行政院國家科學委員會補助專題研究計畫簡易報告

Size: px
Start display at page:

Download "行政院國家科學委員會補助專題研究計畫簡易報告"

Transcription

1 行政院國家科學委員會補助專題研究計畫簡易報告 噴射式大氣電漿源之模擬研究 -2D 與 -3D 平行化流體模型 ( 一年 ) Dvlopmnt and Applications of Parallllizd 2D and 3D Fluid Modling Cods for Atmosphric Prssur Plasma Jt (1 Yars) 計畫類別 : 個別型計畫 整合型計畫計畫編號 :96-NU 執行期間 :96 年 1 月 1 日至 96 年 12 月 31 日 計畫主持人 : 吳宗信 共同主持人 : 黃楓南國立中央大學數學系 計畫參與人員 : 周欣芸胡孟樺國立交通大學機械工程學系 本成果報告包括以下應繳交之附件 : 赴國外出差或研習心得報告一份 赴大陸地區出差或研習心得報告一份 出席國際學術會議心得報告及發表之論文各一份 國際合作研究計畫國外研究報告書一份 執行單位 : 國立交通大學機械工程學系 中華民國 96 年 1 月 1

2 行政院國家科學委員會專題研究計畫期末報告噴射式大氣電漿源之模擬研究 -2D 與 -3D 平行化流體模型 ( 一年 ) Dvlopmnt and Applications of Parallllizd 2D and 3D Fluid Modling Cods for Atmosphric Prssur Plasma Jt (1 Yars) 計畫編號 :96-NU 執行期限 :96 年 1 月 1 日至 96 年 12 月 31 日主持人 : 吳宗信國立交通大學機械工程學系共同主持人 : 黃楓南國立中央大學數學系計畫參與人員 : 周欣芸胡孟樺國立交通大學機械工程學系 中文摘要 噴射式大氣電漿源的特色為電漿可以從電極噴出, 電漿面極小, 能量集中, 處理效率高, 沒有 arcing 問題, 應用效果是大氣電漿中最好的, 在工業的應用包括局部清潔及處理用途 因此, 對噴射式大氣電漿源 (APPJ) 有基礎的認識, 在發展設備上是很重要的 在本研究計畫中我門計劃使用流體模式模擬噴射式大氣電漿, 我門使用適於處理複雜幾何與計算平行化的有限元素法 (FEM) 離散求解 APPJ 的物理方程式 在提出的三年計畫中, 在第一階段中我們首先使用 Stabilizd FEM 在 Fluid Modling 的架構下發展一套程式用以模擬二維 / 軸對稱座標系統, Fluid Modling 考慮帶電粒子的漂移 - 擴散傳輸, 使用 Stabilizd FEM 處理如鞘層區電漿參數變化較劇烈的地方 程式中重要假設包含利用 driftdiffusion approximation 求解帶電粒子的動量通量 所有的模擬程式將被平行化在 PETSc 的 AO 資料結構下 此後, 程式可以再任何平行化的機器上執行例如 PC clustrs 關鍵字 : 二維, 噴射式大氣電漿 (APPJ),Stabilizd FEM, 流體模型 Abstract Atmosphric Prssur Plasma Jt (APPJ) rprsnts on of th futur important lowtmpratur plasmas usd in modrn matrials procssing. Its importanc stms from its wid applications, such as surfac claning, dry tching, sputtring and photorsistor stripping, in addition to its low cost as compard to low-prssur plasmas. Thus, fundamntal undrstanding of th plasma physics within APPJ is important in dvloping this kind of procssing quipmnt. In this proposd rsarch projct, w intnd to apply th fluid modling tchniqu to simulat th atmosphric prssur plasma jt (APPJ), in which th INER is currntly intrstd. W shall mploy th finit lmnt mthod (FEM) for all th PDEs involvd in dscribing th APPJ sinc it is mor flxibl both in trating complicatd gomtry and paralll implmntation. Stabilizd FEM shall b usd to discrtiz th continuity quation for all chargd spcis considring th larg drift trm in th shath, Considring th flat or round APPJ, in which INER is intrstd, w will first dvlop a simulation cod for 2D/axisymmtric coordinat systm in th first phas and thn xtnd it into a 3D vrsion in latr phass to dal with mor ralistic oprating conditions. All simulation cods will b paralllizd undr th AO (Application Ordring) framwork of PETSc. In this proposd on-yar projct, w hav dvlopd and vrifid a paralllizd 1D and 2D/axisymmtric fluid modling cod using stabilizd FEM. Not stabilizd FEM is usd to trat plasma proprtis with larg gradint, such as in th shath. Important assumptions includ drift-diffusion approximation for th momntum fluxs of chargs spcis and cross sctions for valuating transport cofficints. Kywords: two-dimnisional, Atmosphric Prssur Plasma Jt, Stabilizd FEM, Fluid Modling. I. INTRODUCTION For th past two dcads, studis in lowtmpratur (non-thrmal) atmosphricprssur (AP) non-quilibrium plasmas hav attractd trmndous attntion du to thir numrous mrging applications, including lctrostatic prcipitation, ozon production, lctromagntic rflction, absorption, and phas shifts, plasma mitigation of th shock wavs in suprsonic/hyprsonic flows, 2

3 surfac tratmnt, thin-film dposition, chmical dcontamination, biological dcontamination and mdical applications, to nam a fw[bckr t al., 24]. Ths xcitd applications would not hav bn possibl wr it not basd on th xtnsiv basic rsarch on th gnration and sustainmnt of rlativ larg volums of non-thrmal ( cold ) plasmas at atmosphric prssur and rlativly small input powr. Thus, fundamntal undrstanding of th AP plasmas using various kinds of gass mixturs undr diffrnt typs of powr sourcs bcoms vry important in optimizing th gnration of cold plasma at lowr cost. Svral distinct faturs hav mad th non-thrmal AP plasmas vry appaling in practical applications. First, bing thrmally non-quilibrium in ths plasmas, scond, th us of atmosphric prssur incrass th opportunity of gnrating chmically activ spcis (radicals) du to thr-body procsss, such as xcitd dimmrs and trimrs. Third, th us of atmosphric prssur gratly rducs th oprational cost without th nd of using sald chambr, vacuum pumps, which is vry xpnsiv in procurmnt and maintnanc. Howvr, gnrating plasma at atmosphric prssur oftn rquirs vry larg applid voltag which is vry powr-consuming. Thus, how to ffctivly rduc th lvl of powr input bcoms a critical issu. In gnral thr ar svral typs of AP plasma sourcs. Thy includ DC and lowfrquncy plasmas, and high-frquncy AP plasmas using radio frquncy, microwav or rspctivly pulsd powr sourcs [Bckr t al., 24]. Optimal us of various kinds of AP plasmas rquirs th fundamntal undrstanding of fluid mchanics, hat transfr, plasma chmistry, plasma kintics and intraction btwn chargd particls and lctromagntic fild. Du to its intrinsic complxity, most rsarchs ar still basd on xprimntal obsrvations, xpct Kushnrs s group, which is ncssary in fficintly optimizing th prformanc in practical applications. In Kushnr s group, both finit diffrnc and finit lmnt mthods hav bn usd to solv fluid modling quations [ /KushnrMJ.html]. Howvr, thr ar thr important numrical issus that rmain unsolvd in plasma fluid modling tchniqu. First, th modl can b solvd by Nwton-Krylov-Schwarz typ schm using th inxact Nwton itrativ schm [Hwang, 25]. Scond, no thrdimnsional vrsion of plasma fluid modling cod is availabl. Third, thr is no scalabl paralllizd vrsion of plasma fluid modling cod. Basd on th abov obsrvations, thr is a nd to dvlop a plasma fluid modling cod which includs th following faturs: paralll procssing, fully coupld axisymmtric/thrdimnsional quation solvr and flxibility in trating complx gomtry of objcts. II. BASIC GOVERNING EQUATIONS In this sction, w will dscrib th govrning quations, prliminary FEM discrtization, Nwton-Krylov-Swartz (NKS) schm in turn. In addition, PETSc library which is th backbon of th proposd numrical solvr will also b introducd brifly for compltnss. Govrning Equations W considr an atmosphric plasma systm consisting of lctron and ions. In th following, variabls with subscript, p rprsnt proprtis for lctron and ion rspctivly. Not ths cofficints for chargd spcis ar all functions of E/P alon, which is th wll known local-fild approximation (LFA). In addition, all momntum fluxs in th continuity quations of chargd spcis ar modld basd on drift-diffusion approximation. W assum that thrmal stat of th lctrons can b dscribd by a singl lctron tmpratur T, whil th havy particls, including ions ar in thrmal quilibrium with a singl tmpratur T. In what follows, w will dscrib all consrvation quations for chargd and nutral spcis along with th fild quation (Poisson s quation) dscribing th variation of lctric fild. 3

