Rekabentuk penstabil sistem kuasa saraf - kabur bersepadu berkomputer untuk set alternator mikro

A Power System Stabilizer is a control system that is used to reduce low frequency oscillation which occurs in a system interconnection that is caused by disturbances. Control methodology; Fuzzy Logic, Neural Network, Self tuning Proportional Integral Differential, Fuzzy Logic Proportional Integral...

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Main Author: Jamaan, Saiful
Format: Thesis
Language:English
Published: 2009
Subjects:
Online Access:http://eprints.utm.my/id/eprint/16995/1/SaifulJamaanPFKE2008.pdf
http://eprints.utm.my/id/eprint/16995/
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Institution: Universiti Teknologi Malaysia
Language: English
id my.utm.16995
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spelling my.utm.169952018-06-25T09:00:04Z http://eprints.utm.my/id/eprint/16995/ Rekabentuk penstabil sistem kuasa saraf - kabur bersepadu berkomputer untuk set alternator mikro Jamaan, Saiful TK Electrical engineering. Electronics Nuclear engineering A Power System Stabilizer is a control system that is used to reduce low frequency oscillation which occurs in a system interconnection that is caused by disturbances. Control methodology; Fuzzy Logic, Neural Network, Self tuning Proportional Integral Differential, Fuzzy Logic Proportional Integral Differential, and Fuzzy Logic which is tuned by neural network system had been used in the power system interconnection. The disadvantage is that it took more time to reduce oscillation and stabilize the system after disturbances or a huge sudden load change. It can cause the generator to be out off synchronization, affecting the transmit Power System Stabilizer of the electric power. Digitally integrated Fuzzy logic control system and artificial neural network has been developed to overcome the disadvantage and in order to obtain a better dynamic characteristic. Digital control hardware is consist of Analogue to Digital Converter, Digital to Analogue Converter, synchronizing hardware and operational hardware had been made for this research. The developed Power System Stabilizer has been tested in Makmal Kuasa Lanjut, Faculty of Electrical Engineering, Universiti Teknologi Malaysia. Electric Power Generator that had been used is a set of micro alternator which consist of 3.5 kW synchronous generator and a 5 kW direct current motor that has been connected to infinite bus. An computerized integrated fuzzy logic and neural control system method is used. From the test for sudden load change and a power transmission that is changed, it was found out that the used integrated fuzzy logic and neural control gave about 5 - 10% improvement of output characteristic average as compared to existing control system. 2009 Thesis NonPeerReviewed application/pdf en http://eprints.utm.my/id/eprint/16995/1/SaifulJamaanPFKE2008.pdf Jamaan, Saiful (2009) Rekabentuk penstabil sistem kuasa saraf - kabur bersepadu berkomputer untuk set alternator mikro. PhD thesis, Universiti Teknologi Malaysia, Faculty of Electrical Engineering.
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic TK Electrical engineering. Electronics Nuclear engineering
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
Jamaan, Saiful
Rekabentuk penstabil sistem kuasa saraf - kabur bersepadu berkomputer untuk set alternator mikro
description A Power System Stabilizer is a control system that is used to reduce low frequency oscillation which occurs in a system interconnection that is caused by disturbances. Control methodology; Fuzzy Logic, Neural Network, Self tuning Proportional Integral Differential, Fuzzy Logic Proportional Integral Differential, and Fuzzy Logic which is tuned by neural network system had been used in the power system interconnection. The disadvantage is that it took more time to reduce oscillation and stabilize the system after disturbances or a huge sudden load change. It can cause the generator to be out off synchronization, affecting the transmit Power System Stabilizer of the electric power. Digitally integrated Fuzzy logic control system and artificial neural network has been developed to overcome the disadvantage and in order to obtain a better dynamic characteristic. Digital control hardware is consist of Analogue to Digital Converter, Digital to Analogue Converter, synchronizing hardware and operational hardware had been made for this research. The developed Power System Stabilizer has been tested in Makmal Kuasa Lanjut, Faculty of Electrical Engineering, Universiti Teknologi Malaysia. Electric Power Generator that had been used is a set of micro alternator which consist of 3.5 kW synchronous generator and a 5 kW direct current motor that has been connected to infinite bus. An computerized integrated fuzzy logic and neural control system method is used. From the test for sudden load change and a power transmission that is changed, it was found out that the used integrated fuzzy logic and neural control gave about 5 - 10% improvement of output characteristic average as compared to existing control system.
format Thesis
author Jamaan, Saiful
author_facet Jamaan, Saiful
author_sort Jamaan, Saiful
title Rekabentuk penstabil sistem kuasa saraf - kabur bersepadu berkomputer untuk set alternator mikro
title_short Rekabentuk penstabil sistem kuasa saraf - kabur bersepadu berkomputer untuk set alternator mikro
title_full Rekabentuk penstabil sistem kuasa saraf - kabur bersepadu berkomputer untuk set alternator mikro
title_fullStr Rekabentuk penstabil sistem kuasa saraf - kabur bersepadu berkomputer untuk set alternator mikro
title_full_unstemmed Rekabentuk penstabil sistem kuasa saraf - kabur bersepadu berkomputer untuk set alternator mikro
title_sort rekabentuk penstabil sistem kuasa saraf - kabur bersepadu berkomputer untuk set alternator mikro
publishDate 2009
url http://eprints.utm.my/id/eprint/16995/1/SaifulJamaanPFKE2008.pdf
http://eprints.utm.my/id/eprint/16995/
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