Output voltage regulation for DC-DC boost converter using takagi-sugeno fuzzy cerebellar model articulation control

機構典藏 > College of Engineering > Graduate Institute & Department of Electrical Engineering > Thesis > Item 987654321/94538

Please use this identifier to cite or link to this item: https://tkuir.lib.tku.edu.tw/dspace/handle/987654321/94538

Title:	Output voltage regulation for DC-DC boost converter using takagi-sugeno fuzzy cerebellar model articulation control
Other Titles:	使用T-S模糊小腦控制DC-DC昇壓式轉換器之輸出電壓調節
Authors:	王得丞;Wang, Dei-Cheng
Contributors:	淡江大學電機工程學系碩士班劉寅春;Liu, Peter
Keywords:	T-S模糊;線性矩陣不等式;T-S fuzzy;Linear matrix inequalities;CMAC
Date:	2013
Issue Date:	2014-01-23 14:45:01 (UTC+8)
Abstract:	本論文提出使用T-S模糊小腦模型控制DC-DC升壓轉換器的輸出電壓調節。模糊和非線性系統控制理論，是我們實現DC-DC升壓轉換器的基礎。T-S CMAC設計的靈感來自於PDC設計控制增益和權重值成一個單一的向量擴充與T-S模糊和CMAC相似。這種方法的優點有三個方面, 1) CMAC的初始權重提高了準確性 - 我們CMAC的權重使用從PDC設計的LMI解出的控制增益。2)基於LMI設計引入了自適應能力CMAC的設計允許時變參數在系統中。3) 放寬對系統不確定性的假設, 我們放棄去假設一個系統不確定性嚴格上限為已知。 We propose a output voltage regulation for DC-DC boost converter using Takagi-Sugeno fuzzy cerebellar model articulation control (T-S CMAC). The theory control for fuzzy and nonlinear systems is our mainly theory to implement the DC-DC Boost converter. The T-S CMAC design is inspired by the architectural similarity of the T-S fuzzy and CMAC where the PDC design control gains and weighting parameter are augmented into a single vector. The advantages of this approach are three fold, i) increases accuracy of CMAC initial weights - we assign the initial weights of CMAC using the control gains solved by the LMIs from the PDC design; and ii) introduces adaptive ability in LMI-based design - the CMAC design allows time-varying parameters in the system; and iii) relaxes assumption on system uncertainty - we drop the assumption that a strict upper bound on system uncertainty is known.
Appears in Collections:	[Graduate Institute & Department of Electrical Engineering] Thesis

Files in This Item:

File	Size	Format
index.html	0Kb	HTML	305	View/Open

Loading...