4 Continuity quations Continuity quation for ion spcis p, ithr positiv or ngativ charg, can b writtn as, p + Γ p = S p (1 ) whr Γ = µ ne D n (1a) p p p p p Sp = Sp( n, ni, αiz) (1b) Not th form of sourc trm as shown in q. (1b) can b modifid or addd according to th modld ractions dscribing how ion spcis p is gnratd or dstroyd. Boundary conditions at walls ar applid considring thrmal diffusion flux and drift diffusion flux. Continuity quation for lctron spcis can b writtn as, + Γ = S (2 ) whr Γ = µ ne D n (2a) S = S ( n, n, α ) (2b) i iz Similar to S p, th form of S can also b modifid or addd according to th modld ractions which gnrat or dstroy th lctron. Boundary conditions at walls ar applid considring thrmal diffusion flux and drift diffusion flux. Elctron nrgy dnsity quation In this proposd rsarch lctron nrgy dnsity quation is solvd. Elctron kintic nrgy, dfind as 3 ε = K T, can b writtn as B ( K nt) + ( K T K nd T) = E Γ S I B B B iz (3) Not I iz is th ionization nrgy of th nutral spcis. On th right-hand sid of th nrgy quation, th trms in turn rprsnt th Ohmic hating, th loss of lctron nrgy du to ionization and nrgy transfr to havy particls du to lastic collisions, rspctivly. Of cours, nrgy loss du to xcitation can b modld by adding a sourc trm to th right-hand sid of nrgy quation. Howvr, it can b absorbd into th first trm of th right-hand sid of nrgy quation for simplicity as dmonstratd in Liau t al., [23] for argon AP plasma. Boundary conditions for lctron nrgy at walls ar applid considring drift and thrmal inducd nrgy transport. Fild quation Thr ar two fild quations that ar rquird th proposd AP plasma fluid modling cod, including Poisson s quation and Maxwll s quation. In th prsnt projct, at last th Poisson s quation for lctrostatics is solvd. Poisson s quation for lctrostatics du to boundary conditions and distribution of chargd dnsity can b writtn as, ( ε E) = ( np n) (4) ε pos. ions ng. ions E = ϕ (5) Not ϕ is th instantanous lctrostatic potntial. III. NUMBERICAL METHOD Continuity quations Sinc all continuity quations for chargd particls ar similar in format, only FEM formulation for th lctron spcis is dmonstratd hr for brvity. In this proposd rsarch, w mploy Galrkin- Last Squar (or stabilizd) FEM [Dona and Hurta, 23] for discrtizing all unstady convction-diffusion quations. Considr q. (2) with th mass flux rplacd by q. (2a) as, µ E n D n = S (6) W dfin th rsidual of th continuity quation as, R µ E n D n S (7) Th form of Galrkin is, 4

5 ω R G = whr ω G = (8) u Th form of last-squar is, ω R R Ls = whr ω Ls = (9) ui Finally, w combin th abov two trms by adding thm togthr with a stability paramtr τ multiplying last-squar q. as th following form. ( ωg ω G µ En + D ωg n ωgs) + τω Ls ( µ E n D n ) = ω S + τω S ( ω µ En ω D n ) G Ls Γ G G i (1) Not how th stability paramtr τ dpnds on mobility, diffusity, convctiv spd and grid siz is dscribd in dtail in [Franca and Valntin, 2]. IV. RESULTS AND DISCUSSIONS Initially, w hav conductd a CCP tst cas [Passchir and Godhr, 1993] using Galrkin FEM. Unfortunatly, W find running a cas with 12,5 clls using 32 cpu in INER clustr nds mor than 2 days. It is too tim-consuming to b practical. So w ar currntly including stabilizd FEM to rduc grid siz that will gratly dcras computational tim. W turnd back to simulat a quasi-1d RF (P =.5 torr, V pp = 2 V, f = 13.56MHz, L = 2 cm) cas using Galrkin/last-squar FEM and conductd diffrnt grid tsts to gain th suitabl paramtr. Th tst grids show in Fig. (1) Gap lngth is 2 cm. It is dividd in turn by 4 to 8 grids. Fig. (2) - (4) shows th distribution of lctron numbr dnsity using τ Codina, τ Shakib and τ Franca. Among τ Codina and τ Shakib can b found in [Dona and Hurta, 23]. From th thr figurs, w can find τ Codina prforms bttr in coars grids than τ Franca and τ Shakib. Compltd cod was tstd on a PC-clustr systm with procssors up to 32. Rsults ar summarizd in Tabl 1, which shows that paralll fficincy of ~6% can b obtaind for 32 procssors for th prsnt problm siz. V. CONCLUSIONS AND FUTURE WORKS In th currnt rport, w hav slctd suitablτ for our stabilizd FEM. Important conclusions ar summarizd as follows: 1. Th cas using Galrkin mthod for vry dns msh can convrg proprly, but it taks too much tim to b practical. 2. Tsts including stabilizd trm show that th us of τ Codina in stabilizd FEM prforms th bst.. 3. Paralll fficincy can rach up to ~6% with 32 procssors. W ar now continuing to sarch a propr stabilizd paramtr in 2D axisymmtric cas to incras computational fficincy. VI. REFERENCES 1. Bckr, K. H., Nonquilibrium air plasmas at atmosphric prssur, Hwang, F.-N. and Cai.-C., A Paralll nonlinar Additiv Schwarz Prconditiond Inxact Nwton Algorithm for Incomprssibl Navior- Stok Equations, Journal of Computational Physics, Vol. 25, pp , Dona, J. and Hutra, Finit Elmnt Mthods for Flow Problms, Kushnr s wbpag, Iowa stat U, nbrs/kushnrmj.html. 5. Franca, L. P. and Valntin, F., On an improvd usual stabilizd finit lmnt mthod for th advctivractiv-diffusiv quation, Computr mthods in applid mchanics and nginring, pp , Passchir, J. D. P. and Godhr, W. J., A two-dimnsional fluid modl for an argon rf discharg, Journal of applid 5

6 physics, Vol. 74, pp , / / / 2 2 / 2 1 / 2 5 / 2 4 / / 1 N / Fig. 1 Sktch of grid tsts. N 2 / /2 2 / 2 1 / 2 5 / 2 4 / Fig. 4 Distribution of N for τ Franca Eff. (ILU(2) / Gmrss) % % % % % Tabl 1. Paralll fficincy of th paralllizd FEM cod. (Tst grid siz: 16 x 8 quadrilatral lmnts) Fig. 2 Distribution of N for τ Codina / 2 2 / 2 1 / 2 5 / 2 4 / 2 N Fig. 3 Distribution of N for τ Shakib. 6

行政院國家科學委員會補助專題研究計畫 成果報告 期中進度報告 ( 計畫名稱 )

行政院國家科學委員會補助專題研究計畫 成果報告 期中進度報告 ( 計畫名稱 ) 附件一 行政院國家科學委員會補助專題研究計畫 成果報告 期中進度報告 ( 計畫名稱 ) 發展紅外線 / 可見光合頻波成像顯微術以研究表面催化反應 計畫類別 : 個別型計畫 整合型計畫計畫編號 :NSC 97-2113 - M - 009-002 - MY2 執行期間 : 97 年 3 月 1 日至 98 年 7 月 31 日 計畫主持人 : 重藤真介共同主持人 : 計畫參與人員 : 成果報告類型 (

