Decision support and maintenance system for natural hazards, processes and equipment monitoring

Michał Kozielski; Marek Sikora; Łukasz Wróbel

doi:10.17531/ein.2016.2.9

Decision support and maintenance system for natural hazards, processes and equipment monitoring

Przetłumaczony tytuł wkładu: System wspomagania decyzji dla monitorowania zagrożeń naturalnych, procesów i urządzeń

Katedra Sieci i Systemów Komputerowych (RAU/RAU9)

Institute of Innovative Technologies EMAG

Wyniki badań: Wkład do czasopisma › Artykuł › recenzja

6 Cytowania z bazy Scopus

Abstrakt

This paper presents the DISESOR integrated decision support system and its applications. The system integrates data from different monitoring and dispatching systems and contains such modules as data preparation and cleaning, analytical, prediction and expert system. Architecture of the system is presented in the paper and a special focus is put on the presentation of two issues: data integration and cleaning, and creation of prediction model. The work contains also two case studies presenting the examples of the system application.

Przetłumaczony tytuł wkładu	System wspomagania decyzji dla monitorowania zagrożeń naturalnych, procesów i urządzeń
Język oryginału	angielski
Strony (od–do)	218-228
Liczba stron	11
Czasopismo	Eksploatacja i Niezawodnosc
Tom	18
Numer wydania	2
Identyfikatory DOI	https://doi.org/10.17531/ein.2016.2.9
Status publikacji	Opublikowano - 2016

Obszary tematyczne ASJC Scopus

Bezpieczeństwo, ryzyko, niezawodność i jakość
Inżynieria przemysłowa i produkcyjna

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10.17531/ein.2016.2.9

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Cytowanie

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title = "Decision support and maintenance system for natural hazards, processes and equipment monitoring",

abstract = "This paper presents the DISESOR integrated decision support system and its applications. The system integrates data from different monitoring and dispatching systems and contains such modules as data preparation and cleaning, analytical, prediction and expert system. Architecture of the system is presented in the paper and a special focus is put on the presentation of two issues: data integration and cleaning, and creation of prediction model. The work contains also two case studies presenting the examples of the system application.",

keywords = "Data cleaning, Decision support system, Device monitoring, Expert system, Hazard, Prediction, Process monitoring",

author = "Micha{\l} Kozielski and Marek Sikora and {\L}ukasz Wr{\'o}bel",

year = "2016",

doi = "10.17531/ein.2016.2.9",

language = "English",

volume = "18",

pages = "218--228",

journal = "Eksploatacja i Niezawodnosc",

issn = "1507-2711",

publisher = "Polish Maintanace Society",

number = "2",

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TY - JOUR

T1 - Decision support and maintenance system for natural hazards, processes and equipment monitoring

AU - Kozielski, Michał

AU - Sikora, Marek

AU - Wróbel, Łukasz

PY - 2016

Y1 - 2016

N2 - This paper presents the DISESOR integrated decision support system and its applications. The system integrates data from different monitoring and dispatching systems and contains such modules as data preparation and cleaning, analytical, prediction and expert system. Architecture of the system is presented in the paper and a special focus is put on the presentation of two issues: data integration and cleaning, and creation of prediction model. The work contains also two case studies presenting the examples of the system application.

AB - This paper presents the DISESOR integrated decision support system and its applications. The system integrates data from different monitoring and dispatching systems and contains such modules as data preparation and cleaning, analytical, prediction and expert system. Architecture of the system is presented in the paper and a special focus is put on the presentation of two issues: data integration and cleaning, and creation of prediction model. The work contains also two case studies presenting the examples of the system application.

KW - Data cleaning

KW - Decision support system

KW - Device monitoring

KW - Expert system

KW - Hazard

KW - Prediction

KW - Process monitoring

UR - https://www.scopus.com/pages/publications/84961828023

U2 - 10.17531/ein.2016.2.9

DO - 10.17531/ein.2016.2.9

M3 - Article

AN - SCOPUS:84961828023

SN - 1507-2711

VL - 18

SP - 218

EP - 228

JO - Eksploatacja i Niezawodnosc

JF - Eksploatacja i Niezawodnosc

IS - 2

ER -

Decision support and maintenance system for natural hazards, processes and equipment monitoring

Abstrakt

Obszary tematyczne ASJC Scopus

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