Optimization of DC - DC boost converter using fuzzy logic controller

DC-DC converters are electronic devices used to change DC electrical power efficiently from one voltage level to another. Operation of the switching devices causes the inherently nonlinear characteristic of the DC-DC converters including one known as the Boost converter. Consequently, this con...

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Main Author: Soluman Ahtiwish, Aimen Khalifa
Format: Thesis
Language:English
English
English
Published: 2013
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spelling my.uthm.eprints.18852021-10-12T04:25:54Z http://eprints.uthm.edu.my/1885/ Optimization of DC - DC boost converter using fuzzy logic controller Soluman Ahtiwish, Aimen Khalifa TK Electrical engineering. Electronics Nuclear engineering TK7800-8360 Electronics DC-DC converters are electronic devices used to change DC electrical power efficiently from one voltage level to another. Operation of the switching devices causes the inherently nonlinear characteristic of the DC-DC converters including one known as the Boost converter. Consequently, this converter requires a controller with a high degree of dynamic response. Proportional-Integral- Differential (PID) controllers have been usually applied to the converters because of their simplicity. However, the main drawback of PID controller is unable to adapt and approach the best performance when applied to nonlinear system. It will sufer from dynamic response, produces overshoot, longer rise time and settling time which in turn will influenced the output voltage regulation of the Boost converter. Therefore, the implementation of practical Fuzzy Logic controller that will deal to the issue must be investigated. Fuzzy logic controller using voltage output as feedback for significantly improving the dynamic performance of boost dc-dc converter by using MATLAB@Simulink software. The design and calculation of the components especially for the inductor has been done to ensure the converter operates in continuous conduction mode. The evaluation of the output has been carried out and compared by software simulation using MATLAB software between the open loop and closed loop circuit between fuzzy logic control (FLC) and PID control. The simulation results are shown that voltage output is able to be control in steady state condition for DC-DC boost converter by using this methodology. Scope of this project limited only one types that is Triangle membership function for fuzzy logic control. 2013-01 Thesis NonPeerReviewed text en http://eprints.uthm.edu.my/1885/1/24p%20AIMEN%20KAHLIFA%20SOLUMAN%20AHTIEWSH.pdf text en http://eprints.uthm.edu.my/1885/2/AIMEN%20KAHLIFA%20SOLUMAN%20AHTIEWSH%20COPYRIGHT%20DECLARATION.pdf text en http://eprints.uthm.edu.my/1885/3/AIMEN%20KAHLIFA%20SOLUMAN%20AHTIEWSH%20WATERMARK.pdf Soluman Ahtiwish, Aimen Khalifa (2013) Optimization of DC - DC boost converter using fuzzy logic controller. Masters thesis, Universiti Tun Hussein Onn Malaysia.
institution Universiti Tun Hussein Onn Malaysia
building UTHM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Tun Hussein Onn Malaysia
content_source UTHM Institutional Repository
url_provider http://eprints.uthm.edu.my/
language English
English
English
topic TK Electrical engineering. Electronics Nuclear engineering
TK7800-8360 Electronics
spellingShingle TK Electrical engineering. Electronics Nuclear engineering
TK7800-8360 Electronics
Soluman Ahtiwish, Aimen Khalifa
Optimization of DC - DC boost converter using fuzzy logic controller
description DC-DC converters are electronic devices used to change DC electrical power efficiently from one voltage level to another. Operation of the switching devices causes the inherently nonlinear characteristic of the DC-DC converters including one known as the Boost converter. Consequently, this converter requires a controller with a high degree of dynamic response. Proportional-Integral- Differential (PID) controllers have been usually applied to the converters because of their simplicity. However, the main drawback of PID controller is unable to adapt and approach the best performance when applied to nonlinear system. It will sufer from dynamic response, produces overshoot, longer rise time and settling time which in turn will influenced the output voltage regulation of the Boost converter. Therefore, the implementation of practical Fuzzy Logic controller that will deal to the issue must be investigated. Fuzzy logic controller using voltage output as feedback for significantly improving the dynamic performance of boost dc-dc converter by using MATLAB@Simulink software. The design and calculation of the components especially for the inductor has been done to ensure the converter operates in continuous conduction mode. The evaluation of the output has been carried out and compared by software simulation using MATLAB software between the open loop and closed loop circuit between fuzzy logic control (FLC) and PID control. The simulation results are shown that voltage output is able to be control in steady state condition for DC-DC boost converter by using this methodology. Scope of this project limited only one types that is Triangle membership function for fuzzy logic control.
format Thesis
author Soluman Ahtiwish, Aimen Khalifa
author_facet Soluman Ahtiwish, Aimen Khalifa
author_sort Soluman Ahtiwish, Aimen Khalifa
title Optimization of DC - DC boost converter using fuzzy logic controller
title_short Optimization of DC - DC boost converter using fuzzy logic controller
title_full Optimization of DC - DC boost converter using fuzzy logic controller
title_fullStr Optimization of DC - DC boost converter using fuzzy logic controller
title_full_unstemmed Optimization of DC - DC boost converter using fuzzy logic controller
title_sort optimization of dc - dc boost converter using fuzzy logic controller
publishDate 2013
url http://eprints.uthm.edu.my/1885/1/24p%20AIMEN%20KAHLIFA%20SOLUMAN%20AHTIEWSH.pdf
http://eprints.uthm.edu.my/1885/2/AIMEN%20KAHLIFA%20SOLUMAN%20AHTIEWSH%20COPYRIGHT%20DECLARATION.pdf
http://eprints.uthm.edu.my/1885/3/AIMEN%20KAHLIFA%20SOLUMAN%20AHTIEWSH%20WATERMARK.pdf
http://eprints.uthm.edu.my/1885/
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score 13.18916