More information

MRDFG 的周期界的計算的提升計畫編號 :NSC E 執行期限 : 94 年 8 月 1 日至 94 年 7 月 31 日主持人 : 趙玉政治大學資管系計畫參與人員 :

MRDFG 的周期界的計算的提升計畫編號 :NSC E 執行期限 : 94 年 8 月 1 日至 94 年 7 月 31 日主持人 : 趙玉政治大學資管系計畫參與人員 : MRDFG 的周期界的計算的提升計畫編號 :NSC 94-2213-E-004-005 執行期限 : 94 年 8 月 1 日至 94 年 7 月 31 日主持人 : 趙玉政治大學資管系計畫參與人員 : 一 中文摘要 Schoenen [4] 證實了我們的理論 即如果 MRDFG 的標記使它像 SRDFG 一樣表現, 不需要變換為 SRDFG 他們表明當標記高于相符標記, 在回界相對於標記的圖中,

More information

0 0 = 1 0 = 0 1 = = 1 1 = 0 0 = 1

0 0 = 1 0 = 0 1 = = 1 1 = 0 0 = 1 0 0 = 1 0 = 0 1 = 0 1 1 = 1 1 = 0 0 = 1 : = {0, 1} : 3 (,, ) = + (,, ) = + + (, ) = + (,,, ) = ( + )( + ) + ( + )( + ) + = + = = + + = + = ( + ) + = + ( + ) () = () ( + ) = + + = ( + )( + ) + = = + 0

More information

原子模型 Atomic Model 有了正確的原子模型, 才會發明了雷射

原子模型 Atomic Model 有了正確的原子模型, 才會發明了雷射 原子模型 Atomic Model 有了正確的原子模型, 才會發明了雷射 原子結構中的電子是如何被發現的? ( 1856 1940 ) 可以參考美國物理學會 ( American Institute of Physics ) 網站 For in-depth information, check out the American Institute of Physics' History Center

More information

Chapter 6. Series-Parallel Circuits ISU EE. C.Y. Lee

Chapter 6. Series-Parallel Circuits ISU EE. C.Y. Lee Chapter 6 Series-Parallel Circuits Objectives Identify series-parallel relationships Analyze series-parallel circuits Determine the loading effect of a voltmeter on a circuit Analyze a Wheatstone bridge

More information

授課大綱 課號課程名稱選別開課系級學分 結果預視

授課大綱 課號課程名稱選別開課系級學分 結果預視 授課大綱 課號課程名稱選別開課系級學分 B06303A 流體力學 Fluid Mechanics 必 結果預視 課程介紹 (Course Description): 機械工程學系 三甲 3 在流體力學第一課的學生可能會問 : 什麼是流體力學? 為什麼我必須研究它? 我為什麼要研究它? 流體力學有哪些應用? 流體包括液體和氣體 流體力學涉及靜止和運動時流體的行為 對流體力學的基本原理和概念的了解和理解對分析任何工程系統至關重要,

More information

國立中正大學八十一學年度應用數學研究所 碩士班研究生招生考試試題

國立中正大學八十一學年度應用數學研究所 碩士班研究生招生考試試題 國立中正大學八十一學年度應用數學研究所 碩士班研究生招生考試試題 基礎數學 I.(2%) Test for convergence or divergence of the following infinite series cos( π (a) ) sin( π n (b) ) n n=1 n n=1 n 1 1 (c) (p > 1) (d) n=2 n(log n) p n,m=1 n 2 +

More information

= lim(x + 1) lim x 1 x 1 (x 2 + 1) 2 (for the latter let y = x2 + 1) lim

= lim(x + 1) lim x 1 x 1 (x 2 + 1) 2 (for the latter let y = x2 + 1) lim 1061 微乙 01-05 班期中考解答和評分標準 1. (10%) (x + 1)( (a) 求 x+1 9). x 1 x 1 tan (π(x )) (b) 求. x (x ) x (a) (5 points) Method without L Hospital rule: (x + 1)( x+1 9) = (x + 1) x+1 x 1 x 1 x 1 x 1 (x + 1) (for the

More information

行政院國家科學委員會補助專題研究計畫 * 成果報告 期中進度報告 壓電傳感元件之波傳耦合層設計與元件整體之 力電作用表現研究

行政院國家科學委員會補助專題研究計畫 * 成果報告 期中進度報告 壓電傳感元件之波傳耦合層設計與元件整體之 力電作用表現研究 行 力 精 類 行 年 年 行 立 料 參 連 論 理 年 行政院國家科學委員會補助專題研究計畫 * 成果報告 期中進度報告 壓電傳感元件之波傳耦合層設計與元件整體之 力電作用表現研究 計畫類別 : * 個別型計畫 整合型計畫 計畫編號 : NSC 95 2221 E 002 116 執行期間 : 2006 年 8 月 1 日至 2007 年 7 月 31 日 計畫主持人 : 謝宗霖共同主持人 :

More information

統計學 Spring 2011 授課教師 : 統計系余清祥日期 :2011 年 3 月 22 日第十三章 : 變異數分析與實驗設計

統計學 Spring 2011 授課教師 : 統計系余清祥日期 :2011 年 3 月 22 日第十三章 : 變異數分析與實驗設計 統計學 Spring 2011 授課教師 : 統計系余清祥日期 :2011 年 3 月 22 日第十三章 : 變異數分析與實驗設計 Chapter 13, Part A Analysis of Variance and Experimental Design Introduction to Analysis of Variance Analysis of Variance and the Completely

More information

Chapter 20 Cell Division Summary

Chapter 20 Cell Division Summary Chapter 20 Cell Division Summary Bk3 Ch20 Cell Division/1 Table 1: The concept of cell (Section 20.1) A repeated process in which a cell divides many times to make new cells Cell Responsible for growth,

More information

14-A Orthogonal and Dual Orthogonal Y = A X

14-A Orthogonal and Dual Orthogonal Y = A X 489 XIV. Orthogonal Transform and Multiplexing 14-A Orthogonal and Dual Orthogonal Any M N discrete linear transform can be expressed as the matrix form: 0 1 2 N 1 0 1 2 N 1 0 1 2 N 1 y[0] 0 0 0 0 x[0]

More information

相關分析. Scatter Diagram. Ch 13 線性迴歸與相關分析. Correlation Analysis. Correlation Analysis. Linear Regression And Correlation Analysis

相關分析. Scatter Diagram. Ch 13 線性迴歸與相關分析. Correlation Analysis. Correlation Analysis. Linear Regression And Correlation Analysis Ch 3 線性迴歸與相關分析 相關分析 Lear Regresso Ad Correlato Aalyss Correlato Aalyss Correlato Aalyss Correlato Aalyss s the study of the relatoshp betwee two varables. Scatter Dagram A Scatter Dagram s a chart that

More information

The pn junction: 2 Current vs Voltage (IV) characteristics

The pn junction: 2 Current vs Voltage (IV) characteristics Th pn junction: Currnt vs Voltag (V) charactristics Considr a pn junction in quilibrium with no applid xtrnal voltag: o th V E F E F V p-typ Dpltion rgion n-typ Elctron movmnt across th junction: 1. n

More information

生物統計教育訓練 - 課程. Introduction to equivalence, superior, inferior studies in RCT 謝宗成副教授慈濟大學醫學科學研究所. TEL: ext 2015

生物統計教育訓練 - 課程. Introduction to equivalence, superior, inferior studies in RCT 謝宗成副教授慈濟大學醫學科學研究所. TEL: ext 2015 生物統計教育訓練 - 課程 Introduction to equivalence, superior, inferior studies in RCT 謝宗成副教授慈濟大學醫學科學研究所 tchsieh@mail.tcu.edu.tw TEL: 03-8565301 ext 2015 1 Randomized controlled trial Two arms trial Test treatment

