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dc.contributor.authorCHANG, YA-LINGen_US
dc.description.abstract本論文旨在發展適應穩定廣義預測控制之方法學,以及探討其在氣冷式小型空調系統冰水機組之變頻冰水泵浦轉速控制之應用,進而調整其冷凍循環系統熱交換速率,以致達成冷藏庫內溫度追蹤理想溫度軌跡之目的。為達到良好的溫度控制效果,本文提出二種預測控制策略:適應穩定廣義預測控制(Adaptive Stable Generalized Predictive Control)及模糊模型化之適應穩定廣義預測控制(Adaptive Stable Generalized Predictive Control with Fuzzy Modeling)。經由不同受控體之電腦模擬與空調系統溫度控制之實驗結果證明所提控制策略具穩定性、抗干擾能力與溫度軌跡追蹤能力。zh_TW
dc.description.abstractThis thesis aims at developing methodologies and techniques for adaptive stable generalized predictive control of small air conditioning systems. Such techniques are used to control the rotational speed of pump of ice-water machine of small air-condition system with air-cooling, thereby adjusting the rate of heat exchange for the cold store in a refrigerated circulatory system in order to accomplish temperature set-point tracking. To achieve satisfactory temperature control performance, two predictive control strategies, adaptive stable generalized predictive control and adaptive stable generalized predictive control with fuzzy modeling, are proposed. Computer simulations for several industrial processes and experimental results of temperature control in the air-condition system show that both the two proposed control methods have been proven to be capable of stability, disturbance rejection capability and good tracking performance.en_US
dc.description.tableofcontents中文摘要 i 英文摘要 ii 誌謝 iii 目錄 iv 圖目錄 vii 表目錄 xi 第一章 緒論 1 1.1前言 1 1.2文獻回顧 1 1.3研究動機與目標 4 1.4論文大綱 6 第二章 適應穩定廣義預測控制 7 2.1簡介 7 2.2數學模型與參數估測 7 2.2.1系統架構之鑑別(數學模型之建立) 8 2.2.2未知參數之估測 10 2.3適應穩定廣義預測控制 12 2.3.1相關數學定義 13 2.3.2穩定的迴授迴路 14 2.3.3預測方程式 17 2.3.4控制策略 18 2.3.5適應穩定廣義預測控制演算法 21 2.4電腦模擬與討論 22 2.5本章結論 30 第三章 模糊模型化之適應穩定廣義預測控制 31 3.1簡介 31 3.2模糊模型化之數學模型與參數估測 32 3.2.1模糊模型化之數學模型 32 3.2.2模糊模型化之前件部參數估測 35 3.2.3模糊模型化之後件部參數估測 36 3.3模糊模型化之適應穩定廣義預測控制 39 演算法 40 3.4電腦模擬與討論 42 3.5本章結論 55 第四章 空調系統之建立與溫度控制實驗 56 4.1簡介 56 4.2實驗架構 57 4.3實驗結果與討論 63 4.4本章結論 71 第五章 總結與建議 72 5.1總結 72 5.2建議 73 參考文獻 75zh_TW
dc.titleAdaptive Stable Generalized Predictive Temperature Control for Air Conditioning Systemen_US
dc.typeThesis and Dissertationzh_TW
item.openairetypeThesis and Dissertation-
item.fulltextno fulltext-
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