Application of predictive control methods for Radio telescope disk rotation control

Result code in IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F14%3A86088852" target="_blank" >RIV/61989100:27240/14:86088852 - isvavai.cz</a>

Alternative codes found

RIV/61989100:27740/14:86088852

Result on the web

<a href="http://dx.doi.org/10.1007/s00500-013-1168-6" target="_blank" >http://dx.doi.org/10.1007/s00500-013-1168-6</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/s00500-013-1168-6" target="_blank" >10.1007/s00500-013-1168-6</a>

Result language

angličtina

Original language name

Application of predictive control methods for Radio telescope disk rotation control

Original language description

Radio telescope (RT) installations are highly valuable assets and during the period of their service life they need regular repair and maintenance to be carried out for delivering satisfactory performance and minimizing downtime. Same down time can be expected during machinery usage. Constant control of telescope rotation angle is done manually using visual inspection of hardware. The accuracy of this procedure is very low, therefore, automation and computer control systems are required. With the growing automation technologies, predictive control can prove to be a better approach than the traditionally applied visual inspection policy and linear control models. In this paper, Irbene Radio telescope RT-16 disk rotation control motors are analysed usingcontrol voltage from the converters. Retrieved data from the small DC motor is used for the predictive control approach using two different methods: a neural network trained with Basic Levenberg-Marquardt method and a linear model. A mul

Czech name

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Czech description

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Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

IN - Informatics

OECD FORD branch

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Project

Result was created during the realization of more than one project. More information in the Projects tab.

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year

2014

Confidentiality

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

Name of the periodical

Soft computing

ISSN

1432-7643

e-ISSN

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Volume of the periodical

18

Issue of the periodical within the volume

4

Country of publishing house

US - UNITED STATES

Number of pages

10

Pages from-to

707-716

UT code for WoS article

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EID of the result in the Scopus database

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