More information

CHAPTER 2. Energy Bands and Carrier Concentration in Thermal Equilibrium

CHAPTER 2. Energy Bands and Carrier Concentration in Thermal Equilibrium CHAPTER 2 Energy Bands and Carrier Concentration in Thermal Equilibrium 光電特性 Ge 被 Si 取代, 因為 Si 有較低漏電流 Figure 2.1. Typical range of conductivities for insulators, semiconductors, and conductors. Figure

More information

奈米微污染控制工作小組 協辦單位 台灣賽默飛世爾科技股份有限公司 報名方式 本參訪活動由郭啟文先生負責 報名信箱

奈米微污染控制工作小組 協辦單位 台灣賽默飛世爾科技股份有限公司 報名方式 本參訪活動由郭啟文先生負責 報名信箱 SEMI AMC TF2 微污染防治專案為提升國內微污染量測之技術水平, 特舉辦離子層析儀之原理教學與儀器參訪活動, 邀請 AMC TF2 成員參加, 期盼讓 SEMI 會員對於離子層析技術於微汙染防治之儀器功能及未來之應用有進一步的認識 以實作參訪及教學模式, 使 SEMI 會員深刻瞭解離子層析技術之概念與原理, 並於活動中結合產業專家, 進行研討, 提出未來應用與發展方向之建議 參訪日期 中華民國

More information

Chapter 22 Lecture. Essential University Physics Richard Wolfson 2 nd Edition. Electric Potential 電位 Pearson Education, Inc.

Chapter 22 Lecture. Essential University Physics Richard Wolfson 2 nd Edition. Electric Potential 電位 Pearson Education, Inc. Chapter 22 Lecture Essential University Physics Richard Wolfson 2 nd Edition Electric Potential 電位 Slide 22-1 In this lecture you ll learn 簡介 The concept of electric potential difference 電位差 Including

More information

pseudo-code-2012.docx 2013/5/9

pseudo-code-2012.docx 2013/5/9 Pseudo-code 偽代碼 & Flow charts 流程圖 : Sum Bubble sort 1 Prime factors of Magic square Total & Average Bubble sort 2 Factors of Zodiac (simple) Quadratic equation Train fare 1+2+...+n

More information

雷射原理. The Principle of Laser. 授課教授 : 林彥勝博士 Contents

雷射原理. The Principle of Laser. 授課教授 : 林彥勝博士   Contents 雷射原理 The Principle of Laser 授課教授 : 林彥勝博士 E-mail: yslin@mail.isu.edu.tw Contents Energy Level( 能階 ) Spontaneous Emission( 自發輻射 ) Stimulated Emission( 受激發射 ) Population Inversion( 居量反轉 ) Active Medium( 活性介質

More information

Work Energy And Power 功, 能量及功率

Work Energy And Power 功, 能量及功率 p. 1 Work Energy And Power 功, 能量及功率 黃河壺口瀑布 p. 2 甚麼是 能量? p. 3 常力所作的功 ( Work Done by a Constant Force ) p. 4 F F θ F cosθ s 要有出力才有 功 勞 造成位移才有 功 勞 W = F cos θ s ( Joule, a scalar ) = F s or F Δx F : force,

More information

2019 年第 51 屆國際化學奧林匹亞競賽 國內初選筆試 - 選擇題答案卷

2019 年第 51 屆國際化學奧林匹亞競賽 國內初選筆試 - 選擇題答案卷 2019 年第 51 屆國際化學奧林匹亞競賽 國內初選筆試 - 選擇題答案卷 一 單選題 :( 每題 3 分, 共 72 分 ) 題號 1 2 3 4 5 6 7 8 答案 B D D A C B C B 題號 9 10 11 12 13 14 15 16 答案 C E D D 送分 E A B 題號 17 18 19 20 21 22 23 24 答案 D A E C A C 送分 B 二 多選題

More information

Algorithms and Complexity

Algorithms and Complexity Algorithms and Complexity 2.1 ALGORITHMS( 演算法 ) Def: An algorithm is a finite set of precise instructions for performing a computation or for solving a problem The word algorithm algorithm comes from the

More information

5.5 Using Entropy to Calculate the Natural Direction of a Process in an Isolated System

5.5 Using Entropy to Calculate the Natural Direction of a Process in an Isolated System 5.5 Using Entropy to Calculate the Natural Direction of a Process in an Isolated System 熵可以用來預測自發改變方向 我們現在回到 5.1 節引入兩個過程 第一個過程是關於金屬棒在溫度梯度下的自然變化方向 試問, 在系統達平衡狀態時, 梯度變大或更小? 為了模擬這過程, 考慮如圖 5.5 的模型, 一孤立的複合系統受

More information

Candidates Performance in Paper I (Q1-4, )

Candidates Performance in Paper I (Q1-4, ) HKDSE 2016 Candidates Performance in Paper I (Q1-4, 10-14 ) 7, 17 November 2016 General Comments General and Common Weaknesses Weak in calculations Unable to give the appropriate units for numerical answers

More information

EXPERMENT 9. To determination of Quinine by fluorescence spectroscopy. Introduction

EXPERMENT 9. To determination of Quinine by fluorescence spectroscopy. Introduction EXPERMENT 9 To determination of Quinine by fluorescence spectroscopy Introduction Many chemical compounds can be excited by electromagnetic radication from normally a singlet ground state S o to upper

More information

邏輯設計 Hw#6 請於 6/13( 五 ) 下課前繳交

邏輯設計 Hw#6 請於 6/13( 五 ) 下課前繳交 邏輯設計 Hw#6 請於 6/3( 五 ) 下課前繳交 . A sequential circuit with two D flip-flops A and B, two inputs X and Y, and one output Z is specified by the following input equations: D A = X A + XY D B = X A + XB Z = XB

More information

A Direct Simulation Method for Continuous Variable Transmission with Component-wise Design Specifications

A Direct Simulation Method for Continuous Variable Transmission with Component-wise Design Specifications 第十七屆全國機構機器設計學術研討會中華民國一零三年十一月十四日 國立勤益科技大學台灣 台中論文編號 :CSM048 A Direct Simulation Method for Continuous Variable Transmission with Component-wise Design Specifications Yu-An Lin 1,Kuei-Yuan Chan 1 Graduate

More information

Kinetic Integrated Modeling of Heating and Current Drive in Tokamak Plasmas

Kinetic Integrated Modeling of Heating and Current Drive in Tokamak Plasmas 1 HW/P-1 Kintic Intgratd Modling of Hating and Currnt riv in okamak Plasmas A. Fukuyama 1), H. Nuga 1), S. Murakami 1) 1) Graduat School of Enginring, Kyoto Univrsity, Kyoto, Japan -mail contact of main

More information

Statistical Intervals and the Applications. Hsiuying Wang Institute of Statistics National Chiao Tung University Hsinchu, Taiwan

Statistical Intervals and the Applications. Hsiuying Wang Institute of Statistics National Chiao Tung University Hsinchu, Taiwan and the Applications Institute of Statistics National Chiao Tung University Hsinchu, Taiwan 1. Confidence Interval (CI) 2. Tolerance Interval (TI) 3. Prediction Interval (PI) Example A manufacturer wanted

More information

Curriculum Vitae. Dr. Tzu-Chien Chiu (Clara Chiu) 邱子虔

Curriculum Vitae. Dr. Tzu-Chien Chiu (Clara Chiu) 邱子虔 Email Address: tc423@columbia.edu Curriculum Vitae Dr. Tzu-Chien Chiu (Clara Chiu) 邱子虔 Professional Appointment: Jan 2008 ~ July 2011 Assistant Research Fellow (Institute of Earth Sciences, Academia Sinica,

More information

Ch2 Linear Transformations and Matrices

Ch2 Linear Transformations and Matrices Ch Lea Tasfoatos ad Matces 7-11-011 上一章介紹抽象的向量空間, 這一章我們將進入線代的主題, 也即了解函數 能 保持 向量空間結構的一些共同性質 這一章討論的向量空間皆具有相同的 体 F 1 Lea Tasfoatos, Null spaces, ad ages HW 1, 9, 1, 14, 1, 3 Defto: Let V ad W be vecto spaces

