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Description
  • In this paper the problem of seasonal dependency is tackled with a recurrent neural network used as a gate for a statistical mixture model. The resulting gating system is capable of reliable identification of the start and end of the heating season and, combined with the statistical models, of accurate predictions of gas load.
  • In this paper the problem of seasonal dependency is tackled with a recurrent neural network used as a gate for a statistical mixture model. The resulting gating system is capable of reliable identification of the start and end of the heating season and, combined with the statistical models, of accurate predictions of gas load. (en)
  • V tomto článku je řešen problém sezónní závislosti spotřeby energie pomocí rekurentní neuronové sítě, které je použita jako řídící prvek pro přepínání statistických modelů. Výsledný systém je schopen spolehlivě detekovat začátek a konec topné seźony a tak lze zpřesnit předpověď spotřeby. (cs)
Title
  • Reccurent Neural Networks based Gating for Natural Gas Load Prediction System
  • Reccurent Neural Networks based Gating for Natural Gas Load Prediction System (en)
  • Využití rekurentních neuronových sítí pro predikci spotřeby zemního plynu (cs)
skos:prefLabel
  • Reccurent Neural Networks based Gating for Natural Gas Load Prediction System
  • Reccurent Neural Networks based Gating for Natural Gas Load Prediction System (en)
  • Využití rekurentních neuronových sítí pro predikci spotřeby zemního plynu (cs)
skos:notation
  • RIV/67985807:_____/06:00041052!RIV07-AV0-67985807
http://linked.open.../vavai/riv/strany
  • 7127;7132
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(1ET400300513), Z(AV0Z10300504)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 496596
http://linked.open...ai/riv/idVysledku
  • RIV/67985807:_____/06:00041052
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • natural gas consumption modeling; gating systems; seasonality (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [7E5CF8C787C3]
http://linked.open...v/mistoKonaniAkce
  • Vancouver
http://linked.open...i/riv/mistoVydani
  • Madison
http://linked.open...i/riv/nazevZdroje
  • International Joint Conference on Neural Networks
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Brabec, Tomáš
  • Šimůnek, Milan
  • Musílek, Petr
  • Pelikán, Emil
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • Omnipress
https://schema.org/isbn
  • 0-7803-9490-9
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