Advisory System for Operators of Complex Industrial Processes Exteded by Diagnostic Functions

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F49777513%3A23520%2F19%3A43955075" target="_blank" >RIV/49777513:23520/19:43955075 - isvavai.cz</a>

Výsledek na webu

<a href="http://medwelljournals.com/abstract/?doi=jeasci.2019.3506.3513" target="_blank" >http://medwelljournals.com/abstract/?doi=jeasci.2019.3506.3513</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.36478/JEASCI.2019.3506.3513" target="_blank" >10.36478/JEASCI.2019.3506.3513</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Advisory System for Operators of Complex Industrial Processes Exteded by Diagnostic Functions

Popis výsledku v původním jazyce

Operators of industrial processes face the complexity of the process usually. They have to set all appropriate parameters correctly to ensure requested performance and quality of production. This demanding task is additionally complicated by permanent changing of ambient conditions. A probabilistic advisory system was developed as a support tool for operators. The advisory system processes historical data, and concentrates the information about process behavior into a mixture of probability density functions. With the help of Bayesian statistics, the advisory system compares historical information to the actual working point of the process and generates advisory information on how to change current process settings in order to reach requested performance and quality of production.

Název v anglickém jazyce

Advisory System for Operators of Complex Industrial Processes Exteded by Diagnostic Functions

Popis výsledku anglicky

Operators of industrial processes face the complexity of the process usually. They have to set all appropriate parameters correctly to ensure requested performance and quality of production. This demanding task is additionally complicated by permanent changing of ambient conditions. A probabilistic advisory system was developed as a support tool for operators. The advisory system processes historical data, and concentrates the information about process behavior into a mixture of probability density functions. With the help of Bayesian statistics, the advisory system compares historical information to the actual working point of the process and generates advisory information on how to change current process settings in order to reach requested performance and quality of production.

Druh

J_SC - Článek v periodiku v databázi SCOPUS

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

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2019

Kód důvěrnosti údajů

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

Název periodika

Journal of Engineering and Applied Sciences

ISSN

1819-6608

e-ISSN

—

Svazek periodika

14

Číslo periodika v rámci svazku

11

Stát vydavatele periodika

AE - Spojené arabské emiráty

Počet stran výsledku

8

Strana od-do

3506-3513

Kód UT WoS článku

—

EID výsledku v databázi Scopus

2-s2.0-85109144203