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研究生: 汪淳竹
Wang, Chun-Zhu
論文名稱: 基於狀態變數與Hermite型置點法之移動最小二乘法求解波松問題
The Moving Least Square Methods Based on State Variables and Hermite Type Collocation for Solving Poisson's Equations
指導教授: 王永明
Wang, Yong-Ming
學位類別: 碩士
Master
系所名稱: 工學院 - 土木工程學系
Department of Civil Engineering
論文出版年: 2014
畢業學年度: 102
語文別: 中文
論文頁數: 130
中文關鍵詞: 移動最小二乘法無元素法波松方程式
外文關鍵詞: moving least square method, meshless method
相關次數: 點閱:86下載:1
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  • 本文使用狀態變數與Hermite型置點之移動最小二乘方法分析波松方程式包括穩態熱傳與二維勢能流問題。在狀態變數法中於局部區域建立場量變數與其一階導數之近似函數,利用移動最小二乘法,考慮節點上近似函數之殘值與邊界之殘值及控制方程之殘值,建立加權殘值二次式,使其最小,可得含有狀態變數之節點值表示的近似函數,再利用狀態變數的節點值與近似函數在節點上之近似值須滿足一致性之條件,利用置點法建立聯立方程式求解,可一次求解出主要變數與其一階導數的節點值。Hermite型置點在局部區域只建立主要變數近似函數,建立加權殘值二次式時,一樣只考慮主要函數之殘值,再加上邊界之殘值及控制方程之殘值,使其最小,得含有主要變數的節點值表示之近似函數,且利用變數節點值與近似函數之節點值須滿足一致性,在置點的同時將其一階導數也考慮進去,一樣可一次求得主要變數與其一階導數近似函數節之點值。
    本文數值範例中求解不同邊界條件之波松問題,並將求出之數值結果與解析解對照,驗證兩數值方法之精度及收斂率,並討論不同邊界條間對數值結果精度之影響。

    In this paper, we use the moving least square methods based on state variables and Hermite type collocation to solve the two-dimensional Poisson's equations, including the steady-state heat transfer and potential flow problems. The core concepts of the two numerical methods discussed in this paper are similar to the idea of Moving Least Squares Methods. Considering about governing equations, boundary conditions, and the minimal weighted sum of the approximation of state variables, the values of the approximate functions can be obtained. As a result, the accuracy of the numerical results is great.
    In the numerical examples, we solved Poisson's equations with various boundary conditions, and we compared the numerical results with exact solutions to examine the accuracy and the rate of convergence of the two methods. In this paper we also discuss the influence on numerical accuracy due to different boundary conditions.

    摘要 I Abstract II 誌謝 VII 目錄 VIII 表目錄 XI 圖目錄 XII 第一章 緒論 1 1.1前言 1 1.2無元素法的發展 1 1.3本文架構 4 第二章 控制方程式 5 2.1二維穩態熱傳導問題 5 2.2固體內部穩態之溫度分佈 7 2.2.1 無熱源之方形固體(本質型邊界) 7 2.2.2 無熱源之方形固體(本質型、自然型邊界條件混合) 8 2.2.3 有熱源之方形固體 8 2.2.4 有熱源之圓柱體 8 2.2.5有熱源之圓柱體 9 2.2.6 有熱源之矩形固體(劇烈變化) 9 2.3二維勢能流 10 2.4二維勢能流通過無限長之圓柱 11 2.4.1均勻通過無環流之圓柱 11 2.4.2均勻通過有環流之圓柱(單一停滯點在圓柱上) 12 2.4.3均勻通過有環流之圓柱(單一停滯點在圓柱外) 12 第三章 移動最小二乘方法理論 13 3.1移動最小二乘方法 13 3.2移動最小二乘方法用狀態變數表示應用在波松方程式問題 15 3.2.1二維穩態熱傳問題 15 3.2.2二維勢能流之流場問題 20 3.3 Hermite型置點解波松方程式問題 24 3.3.1 二維穩態熱傳問題 24 3.3.2二維穩態流場 27 3.4鄰近點與權重函數之選取 29 第四章 數值分析結果 31 4.1固體內部穩態之溫度分佈 32 4.1.1無熱源之方形固體(本質型邊界) 32 4.1.2無熱源之方形固體(本質型、自然型邊界條件混合) 33 4.1.3 有熱源之方形固體 33 4.1.4 有熱源之圓形固體 34 4.1.5有熱源之圓形固體 35 4.1.6有熱源之矩形固體 35 4.2 二維勢能流通過無限長圓柱 35 4.2.1 均勻流通過無環流之圓柱 35 4.2.2 均勻流通過有環流之圓柱(單一停滯點在圓柱上) 36 4.2.3均勻流通過有環流之圓柱(單一停滯點在圓柱外) 37 4.2.4改變邊界條件設定 37 第五章 結論 39 參考文獻 40

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