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研究生: 張靖偉
Chang, Jing-Wei
論文名稱: 應用晶格波茲曼法與有限體積法-模擬高黏度流體之溫度與流場
Applying Lattice Boltzmann Method and Finite Volume Method to simulate temperature and flow fields of high viscosity fluids
指導教授: 楊文彬
Young, Wen-Bin
學位類別: 碩士
Master
系所名稱: 工學院 - 航空太空工程學系
Department of Aeronautics & Astronautics
論文出版年: 2020
畢業學年度: 108
語文別: 中文
論文頁數: 80
中文關鍵詞: 晶格波茲曼法有限體積法單向自由表面高黏度流體
外文關鍵詞: Lattice Boltzmann Method, Finite Volume Method, Free surface flow, High viscosity fluid
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  • 本研究使用晶格波茲曼法(Lattice Boltzmann Method, LBM)計算移動邊界流體流場,並將LBM計算的結果,配合使用有限體積法(Finite Volume Method, FVM)離散的能量方程式計算溫度場。LBM為介觀尺度的模擬方式,有著程式撰寫簡單、計算效率高及容易模擬兩相流的優點。FVM所離散的能量方程式中,各參數有明確的物理意義且方程式遵守能量守恆,是目前處理熱傳問題最廣泛使用的方法。
    本文主要分為兩個部分,一是將使用自由表面方式的晶格波茲曼法與有限體積法配合,模擬出液體在流道內充填的情形,以及液體前端溫度受氣體溫度影響而下降的現象。過程中要處理的問題重點為流動邊界的移動,包含液體格點的速度修正,液體-介面格點、介面-氣體格點間的溫度傳遞條件、兩種模擬方式間時間步長的配合。二為探討高黏度流體及其參數設定對自由表面程式的誤差的影響,並找出此程式適用的參數範圍。

    In this study, the Lattice Boltzmann Method is used to calculate the free surface flow, and the resulting flow field are used to solve the energy equation by the Finite Volume Method for the temperature field. LBM is a mesoscopic simulation method, which has many advantages as simple programming, high calculation efficiency and applicability to two-phase flow. The LBM method uses the lattice parameters for the simulation while the finite volume method uses physical parameters for the energy equation. The FVM has been widely used in solving the energy equation for heat transfer problems.
    This study can be divided into two parts. In the first part, we use the Finite Volume Method and Lattice Boltzmann Method with Free Surface boundary to simulate the velocity and temperature distributions of the filling flow in a channel. The movement of the flow front in a channel was simulated while the heat transfer of the fluid was also calculated. In the simulation, there are problems should be solved, including the heat transfer at liquid/interface and interface/gas, speed correction of liquid grid, and regulation of time step between LBM and FVM. In the second part, we discuss the effects of parameters of high viscosity fluids on calculation errors, and find out the range of LBM parameters applicable to this problem.

    中文摘要 ii ABSTRACT iii 致謝 viii 目錄 ix 表目錄 xii 圖目錄 xiii 第一章、 緒論 1 1-1 前言 1 1-2 研究動機及目的 2 1-3 文獻回顧 3 1-3-1 晶格波茲曼法之發展與相關文獻 3 1-3-2 自由表面模型的相關研究 5 1-3-3 有限體積法之相關文獻 6 1-4 本文架構 7 第二章、 晶格波茲曼法理論 8 2-1 晶格波茲曼法介紹 8 2-2 波茲曼方程到晶格波茲曼方程 8 2-2-1 晶格波茲曼法的求解步驟 10 2-3 晶格波茲曼法的速度模型 12 2-3-1 DmQn模型 12 2-4 晶格波茲曼法邊界處理 13 2-4-1 反彈邊界條件 14 2-4-2 速度邊界條件與壓力邊界條件 15 2-5 晶格波茲曼法的無因次轉換 18 2-6 自由表面的模擬模型 21 2-6-1 介面格點重建分布函數 21 2-6-2 計算介面移動量 22 2-6-3 格點類型改變 24 2-6-4 自由表面程式中的壁面邊界條件 25 第三章、 LBM與FVM的配合 27 3-1 FVM有限體積法與能量方程式 27 3-1-1 穩態的擴散-對流方程式 27 3-1-2 暫態的擴散-對流方程式 34 3-2 LBM與FVM的配合 39 3-2-1 液體格點速度修正 39 3-2-2 介面格點的處理 40 3-2-3 時間步長的配合 41 第四章、 數值模擬與結果討論 45 4-1 速度場驗證 45 4-1-1 穩態速度場驗證 45 4-1-2 暫態速度場驗證 50 4-2 溫度場驗證 53 4-2-1 穩態溫度場驗證 54 4-2-2 暫態溫度場驗證 57 4-3 參數設定與速度場誤差間的關係 63 4-3-1 固定流場幾何及速度探討材料的黏度上限 64 4-3-2 固定黏度及入口速度探討比例長度對誤差的影響 65 4-3-3 固定流場幾何探討不同黏度可計算的速度範圍 66 4-3-4 固定速度及黏度探討步階數量對誤差的影響 67 第五章、 結論與展望 70 5-1 全文結論 70 5-2 研究展望 71 第六章、 參考文獻 72 附錄 75

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