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Description
| - In this paper we present a statistical approach to natural gas consumption estimation of individual residential and small commercial customers. The approach is based on nonlinear regression principles. Parameters are estimated using mainly two real data sets – ordinary (approximately annual) meter readings of almost all customers and additional (approximately monthly) meter readings designed and operated within the frame of cooperation between the Institute of Computer Science of the Czech Academy of Sciences (ICS) and the West Bohemian Gas Distribution Company, a part of the RWE Group (WBG). The model was tested on various data sets. It has broad applicability in many areas of gas industry.
- In this paper we present a statistical approach to natural gas consumption estimation of individual residential and small commercial customers. The approach is based on nonlinear regression principles. Parameters are estimated using mainly two real data sets – ordinary (approximately annual) meter readings of almost all customers and additional (approximately monthly) meter readings designed and operated within the frame of cooperation between the Institute of Computer Science of the Czech Academy of Sciences (ICS) and the West Bohemian Gas Distribution Company, a part of the RWE Group (WBG). The model was tested on various data sets. It has broad applicability in many areas of gas industry. (en)
- V článku je prezentován statistický přístup pro odhad spotřeby zemního plynu individuálních zákazníků v kategoriích domácnost a maloodběr. Model je založen na principech nelineární regrese. Parametry modelu jsou odhadovány na dvou reálných datových souborech - řádných (obvykle ročních) odečtech všech zákazníků a na mimořádných odečtech vybraného souboru prováděných v rámci spolupráce mezi Ústavem informatiky AV ČR a Západočeskou plynárenskou distribuční společností v měsíčních intervalech. Model byl testován na různých reálných datech a může být aplikován v řadě oblastí plynárenského průmyslu. (cs)
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Title
| - A Statistical Model for the Estimation of Natural Gas Consumption
- Statistický model pro odhad spotřeby zemního plynu (cs)
- A Statistical Model for the Estimation of Natural Gas Consumption (en)
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skos:prefLabel
| - A Statistical Model for the Estimation of Natural Gas Consumption
- Statistický model pro odhad spotřeby zemního plynu (cs)
- A Statistical Model for the Estimation of Natural Gas Consumption (en)
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skos:notation
| - RIV/67985807:_____/08:00093446!RIV08-AV0-67985807
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http://linked.open.../vavai/riv/strany
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http://linked.open...avai/riv/aktivita
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http://linked.open...avai/riv/aktivity
| - P(1ET400300513), Z(AV0Z10300504)
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http://linked.open...iv/cisloPeriodika
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http://linked.open...vai/riv/dodaniDat
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http://linked.open...aciTvurceVysledku
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http://linked.open.../riv/druhVysledku
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http://linked.open...iv/duvernostUdaju
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http://linked.open...titaPredkladatele
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http://linked.open...dnocenehoVysledku
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http://linked.open...ai/riv/idVysledku
| - RIV/67985807:_____/08:00093446
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http://linked.open...riv/jazykVysledku
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http://linked.open.../riv/klicovaSlova
| - nonlinear regression; gas consumption modeling (en)
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http://linked.open.../riv/klicoveSlovo
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http://linked.open...odStatuVydavatele
| - GB - Spojené království Velké Británie a Severního Irska
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http://linked.open...ontrolniKodProRIV
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http://linked.open...i/riv/nazevZdroje
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http://linked.open...in/vavai/riv/obor
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http://linked.open...ichTvurcuVysledku
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http://linked.open...cetTvurcuVysledku
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http://linked.open...vavai/riv/projekt
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http://linked.open...UplatneniVysledku
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http://linked.open...v/svazekPeriodika
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http://linked.open...iv/tvurceVysledku
| - Malý, Marek
- Eben, Kryštof
- Brabec, Marek
- Čermáková, Jana
- Konár, Ondřej
- Pelikán, Emil
- Vondráček, Jiří
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http://linked.open...n/vavai/riv/zamer
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issn
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number of pages
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