More information

Ch. 24 Molecular Reaction Dynamics 1. Collision Theory

Ch. 24 Molecular Reaction Dynamics 1. Collision Theory Ch. 4 Molcular Raction Dynamics 1. Collision Thory Lctur 16. Diffusion-Controlld Raction 3. Th Matrial Balanc Equation 4. Transition Stat Thory: Th Eyring Equation 5. Transition Stat Thory: Thrmodynamic

More information

Finite element discretization of Laplace and Poisson equations

Finite element discretization of Laplace and Poisson equations Finit lmnt discrtization of Laplac and Poisson quations Yashwanth Tummala Tutor: Prof S.Mittal 1 Outlin Finit Elmnt Mthod for 1D Introduction to Poisson s and Laplac s Equations Finit Elmnt Mthod for 2D-Discrtization

More information

KWUN TONG GOVERNMENT SECONDARY SCHOOL 觀塘官立中學 (Office) Shun Lee Estate Kwun Tong, Kowloon 上學期測驗

KWUN TONG GOVERNMENT SECONDARY SCHOOL 觀塘官立中學 (Office) Shun Lee Estate Kwun Tong, Kowloon 上學期測驗 觀塘官立中學 Tel.: 2343 7772 (Principal) 9, Shun Chi Street, 2343 6220 (Office) Shun Lee Estate Kwun Tong, Kowloon 各位中一至中三級學生家長 : 上學期測驗 上學期測驗將於二零一二年十月二十四日至十月三十日進行 安排如下 : 1. 測驗於 24/10, 25/10, 26/10, 29/10 早上八時三十五分至十時四十分進行

More information

PHI7470 Topics in Applied Philosophy: The Philosopher and Sociology

PHI7470 Topics in Applied Philosophy: The Philosopher and Sociology PHI7470 Topics in Applied Philosophy: The Philosopher and Sociology Mr. Lui Ping Keung (frcisco@netvigator.com) Sociology grew and continues to grow from philosophy. At the same time, sociology has made

More information

1.2 Faraday s law A changing magnetic field induces an electric field. Their relation is given by:

1.2 Faraday s law A changing magnetic field induces an electric field. Their relation is given by: Elctromagntic Induction. Lorntz forc on moving charg Point charg moving at vlocity v, F qv B () For a sction of lctric currnt I in a thin wir dl is Idl, th forc is df Idl B () Elctromotiv forc f s any

More information

Contemporary, atomic, nuclear, and particle physics

Contemporary, atomic, nuclear, and particle physics Contmporary, atomic, nuclar, and particl physics 1 Blackbody radiation as a thrmal quilibrium condition (in vacuum this is th only hat loss) Exampl-1 black plan surfac at a constant high tmpratur T h is

More information

Candidates Performance in Paper I (Q1-4, )

Candidates Performance in Paper I (Q1-4, ) HKDSE 2018 Candidates Performance in Paper I (Q1-4, 10-14 ) 8, 9 November 2018 General and Common Weaknesses Weak in calculations Weak in conversion of units in calculations (e.g. cm 3 to dm 3 ) Weak in

More information

Earth System Science Programme. Academic Counseling 2018

Earth System Science Programme. Academic Counseling 2018 Earth System Science Programme Academic Counseling 2018 1 Global Environmental Change 全球環境變化 Climate Change Air pollution Food Security Public Health Biodiversity Water pollution Natural Disasters 2 課程內容

More information

COMPUTATIONAL NUCLEAR THERMAL HYDRAULICS

COMPUTATIONAL NUCLEAR THERMAL HYDRAULICS COMPUTTIONL NUCLER THERML HYDRULICS Cho, Hyoung Kyu Dpartmnt of Nuclar Enginring Soul National Univrsity CHPTER4. THE FINITE VOLUME METHOD FOR DIFFUSION PROBLEMS 2 Tabl of Contnts Chaptr 1 Chaptr 2 Chaptr

More information

Status of LAr TPC R&D (2) 2014/Dec./23 Neutrino frontier workshop 2014 Ryosuke Sasaki (Iwate U.)

Status of LAr TPC R&D (2) 2014/Dec./23 Neutrino frontier workshop 2014 Ryosuke Sasaki (Iwate U.) Status of LAr TPC R&D (2) 214/Dc./23 Nutrino frontir workshop 214 Ryosuk Sasaki (Iwat U.) Tabl of Contnts Dvlopmnt of gnrating lctric fild in LAr TPC Introduction - Gnrating strong lctric fild is on of

More information

中華民國第三十一屆電力工程研討會台灣台南 00 年 月 -4 日 charged. The inductr vltage V L and V L can be derived by Figure 4(b), as shwn in Equatins () and (4). V V V L in c V

中華民國第三十一屆電力工程研討會台灣台南 00 年 月 -4 日 charged. The inductr vltage V L and V L can be derived by Figure 4(b), as shwn in Equatins () and (4). V V V L in c V 中華民國第三十一屆電力工程研討會台灣台南 00 年 月 -4 日 Vltage-Lp Cmpensatr Design fr Cnstant On-Time Cntrl Based CCM Buck-Bst Cnverter with Lw Output-Vltage Ripple Ray-Lee Lin Department f Electrical Engineering Natinal Cheng

More information

期中考前回顧 助教 : 王珊彗. Copyright 2009 Cengage Learning

期中考前回顧 助教 : 王珊彗. Copyright 2009 Cengage Learning 期中考前回顧 助教 : 王珊彗 考前提醒 考試時間 :11/17( 四 )9:10~12:10 考試地點 : 管二 104 ( 上課教室 ) 考試範圍 :C1-C9, 選擇 + 計算 注意事項 : 考試請務必帶工程計算機 可帶 A4 參考紙 ( 單面 不能浮貼 ) 計算過程到第四位, 結果寫到小數點第二位 不接受沒有公式, 也不接受沒算出最後答案 考試只會附上 standard normal distribution

More information

GSAS 安裝使用簡介 楊仲準中原大學物理系. Department of Physics, Chung Yuan Christian University

GSAS 安裝使用簡介 楊仲準中原大學物理系. Department of Physics, Chung Yuan Christian University GSAS 安裝使用簡介 楊仲準中原大學物理系 Department of Physics, Chung Yuan Christian University Out Line GSAS 安裝設定 CMPR 安裝設定 GSAS 簡易使用說明 CMPR 轉出 GSAS 實驗檔簡易使用說明 CMPR 轉出 GSAS 結果簡易使用說明 1. GSAS 安裝設定 GSAS 安裝設定 雙擊下載的 gsas+expgui.exe

More information

國立交通大學 電子工程學系電子研究所碩士班 碩士論文

國立交通大學 電子工程學系電子研究所碩士班 碩士論文 國立交通大學 電子工程學系電子研究所碩士班 碩士論文 萃取接觸阻抗係數方法之比較研究 CBKR 結構與改良式 TLM 結構 A Comparison Study of the Specific Contact Resistivity Extraction Methods: CBKR Method and Modified TLM Method 研究生 : 曾炫滋 指導教授 : 崔秉鉞教授 中華民國一

More information

Ch.9 Liquids and Solids

Ch.9 Liquids and Solids Ch.9 Liquids and Solids 9.1. Liquid-Vapor Equilibrium 1. Vapor Pressure. Vapor Pressure versus Temperature 3. Boiling Temperature. Critical Temperature and Pressure 9.. Phase Diagram 1. Sublimation. Melting

More information

論文與專利寫作暨學術 倫理期末報告 班級 : 碩化一甲學號 :MA 姓名 : 林郡澤老師 : 黃常寧

論文與專利寫作暨學術 倫理期末報告 班級 : 碩化一甲學號 :MA 姓名 : 林郡澤老師 : 黃常寧 論文與專利寫作暨學術 倫理期末報告 班級 : 碩化一甲學號 :MA540117 姓名 : 林郡澤老師 : 黃常寧 About 85% of the world s energy requirements are currently satisfied by exhaustible fossil fuels that have detrimental consequences on human health

