Fuzzy logic controller for a DC - Dc boost converter

This thesis focuses on creating and implementing a Fuzzy Logic-based controller as a control system to regulate the output of a DC-DC Boost Converter. An algorithm is developed based on a set of rules based on human expertise, linguistic and understanding. Fuzzy sets and triangular membership functi...

Full description

Saved in:
Bibliographic Details
Main Authors: Aragon, Erwin John D., Barlis, Robin Andrew N., Bernaldo, Rey Emmanuel D., Maranan, Manzell D.
Format: text
Language:English
Published: Animo Repository 2013
Online Access:https://animorepository.dlsu.edu.ph/etd_bachelors/10894
Tags: Add Tag
No Tags, Be the first to tag this record!
Institution: De La Salle University
Language: English
id oai:animorepository.dlsu.edu.ph:etd_bachelors-11539
record_format eprints
spelling oai:animorepository.dlsu.edu.ph:etd_bachelors-115392021-11-06T00:58:17Z Fuzzy logic controller for a DC - Dc boost converter Aragon, Erwin John D. Barlis, Robin Andrew N. Bernaldo, Rey Emmanuel D. Maranan, Manzell D. This thesis focuses on creating and implementing a Fuzzy Logic-based controller as a control system to regulate the output of a DC-DC Boost Converter. An algorithm is developed based on a set of rules based on human expertise, linguistic and understanding. Fuzzy sets and triangular membership functions are used to fuzzify crisp inputs coming from a feedback source. The fuzzified inputs will then undergo a fuzzy inference system, which is a set of rules used in calculations determining the crisp output. The crisp value in this thesis is the duty cycle, which controls the switching of the power transistor. Pulse width Modulation is used to dictate the value of the duty cycle which will also determine the boosted output voltage. This fuzzy logic algorithm will be implemented on a Field Programmable Gate Array (FPGA). The purpose of this thesis is to compare the performance of the Fuzzy Logic controller with a commercial Regulating Pulse Width Modulator integrated circuit used in Switching Regulators, and to prove that non-model based systems are robust and adaptive in contrast with model-based systems. 2013-01-01T08:00:00Z text https://animorepository.dlsu.edu.ph/etd_bachelors/10894 Bachelor's Theses English Animo Repository
institution De La Salle University
building De La Salle University Library
continent Asia
country Philippines
Philippines
content_provider De La Salle University Library
collection DLSU Institutional Repository
language English
description This thesis focuses on creating and implementing a Fuzzy Logic-based controller as a control system to regulate the output of a DC-DC Boost Converter. An algorithm is developed based on a set of rules based on human expertise, linguistic and understanding. Fuzzy sets and triangular membership functions are used to fuzzify crisp inputs coming from a feedback source. The fuzzified inputs will then undergo a fuzzy inference system, which is a set of rules used in calculations determining the crisp output. The crisp value in this thesis is the duty cycle, which controls the switching of the power transistor. Pulse width Modulation is used to dictate the value of the duty cycle which will also determine the boosted output voltage. This fuzzy logic algorithm will be implemented on a Field Programmable Gate Array (FPGA). The purpose of this thesis is to compare the performance of the Fuzzy Logic controller with a commercial Regulating Pulse Width Modulator integrated circuit used in Switching Regulators, and to prove that non-model based systems are robust and adaptive in contrast with model-based systems.
format text
author Aragon, Erwin John D.
Barlis, Robin Andrew N.
Bernaldo, Rey Emmanuel D.
Maranan, Manzell D.
spellingShingle Aragon, Erwin John D.
Barlis, Robin Andrew N.
Bernaldo, Rey Emmanuel D.
Maranan, Manzell D.
Fuzzy logic controller for a DC - Dc boost converter
author_facet Aragon, Erwin John D.
Barlis, Robin Andrew N.
Bernaldo, Rey Emmanuel D.
Maranan, Manzell D.
author_sort Aragon, Erwin John D.
title Fuzzy logic controller for a DC - Dc boost converter
title_short Fuzzy logic controller for a DC - Dc boost converter
title_full Fuzzy logic controller for a DC - Dc boost converter
title_fullStr Fuzzy logic controller for a DC - Dc boost converter
title_full_unstemmed Fuzzy logic controller for a DC - Dc boost converter
title_sort fuzzy logic controller for a dc - dc boost converter
publisher Animo Repository
publishDate 2013
url https://animorepository.dlsu.edu.ph/etd_bachelors/10894
_version_ 1772834794890067968