Intelligent turbogenerator controller based on artifical neural network

Hocine Tiliouine

Intelligent turbogenerator controller based on artifical neural network

Abstract

The paper presents a desing of an intelligent controller based on neural network (ICNN). The ICNN ensures at the same time two fundamental functions : the maintaining of generator voltage at the desired value and the damping of the electromechanical oscillations. Its performance is evaluted on a single machine infinite bus power system through computer simulations. The dynamic and transient operation of the proposed controller is compared with the operation of the conventional excitation control system composed of a conventional automatic power system stabilizer (CPSS) as recommended in the IEEE standard. The proposed ICNN exhibits better performance.

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Hocine Tiliouine dr inż.

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Category:: Articles
Type:: artykuły w czasopismach recenzowanych i innych wydawnictwach ciągłych
Published in:: Measurement Automation Monitoring pages 244 - 248,
ISSN: 2450-2855
Language:: English
Publication year:: 2011
Bibliographic description:: Tiliouine H.: Intelligent turbogenerator controller based on artifical neural network// Pomiary Automatyka Kontrola. -., nr. nr 3 (2011), s.244-248
Verified by:: Gdańsk University of Technology