More information

100 台聯大碩士班聯招 電機類 各考科綱要及參考書目

100 台聯大碩士班聯招 電機類 各考科綱要及參考書目 100 台聯大碩士班聯招 電機類 各考科綱要及 電子學 (3001). Operational Amplifiers.. Diodes. 3. MOS Field-Effect Transistors (MOSFETs). 4. Bipolar Junction Transistors (BJTs). 5. Single-Stage Amplifiers. 6. Differential and Multistage

More information

Digital Integrated Circuits Lecture 5: Logical Effort

Digital Integrated Circuits Lecture 5: Logical Effort Digital Integrated Circuits Lecture 5: Logical Effort Chih-Wei Liu VLSI Signal Processing LAB National Chiao Tung University cwliu@twins.ee.nctu.edu.tw DIC-Lec5 cwliu@twins.ee.nctu.edu.tw 1 Outline RC

More information

ECE507 - Plasma Physics and Applications

ECE507 - Plasma Physics and Applications ECE507 - Plasma Physics and Applications Lctur 7 Prof. Jorg Rocca and Dr. Frnando Tomasl Dpartmnt of Elctrical and Computr Enginring Collisional and radiativ procsss All particls in a plasma intract with

More information

PRINCIPLES OF PLASMA PROCESSING Course Notes: Prof. J. P. Chang Part B3: ATOMIC COLLISIONS AND SPECTRA

PRINCIPLES OF PLASMA PROCESSING Course Notes: Prof. J. P. Chang Part B3: ATOMIC COLLISIONS AND SPECTRA Atomic Collisions and Spctra 125 PRINCIPLES OF PLASMA PROCESSING Cours Nots: Prof. J. P. Chang Part B3: ATOMIC COLLISIONS AND SPECTRA I. ATOMIC ENERGY LEVELS Atoms and molculs mit lctromagntic radiation

More information

HKDSE Chemistry Paper 2 Q.1 & Q.3

HKDSE Chemistry Paper 2 Q.1 & Q.3 HKDSE 2017 Chemistry Paper 2 Q.1 & Q.3 Focus areas Basic chemical knowledge Question requirement Experimental work Calculations Others Basic Chemical Knowledge Question 1(a)(i) (1) Chemical equation for

More information

Differential Equations (DE)

Differential Equations (DE) 工程數學 -- 微分方程 51 Differenial Equaions (DE) 授課者 : 丁建均 教學網頁 :hp://djj.ee.nu.edu.w/de.hm 本著作除另有註明外, 採取創用 CC 姓名標示 - 非商業性 - 相同方式分享 台灣 3. 版授權釋出 Chaper 8 Sysems of Linear Firs-Order Differenial Equaions 另一種解 聯立微分方程式

More information

PLASMA PHYSICS VIII. PROCESSING PLASMAS

PLASMA PHYSICS VIII. PROCESSING PLASMAS PLASMA PHYSICS VIII. PROCESSING PLASMAS Introduction Plasmas ar usd to manufactur smiconductors, to modify th surfacs of matrials, to trat missions and wasts bfor thy ntr th nvironmnt, tc. Th plasma is

More information

Earth System Science Programme 地球系統科學課程 Tel: Fax:

Earth System Science Programme 地球系統科學課程 Tel: Fax: Earth System Science Programme 地球系統科學課程 Tel: 3943 9624 Fax: 3942 0970 Email: essc@cuhk.edu.hk 1 地球系統科學 Earth System Science 如果你 想瞭解地球系統如何運作 想擁有良好數理基礎, 又可應用科學知識參與解決 21 世紀的一些重大環境問題 ( 如全球環境變化 氣候轉變 空氣及水污染

More information

ph People Grade Level: basic Duration: minutes Setting: classroom or field site

ph People Grade Level: basic Duration: minutes Setting: classroom or field site ph Popl Adaptd from: Whr Ar th Frogs? in Projct WET: Curriculum & Activity Guid. Bozman: Th Watrcours and th Council for Environmntal Education, 1995. ph Grad Lvl: basic Duration: 10 15 minuts Stting:

More information

Multiple sequence alignment (MSA)

Multiple sequence alignment (MSA) Multiple sequence alignment (MSA) From pairwise to multiple A T _ A T C A... A _ C A T _ A... A T _ G C G _... A _ C G T _ A... A T C A C _ A... _ T C G A G A... Relationship of sequences (Tree) NODE

More information

壓差式迴路式均熱片之研製 Fabrication of Pressure-Difference Loop Heat Spreader

壓差式迴路式均熱片之研製 Fabrication of Pressure-Difference Loop Heat Spreader 壓差式迴路式均熱片之研製 Fabrication of Pressure-Difference Loop Heat Spreader 1 2* 3 4 4 Yu-Tang Chen Shei Hung-Jung Sheng-Hong Tsai Shung-Wen Kang Chin-Chun Hsu 1 2* 3! "# $ % 4& '! " ( )* +, -. 95-2622-E-237-001-CC3

More information

Typhoon dynamics, mathematical modeling, scientific computing, and atmospheric and oceanic fluid dynamics

Typhoon dynamics, mathematical modeling, scientific computing, and atmospheric and oceanic fluid dynamics CURRICULUM VITAE OF HUNG-CHI KUO Recent research interest: Typhoon dynamics, mathematical modeling, scientific computing, and atmospheric and oceanic fluid dynamics PERSONAL INFORMATION: Name: Hung-Chi

More information

Revised Dynamic Optimal Training of Three-Layer Neural Network

Revised Dynamic Optimal Training of Three-Layer Neural Network 國立交通大學 電機與控制工程學系 碩士論文 三層類神經網路的改良式動態最佳學習 Revised Dynamic Optimal Training of Three-Layer Neural Network 研究生 : 林書帆 指導教授 : 王啟旭教授 中華民國九十五年十月 1 三層類神經網路的改良式動態最佳學習 Revised Dynamic Optimal Training of Three-Layer

More information

都市社會學專題討論 陳小紅國立政治大學社會系教授 2005 年春季

都市社會學專題討論 陳小紅國立政治大學社會系教授 2005 年春季 都市社會學專題討論 陳小紅國立政治大學社會系教授 2005 年春季 課題與主要參考文獻 Thomas S. Kuhn. The Structure of Scientific Revolutions, 2 nd, Enlarged, 1970. 以 發展 觀點論述都市社會之研究取向 * Alan Gilbert and Josef Gugler, Cities, Poverty and Development:

More information

磁振影像原理與臨床研究應用 課程內容介紹 課程內容 參考書籍. Introduction of MRI course 磁振成像原理 ( 前 8 週 ) 射頻脈衝 組織對比 影像重建 脈衝波序 影像假影與安全 等

磁振影像原理與臨床研究應用 課程內容介紹 課程內容 參考書籍. Introduction of MRI course 磁振成像原理 ( 前 8 週 ) 射頻脈衝 組織對比 影像重建 脈衝波序 影像假影與安全 等 磁振影像原理與臨床研究應用 盧家鋒助理教授國立陽明大學物理治療暨輔助科技學系 alvin4016@ym.edu.tw 課程內容介紹 Introduction of MRI course 2 課程內容 磁振成像原理 ( 前 8 週 ) 射頻脈衝 組織對比 影像重建 脈衝波序 影像假影與安全 等 磁振影像技術與分析技術文獻討論 對比劑增強 功能性影像 擴散張量影像 血管攝影 常用分析方式 等 磁振影像於各系統應用

More information

心智科學大型研究設備共同使用服務計畫身體 心靈與文化整合影像研究中心. fmri 教育講習課程 I. Hands-on (2 nd level) Group Analysis to Factorial Design

