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研究生: 劉俊良
Chun-Liang Liu
論文名稱: 以模糊控制為基礎之太陽能最大功率追蹤演算法研究
Research on the Fuzzy-Control based Maximum Power Point Tracking Technology for Photovoltaic System
指導教授: 劉益華
Yi-Hua Liu
口試委員: 羅有綱
Yu-Kang Lo
郭見隆
Jian-Long Kuo
鄧人豪
Jen-Hao Teng
王順忠
Shun-Chung Wang
學位類別: 碩士
Master
系所名稱: 電資學院 - 電機工程系
Department of Electrical Engineering
論文出版年: 2011
畢業學年度: 99
語文別: 中文
論文頁數: 87
中文關鍵詞: 模糊控制最大功率追蹤擾動觀察法
外文關鍵詞: Fuzzy control, MPPT, P&O algorithms
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  • 近年來能源短缺及環保意識抬頭,太陽能電池的應用越來越廣泛,如何讓太陽能電池發揮最大的使用效能,即為目前太陽能相關技術最重要的課題。影響太陽能電池的效能重要之因素分別為太陽能電池的半導體製程技術與最大功率追蹤技術。本文將提出以模糊控制為基礎之太陽能最大功率追蹤系統演算法研究,並於文中對硬體及韌體部分做詳細介紹,本文中功率電路是使用升壓式轉換器,韌體部分則是使用Microchip公司所推出的dsPIC微處理器來實現數位控制器,為了取得太陽能最大功率追蹤效果的資訊,本文選用國家儀器公司National Instruments所開發的LabVIEW做為人機介面來監控並記錄狀態資料。本文中所使用之模糊演算法是依據太陽能電池之輸入功率與輸入電壓來調整責任週期;並且實現傳統擾動觀察法與本文提出的模糊控制法做實驗比較,根據實驗結果,本文所實現之太陽能最大功率追蹤系統確實可提升穩態時的效能及暫態時之追蹤速度。


    The ever-increasing demand for low-cost energy and growing concern about environmental issues has generated huge interest in the utilization of alternative energy sources such as the solar energy. A photovoltaic cell (PV cell) is a specialized semiconductor diode and can be utilized to convert the freely and abundantly available solar energy into electrical energy. One of the major advantages of PV cell is the fact that it is non-polluting, requiring only real estate in order to function. Another advantage is the fact that solar energy is unlimited. Once a photovoltaic system has been installed, it can provide energy at essentially no cost for years, and with minimal maintenance. A major challenge for using the PV cell is that its I–V characteristics is nonlinear, which result in a unique maximum power point (MPP) on its P–V curve. This matter is further complicated due to the dependence of these characteristics on solar irradiation and temperature. Therefore, a maximum power point tracking (MPPT) technology is essential for PV system.
    In this thesis, a fuzzy-control based MPPT algorithm is proposed. By using the deviation of power (△P) and the deviation of voltage (△V) as the fuzzy controller input,the required control variable (duty cycle) can be deduced. In this thesis, the power stage of the PV system is the boost converter and the firmware is implemented using the dsPIC digital signal controller (DSC) from Microchip. In order to validate the correctness of the proposed algorithm, a graphical user interface (GUI) is also presented to monitor and record the operating status of the proposed PV system. According to the experimental results, the proposed system can improve the tracking speed and the steady state performance of the MPPT comparing to conventional fixed-step perturb and observe (P&O) method.

    摘要 I Abstract II 誌謝 IV 目錄 V 圖目錄 VIII 表目錄 XI 第一章 緒論 1 1.1 前言 1 1.2 研究動機與目的 2 1.3太陽能最大功率追蹤系統架構 3 1.4 論文大綱 3 第二章 太陽能電池介紹 5 2.1 太陽能電池簡介 5 2.2 太陽能電池種類 6 2.3 太陽能電池電氣特性 7 第三章 太陽能最大功率追蹤技術 11 3.1 最大功率追蹤簡介 11 3.2 最大功率追蹤技術 11 3.2.1 電壓回授法 11 3.2.2 功率回授法 12 3.2.3 擾動觀察法 13 3.2.4 增量電導法 15 3.2.5 實際量測法 18 3.2.6 直線近似法 18 3.2.7 模糊控制法 19 3.2.8 各種演算法之比較 19 第四章 太陽能最大功率追蹤系統之硬體架構 22 4.1 升壓式轉換器簡介 23 4.2 升壓式轉換器原理 24 4.3 升壓式轉換器元件值設計 27 第五章 最大功率追蹤韌體架構 32 5.1 dsPIC30F2020簡介 33 5.2 數位濾波器 35 5.2.1 濾波器簡介 35 5.2.2 有限脈衝響應濾波器設計 38 5.2.3 數位濾波器演算法 41 5.2.4 數位濾波器程式流程圖 44 5.3 本文使用之擾動觀察法程式設計 46 5.4 模糊控制器 48 5.4.1 模糊理論簡介 48 5.4.2 模糊控制器簡介 49 5.4.3 本文使用之模糊控制器設計 51 5.4.4 模糊控制器程式流程 55 5.5 監控介面 58 5.5.1 LabVIEW簡介 58 5.5.2 監控介面程式 59 第六章 實驗結論 61 6.1 實驗使用之硬體介紹 61 6.1.1 實驗環境 61 6.1.2 科風公司PPV-175M6太陽能模組介紹 62 6.1.3 太陽能模擬機E4361A介紹 64 6.1.4 照度計TES-1339R介紹 65 6.2 擾動觀察法之最大功率實驗波形 66 6.2.1 模擬機實測波形 66 6.2.2 太陽能板實測波形 70 6.3 模糊控制法之最大功率實驗波形 73 6.3.1 模擬機實測波形 73 6.3.2 太陽能板實測波形 75 6.4 實驗結果比較 78 第七章 結論與未來展望 81 7.1 結論 81 7.2 未來研究方向 81 參考文獻 83

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