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研究生: 鄭子軒
Zi-Xuan Zheng
論文名稱: 基於粒子群演算法應用於儲能系統之寬範圍併網型雙向電能轉換器研製
Development of Wide-Range Grid-Connected Bidirectional Power Conversion System for Energy Storage System using Particle Swarm Optimization Algorithm
指導教授: 林長華
Chang-Hua Lin
口試委員: 劉添華
黃仲欽
劉華棟
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: 2023
畢業學年度: 112
語文別: 中文
論文頁數: 210
中文關鍵詞: 電池儲能系統寬範圍諧振轉換器併網型變流器粒子群演算法削 峰填谷
外文關鍵詞: Battery Energy Storage System, Wide-range Resonant Converter, Grid Connected Inverter, Particle Swarm Optimization, Peak Shaving and Valley Filling
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  • 本文研製一組應用於住宅型電池儲能系統的雙向電能轉換器,其中包括雙向直流-直流轉換器和雙向直流-交流轉換器。首先,所提雙向直流-直流轉換器採用CLLLC諧振電路架構,同時結合變頻控制和相移控制,以實現電池模組的寬電壓變動範圍。其次,雙向直流-交流轉換器是以單相全橋架構及LC濾波電路為基礎,透過數位鎖相迴路同步市電電網相位,成功實現雙向電能轉換並饋入單相交流市電電網。以上二者皆以數位控制器作為控制核心,並搭配無線通訊模組實現與人機介面之間的雙向資料傳輸。
    再者,本文使用粒子群演算法進行搜尋雙向電能轉換器的控制器參數,並與傳統的參數設計方式進行比較,以優化雙向直流-直流轉換器的負載切換響應時間與雙向直流-直流轉換器的總電流失真率。最後,將所研製之電池儲能系統應用於住宅社區的用電負載曲線,並進行削峰填谷的控制策略實測,以驗證了用電戶端用電負載曲線的平滑效果,並與未使用儲能系統的總用電費用進行比較。
    綜上所述,本文研製一寬範圍併網型雙向電能轉換器,並使用粒子群演算法搜尋控制器參數,以實現雙向電能轉換器效能的優化。最後,系統實現削峰填谷的控制策略,並驗證用電曲線的平滑化效果。


    This thesis presents a bidirectional power converter for residential battery energy storage systems, consisting of a bidirectional DC/DC converters and bidirectional DC/AC converters. Firstly, the proposed bidirectional DC/DC converter adopts a CLLLC resonant topology along with hybrid control of frequency modulation and phase-shift control to achieve wide voltage range regulation for the battery module. Secondly, the bidirectional DC/AC converter utilizes a single-phase full-bridge topology with an LC filter, and synchronizes with the grid via a digital phase-locked loop to enable bidirectional power transfer to the AC grid. Both converters utilize digital controllers as the control core and incorporate wireless communication modules for bidirectional data transmission with the human-machine interface.
    Furthermore, particle swarm optimization algorithm is applied to search for the controller parameters of the bidirectional power converter. A comparison is made with traditional parameter design methods to optimize the load switch response time of the bidirectional DC/DC converter and the total current harmonic distortion of the bidirectional DC/AC converter. Finally, the developed battery energy storage system is applied to the power load curve in residential communities, implementing a peak shaving and valley filling control strategy. The smooth effect of the power load curve is verified, and a comparison is made with the total electricity cost of the system without energy storage.
    In summary, this thesis presents the development of a wide-range grid-connected bidirectional power converter, utilizing the particle swarm optimization algorithm to enhance converter performance. The system successfully implements a peak shaving and valley filling control strategy, validating the smoothing effect on the power load curve for residential application.

    摘要 I Abstract II 誌謝 IV 目錄 V 圖目錄 IX 表目錄 XVII 第一章 緒論 1 1.1 研究背景 1 1.2 文獻探討 3 1.3 論文架構 17 第二章 住宅型儲能系統介紹 18 2.1 住宅型儲能系統架構 18 2.2 儲能系統之儲能裝置 19 2.2.1 鋰電池種類與規格 19 2.2.2 電池電量狀態 20 2.2.3 電池平衡技術 21 2.2.4 電池充放電方式 21 2.3 雙向電能轉換器介紹與分析 22 2.3.1 雙向直流-直流轉換器介紹與分析 24 2.3.2 雙向直流-交流轉換器介紹與分析 64 2.4 控制器介紹 80 2.4.1 比例積分控制器 80 2.4.2 比例諧振控制器 82 2.4.3 控制器參數調整法 86 2.5 削峰填谷策略 96 第三章 系統規格與設計考量 98 3.1 雙向電能轉換器規格 98 3.2 雙向直流-直流轉換器參數設計 99 3.2.1 電路元件參數設計 99 3.2.2 控制器參數設計 104 3.3 雙向直流-交流轉換器參數設計 108 3.3.1 電路元件參數設計 108 3.3.2 控制器參數設計 111 第四章 數位控制器與週邊電路設計 118 4.1 數位控制器簡介 118 4.2 數位控制器PIC32MK0512MCJ064介紹 119 4.3 數位控制器與週邊電路整合 122 4.3.1 功率開關驅動電路 122 4.3.2 回授電路 123 4.4 通訊介面 126 4.4.1 非同步收發傳輸器 127 4.4.2 無線通訊技術介紹 128 4.4.3 Modbus通訊協定 131 4.5 人機介面設計與實現 138 4.5.1 後端技術介紹 139 4.5.2 前端技術介紹 141 第五章 系統控制策略與流程 142 5.1 雙向電能轉換器操作模式 142 5.1.1 定電流儲能模式 143 5.1.2 定電壓儲能模式 146 5.1.3 定電流釋能模式 150 5.1.4 停機模式 153 5.2 削峰填谷策略 155 5.2.1 用電負載曲線說明 155 5.2.2 負載等比例降額說明 156 5.2.3 電價計費說明 157 5.2.4 系統功率平衡原則 159 5.2.5 系統部件傳輸功率原則 160 5.2.6 電池儲能系統電量狀態範圍原則 161 5.2.7 電池儲能系統電量狀態平衡原則 161 5.3 系統控制流程 162 第六章 系統模擬與實測結果 166 6.1 系統模擬與實測結果 166 6.1.1 電路元件參數 166 6.1.2 系統之模擬環境 169 6.1.3 系統模擬波形 170 6.1.4 系統之實測環境 177 6.1.5 系統實測波形 178 6.2 粒子群演算法與傳統PID控制之實測比較 185 6.2.1 雙向直流-直流轉換器 185 6.2.2 雙向直流-交流轉換器 190 6.3 削峰填谷之實測結果 197 第七章 結論與未來展望 199 7.1 結論 199 7.2 未來展望 200 參考文獻 201

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