Understanding Data Heterogeneity in the Context of Cyber-Physical Systems Integration

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21730%2F17%3A00306604" target="_blank" >RIV/68407700:21730/17:00306604 - isvavai.cz</a>

Výsledek na webu

<a href="https://doi.org/10.1109/TII.2016.2596101" target="_blank" >https://doi.org/10.1109/TII.2016.2596101</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1109/TII.2016.2596101" target="_blank" >10.1109/TII.2016.2596101</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Understanding Data Heterogeneity in the Context of Cyber-Physical Systems Integration

Popis výsledku v původním jazyce

The current gradual adoption of the Industry 4.0 is the research trend that includes more intensive utilization of Cyber-Physical Systems. The computerization of manufacturing will bring many advantages but it is needed to face the heterogeneity problem during an integration of various CPSs for enabling this progress. In this paper we describe various types of heterogeneity with emphasis to a semantic heterogeneity. The Cyber-Physical Systems integration problem is classified into two different challenges. Next, we introduce the approach and the implementation of the semantic heterogeneity reduction with the focus on using Semantic Web technologies for a data integration. Then, the Big Data approach is described for facilitating the implementation. Finally, the possible solution is demonstrated on our proposed Semantic Big Data Historian.

Název v anglickém jazyce

Understanding Data Heterogeneity in the Context of Cyber-Physical Systems Integration

Popis výsledku anglicky

The current gradual adoption of the Industry 4.0 is the research trend that includes more intensive utilization of Cyber-Physical Systems. The computerization of manufacturing will bring many advantages but it is needed to face the heterogeneity problem during an integration of various CPSs for enabling this progress. In this paper we describe various types of heterogeneity with emphasis to a semantic heterogeneity. The Cyber-Physical Systems integration problem is classified into two different challenges. Next, we introduce the approach and the implementation of the semantic heterogeneity reduction with the focus on using Semantic Web technologies for a data integration. Then, the Big Data approach is described for facilitating the implementation. Finally, the possible solution is demonstrated on our proposed Semantic Big Data Historian.

Druh

J_imp - Článek v periodiku v databázi Web of Science

CEP obor

—

OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

—

Návaznosti

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění

2017

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název periodika

IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS

ISSN

1551-3203

e-ISSN

1941-0050

Svazek periodika

13

Číslo periodika v rámci svazku

2

Stát vydavatele periodika

US - Spojené státy americké

Počet stran výsledku

8

Strana od-do

660-667

Kód UT WoS článku

000399961500025

EID výsledku v databázi Scopus

2-s2.0-85018169091