumption. We observe the dependence (if it really exists) on weather aspects in various time intervals: weeks, months and years. We can search out the dependence by statistical methods and the complicated ones by Fuzzy Inference Systems (FIS). After being trained FIS describes the possible dependences. This paper follows my previously published articles (published in 2001, 2003 and 2004 in Acta Mechanica Slovaca) dealing with dependence between energy consumption and weather and forecast of energy consumption for following days.

Czech abstract

Tento článek pojednává o možné závislosti spotřeby elektrické energie na počasí. Jsou zkoumány různé vlivy počasí na spotřebu, a to jak v průběhu ruku, tak i v rámci celých roků. Ke zjištění možné závislosti jsou využívány statistické metody a pro zachycení složitějších vztahů jsou geneování Fuzzy Inference Systémy (FIS). FIS vyladěný na zadaná data dokáže ukázat další možné závislosti. Článek navazuje na příspěvky z let 2001 a 2003, 2004 zabývající se závislostí spotřeby energie na počasí a předpověďmi odběrů energie pro následující dny.

English abstract

This article deals with influence of various features of weather on the power consumption. We observe the dependence (if it really exists) on weather aspects in various time intervals: weeks, months and years. We can search out the dependence by statistical methods and the complicated ones by Fuzzy Inference Systems (FIS). After being trained FIS describes the possible dependences. This paper follows my previously published articles (published in 2001, 2003 and 2004 in Acta Mechanica Slovaca) dealing with dependence between energy consumption and weather and forecast of energy consumption for following days.

Keywords in Czech

počasí, spotřeba, fuzzy množiny, FIS

Keywords in English

weather, Fuzzy Inference Systems

RIV year

2007

Released

24.10.2007

ISSN

1335-2393

Journal

Acta Mechanica Slovaca

Volume

11

Number

4

Pages from–to

579–584

Pages count

6

BIBTEX


@article{BUT44935,
  author="Libor {Žák},
  title="A Power Consumption Dependence on the Weather",
  journal="Acta Mechanica Slovaca",
  year="2007",
  volume="11",
  number="4",
  month="October",
  pages="579--584",
  issn="1335-2393"
}