心智科學大型研究設備共同使用服務計畫身體 心靈與文化整合影像研究中心. fmri 教育講習課程 I. Hands-on (2 nd level) Group Analysis to Factorial Design 心智科學大型研究設備共同使用服務計畫身體 心靈與文化整合影像研究中心 fmri 教育講習課程 I Hands-on (2 nd level) Group Analysis to Factorial Design 黃從仁助理教授臺灣大學心理學系 trhuang@ntu.edu.tw Analysis So+ware h"ps://goo.gl/ctvqce Where are we? Where are

More information

在破裂多孔介質中的情形 底下是我們考慮的抛物線微分方程式. is a domain and = f. in f. . Denote absolute permeability by. P in. k in. p in. and. and. , and external source by

在破裂多孔介質中的情形 底下是我們考慮的抛物線微分方程式. is a domain and = f. in f. . Denote absolute permeability by. P in. k in. p in. and. and. , and external source by 行 裂 精 類 行 年 年 行 立 數 葉立 論 理 年 背景及目的很多的化學工廠的廢水經由水井排放到地底, 地面的有毒廢棄物也經由雨水進入地底, 核能電廠儲存在地底下的核廢棄物由於時間的關係造成容器腐蝕 或是由於地層變動造成容器破裂, 放射性物質也因此進入地下水 這些都造成日常飲用水的不安全 這些問題不是只發生在臺灣, 世界其它國家也有同樣的情形 歐美一些國家都有專責機構負責這些污染源的清除工作

More information

RSSR Mechanism with Constant Transmission Angle

RSSR Mechanism with Constant Transmission Angle 華岡工程學報第 1 7 期 中國文化大學工學院 民國 9 2 年 6 月第 69-78 頁 HUA KANG JO URNAL OF ENGINEERING COLLE GE OF ENGINEERING CHIN ESE CULTURE UNIVERSITY Jun e,2003,vo1.17,p.69-p.78 固定傳力角之 RS SR 機構 RSSR Mechanism with Constant

More information

REAXYS NEW REAXYS. RAEXYS 教育訓練 PPT HOW YOU THINK HOW YOU WORK

REAXYS NEW REAXYS. RAEXYS 教育訓練 PPT HOW YOU THINK HOW YOU WORK REAXYS HOW YOU THINK HOW YOU WORK RAEXYS 教育訓練 PPT Karen.liu@elsevier.com NEW REAXYS. 1 REAXYS 化學資料庫簡介 CONTENTS 收錄內容 & 界面更新 資料庫建置原理 個人化功能 Searching in REAXYS 主題 1 : 化合物搜尋 主題 2 : 反應搜尋 主題 3 : 合成計畫 主題 4 :

More information

Polybenzimidazole 及其奈米複合材 料薄膜在直接甲醇燃料電池的應用

Polybenzimidazole 及其奈米複合材 料薄膜在直接甲醇燃料電池的應用 遠東科技大學材料科學與工程系專題演講 Polybenzimidazole 及其奈米複合材 料薄膜在直接甲醇燃料電池的應用 許聯崇教授 國立成功大學材料科學及工程學系中華民國 97 年 3 月 19 日 utline Fuel Cells and Proton Exchange Membranes Synthesis of Polybenzimidazoles (PBIs) Research work

More information

基因演算法 學習速成 南台科技大學電機系趙春棠講解

基因演算法 學習速成 南台科技大學電機系趙春棠講解 基因演算法 學習速成 南台科技大學電機系趙春棠講解 % 以下程式作者 : 清大張智星教授, 摘自 Neuro-Fuzzy and Soft Computing, J.-S. R. Jang, C.-T. Sun, and E. Mizutani 讀者可自張教授網站下載該書籍中的所有 Matlab 程式 % 主程式 : go_ga.m % 這是書中的一個範例, 了解每一個程式指令後, 大概就對 基因演算法,

More information

de/dx Effectively all charged particles except electrons

de/dx Effectively all charged particles except electrons de/dx Lt s nxt turn our attntion to how chargd particls los nrgy in mattr To start with w ll considr only havy chargd particls lik muons, pions, protons, alphas, havy ions, Effctivly all chargd particls

More information

Finite Element Model of a Ferroelectric

Finite Element Model of a Ferroelectric Excrpt from th Procdings of th COMSOL Confrnc 200 Paris Finit Elmnt Modl of a Frrolctric A. Lópz, A. D Andrés and P. Ramos * GRIFO. Dpartamnto d Elctrónica, Univrsidad d Alcalá. Alcalá d Hnars. Madrid,

More information

Chapter 1 Linear Regression with One Predictor Variable

Chapter 1 Linear Regression with One Predictor Variable Chapter 1 Linear Regression with One Predictor Variable 許湘伶 Applied Linear Regression Models (Kutner, Nachtsheim, Neter, Li) hsuhl (NUK) LR Chap 1 1 / 41 Regression analysis is a statistical methodology

More information

課程名稱 : 電路學 (2) 授課教師 : 楊武智 期 :96 學年度第 2 學期

課程名稱 : 電路學 (2) 授課教師 : 楊武智 期 :96 學年度第 2 學期 課程名稱 : 電路學 (2) 授課教師 : 楊武智 學 期 :96 學年度第 2 學期 1 基礎電路學 主要在探討 電路分析技巧 教材分二部份 : 電路時域分析及電路頻域分析 時域分析 ( 電路學 (1)): 電路變數及元件 電路簡化技巧 電路分析技巧 RL 及 RC 電路的自然及步進響應及 RLC 電路的自然及步進響應 頻域分析 ( 電路學 (2)): 正弦性信號穩態分析 拉普拉斯轉換簡介 拉普拉斯轉換的電路分析及

More information

台灣大學開放式課程 有機化學乙 蔡蘊明教授 本著作除另有註明, 作者皆為蔡蘊明教授, 所有內容皆採用創用 CC 姓名標示 - 非商業使用 - 相同方式分享 3.0 台灣授權條款釋出

台灣大學開放式課程 有機化學乙 蔡蘊明教授 本著作除另有註明, 作者皆為蔡蘊明教授, 所有內容皆採用創用 CC 姓名標示 - 非商業使用 - 相同方式分享 3.0 台灣授權條款釋出 台灣大學開放式課程 有機化學乙 蔡蘊明教授 本著作除另有註明, 作者皆為蔡蘊明教授, 所有內容皆採用創用 姓名標示 - 非商業使用 - 相同方式分享 3.0 台灣授權條款釋出 hapter S Stereochemistry ( 立體化學 ): chiral molecules ( 掌性分子 ) Isomerism constitutional isomers butane isobutane 分子式相同但鍵結方式不同

More information

Finite Interval( 有限區間 ) open interval ( a, closed interval [ ab, ] = { xa x b} half open( or half closed) interval. Infinite Interval( 無限區間 )

Finite Interval( 有限區間 ) open interval ( a, closed interval [ ab, ] = { xa x b} half open( or half closed) interval. Infinite Interval( 無限區間 ) Finite Interval( 有限區間 ) open interval ( a, b) { a< < b} closed interval [ ab, ] { a b} hal open( or hal closed) interval ( ab, ] { a< b} [ ab, ) { a < b} Ininite Interval( 無限區間 ) [ a, ) { a < } (, b] {

More information

氮化鋁鎵 / 氮化鎵異質結構的電性傳輸. Electrical transport in AlGaN/GaN heterostructures

氮化鋁鎵 / 氮化鎵異質結構的電性傳輸. Electrical transport in AlGaN/GaN heterostructures 國立臺灣大學物理學研究所 碩士論文 氮化鋁鎵 / 氮化鎵異質結構的電性傳輸 Electrical transport in AlGaN/GaN heterostructures 指導教授 : 梁啟德 張本秀 研究生 : 吳坤達 中華民國九十四年七月 To my parents I 誌謝 能完成這本論文, 實在不是我一個人的力量 首先感謝梁啟德老師在學術研究上不斷督促與叮嚀, 讓我在碩士生涯體驗到做實驗的樂趣

More information

Exchange Rates and Fundamentals: Evidence from Long-horizon Regression Tests

Exchange Rates and Fundamentals: Evidence from Long-horizon Regression Tests 行 率 精 類 行 年 年 行 立 參 理 理 年 Exchange Rates and Fundamentals: Evidence from Long-horizon Regression Tests August 2007 Abstract In this paper, we apply the alternative long-horizon regression approach proposed

More information

Lecture Notes on Propensity Score Matching

Lecture Notes on Propensity Score Matching Lecture Notes on Propensity Score Matching Jin-Lung Lin This lecture note is intended solely for teaching. Some parts of the notes are taken from various sources listed below and no originality is claimed.

