Mendel University in Brno - list of publications


The following list contains all information available to the publication.

VALIS, D. -- HASILOVÁ, K. -- FORBELSKÁ, M. -- VINTR, Z. Reliability modelling and analysis of water distribution network based on backpropagation recursive processes with real field data. Measurement. 2020. v. 149, no. January, ISSN 0263-2241.

Original name:
Reliability modelling and analysis of water distribution network based on backpropagation recursive processes with real field data
Czech name:
Written by (author): D. Valis
Mgr. Kamila Hasilová, Ph.D.
RNDr. Marie Forbelská, Ph.D.
Zdeněk Vintr
Department:
Department of Statistics and Operation Analysis
Kind of publication:
article in a professional periodical
Periodical: Measurement
Nature of article:
paper
Volume no. (year):
149
Periodical number within the volume:
January
Year of publication:
2020
Starting page:
Up to page:
Number of pages:
14
Sub-specification:
článek je obsažen v databázi Web of Science
UT code by Web of Science:
EID code by Scopus:
Form of publication:
printed version
Original language: English
Description in original language:
Any water distribution network (WDN) is a key element in critical infrastructure. As time series data mining and modelling are developing apace, these provide promising tools for the research of water resources management. The aim of this article is to explain how incomplete information on the failures in water mains can be used and processed effectively. The data available and under investigation are the truncated failure field data of a regional water distribution network recorded during the last 15 years. We introduce the application of novel, non-trivial dynamic backpropagation recursive time-series models which are later successfully validated by the recorded data. Real field data of a WDN were used while these data were elaborated with a backpropagation Kalman recursor. The results can be used for predicting the reliability of a WDN, or as inputs into a water management system to optimise maintenance, crisis management and emergency planning.
Description in English:
Description in Czech:
Year of submission:
2020
Year of transmission:
RIV identification number:
 
Entry made by: Mgr. Kamila Zoufalá
Last change:
10/18/2019 09:14 (Mgr. Kamila Zoufalá)

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Source specification:

Measurement. Oxford: ISSN 0263-2241.

Original name:
Measurement
Czech name:
Written by (author):
Kind of publication:
magazine
ISSN:
0263-2241
Country of publisher:
United Kingdom of Great Britain and Northern Ireland
Place of publishing: Oxford
Publisher: Elsevier Science Ltd.
URL:
Reviewed magazine:
no
Original language: English
Description in original language:
Description in English:
Description in Czech:
 
Entry made by:
Last change:
08/09/2019 10:41 (Šárka Novotná)

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