More information

tan θ(t) = 5 [3 points] And, we are given that d [1 points] Therefore, the velocity of the plane is dx [4 points] (km/min.) [2 points] (The other way)

tan θ(t) = 5 [3 points] And, we are given that d [1 points] Therefore, the velocity of the plane is dx [4 points] (km/min.) [2 points] (The other way) 1051 微甲 06-10 班期中考解答和評分標準 1. (10%) A plane flies horizontally at an altitude of 5 km and passes directly over a tracking telescope on the ground. When the angle of elevation is π/3, this angle is decreasing

More information

Homotopy perturbation technique

Homotopy perturbation technique Comput. Mthods Appl. Mch. Engrg. 178 (1999) 257±262 www.lsvir.com/locat/cma Homotopy prturbation tchniqu Ji-Huan H 1 Shanghai Univrsity, Shanghai Institut of Applid Mathmatics and Mchanics, Shanghai 272,

More information

適應控制與反覆控制應用在壓電致動器之研究 Adaptive and Repetitive Control of Piezoelectric Actuators

適應控制與反覆控制應用在壓電致動器之研究 Adaptive and Repetitive Control of Piezoelectric Actuators 行 精 類 行 年 年 行 立 林 參 理 劉 理 論 理 年 行政院國家科學委員會補助專題研究計畫成果報告 適應控制與反覆控制應用在壓電致動器之研究 Adaptive and Repetitive Control of Piezoelectric Actuators 計畫類別 : 個別型計畫 整合型計畫 計畫編號 :NSC 97-2218-E-011-015 執行期間 :97 年 11 月 01

More information

Dynamic Modelling of Hoisting Steel Wire Rope. Da-zhi CAO, Wen-zheng DU, Bao-zhu MA *

Dynamic Modelling of Hoisting Steel Wire Rope. Da-zhi CAO, Wen-zheng DU, Bao-zhu MA * 17 nd Intrnational Confrnc on Mchanical Control and Automation (ICMCA 17) ISBN: 978-1-6595-46-8 Dynamic Modlling of Hoisting Stl Wir Rop Da-zhi CAO, Wn-zhng DU, Bao-zhu MA * and Su-bing LIU Xi an High

More information

Elements of Statistical Thermodynamics

Elements of Statistical Thermodynamics 24 Elmnts of Statistical Thrmodynamics Statistical thrmodynamics is a branch of knowldg that has its own postulats and tchniqus. W do not attmpt to giv hr vn an introduction to th fild. In this chaptr,

More information

Digital Image Processing

Digital Image Processing Dgtal Iage Processg Chater 08 Iage Coresso Dec. 30, 00 Istructor:Lh-Je Kau( 高立人 ) Deartet of Electroc Egeerg Natoal Tae Uversty of Techology /35 Lh-Je Kau Multeda Coucato Grou Natoal Tae Uv. of Techology

More information

Title: Vibrational structure of electronic transition

Title: Vibrational structure of electronic transition Titl: Vibrational structur of lctronic transition Pag- Th band spctrum sn in th Ultra-Violt (UV) and visibl (VIS) rgions of th lctromagntic spctrum can not intrprtd as vibrational and rotational spctrum

More information

Radiation Physics Laboratory - Complementary Exercise Set MeBiom 2016/2017

Radiation Physics Laboratory - Complementary Exercise Set MeBiom 2016/2017 Th following qustions ar to b answrd individually. Usful information such as tabls with dtctor charactristics and graphs with th proprtis of matrials ar availabl in th cours wb sit: http://www.lip.pt/~patricia/fisicadaradiacao.

More information

Introduction to the quantum theory of matter and Schrödinger s equation

Introduction to the quantum theory of matter and Schrödinger s equation Introduction to th quantum thory of mattr and Schrödingr s quation Th quantum thory of mattr assums that mattr has two naturs: a particl natur and a wa natur. Th particl natur is dscribd by classical physics

More information

參考文獻. 3. Barton, N. and Choubey, V., The Shear Strength of Rock Joints in Theory and Practice, Rock Mechanics, Vol.10, pp.1-54.

參考文獻. 3. Barton, N. and Choubey, V., The Shear Strength of Rock Joints in Theory and Practice, Rock Mechanics, Vol.10, pp.1-54. 參考文獻 1. Amadei, B. and Wibowo, J. Application of Existing Models to Predict the Behavior of Rock Joints under Different Boundary Condition, Taiwan Rock Engineering Symposium, 24-25, 9, pp. 1-70(1998) 2.

More information

Electric (Rocket) Propulsion. EP Overview

Electric (Rocket) Propulsion. EP Overview Elctric (Rockt) Propulsion EP Ovrviw Elctric Propulsion-1 Basics Rockt Propulsion Elmnts Propllant Enrgy Sourc Storag Fd Systm sam in chmical rockts Storag Convrsion Acclrator Elctric Propulsion- 1 Elctric

More information

1 dx (5%) andˆ x dx converges. x2 +1 a

1 dx (5%) andˆ x dx converges. x2 +1 a 微甲 - 班期末考解答和評分標準. (%) (a) (7%) Find the indefinite integrals of secθ dθ.) d (5%) and + d (%). (You may use the integral formula + (b) (%) Find the value of the constant a for which the improper integral

More information

Tutorial Courses

Tutorial Courses 網址 : www.headway.edu.hk 教育局註冊編號 : 534463, 534471 Headway Education 進佳教育 2015-16 Tutorial Courses The SuperChemistry Series 頂尖名師課程系列 查詢報名熱線 : 2789 2069 校址 : 九龍西洋菜北街 155 號嘉康中心 3 樓 ( 太子地鐵站 A 出口, 旺角警署側, 大廈入口位於運動場道

More information

AS 5850 Finite Element Analysis

AS 5850 Finite Element Analysis AS 5850 Finit Elmnt Analysis Two-Dimnsional Linar Elasticity Instructor Prof. IIT Madras Equations of Plan Elasticity - 1 displacmnt fild strain- displacmnt rlations (infinitsimal strain) in matrix form

More information

22/ Breakdown of the Born-Oppenheimer approximation. Selection rules for rotational-vibrational transitions. P, R branches.

22/ Breakdown of the Born-Oppenheimer approximation. Selection rules for rotational-vibrational transitions. P, R branches. Subjct Chmistry Papr No and Titl Modul No and Titl Modul Tag 8/ Physical Spctroscopy / Brakdown of th Born-Oppnhimr approximation. Slction ruls for rotational-vibrational transitions. P, R branchs. CHE_P8_M

More information

The influence of electron trap on photoelectron decay behavior in silver halide

The influence of electron trap on photoelectron decay behavior in silver halide Th influnc of lctron trap on photolctron dcay bhavior in silvr halid Rongjuan Liu, Xiaowi Li 1, Xiaodong Tian, Shaopng Yang and Guangshng Fu Collg of Physics Scinc and Tchnology, Hbi Univrsity, Baoding,

More information

Lecture 13: Conformational Sampling: MC and MD

Lecture 13: Conformational Sampling: MC and MD Statistical Thrmodynamics Lctur 13: Conformational Sampling: MC and MD Dr. Ronald M. Lvy ronlvy@tmpl.du Contributions from Mik Andrc and Danil Winstock Importanc Sampling and Mont Carlo Mthods Enrgy functions

More information

Hydrogen Atom and One Electron Ions

Hydrogen Atom and One Electron Ions Hydrogn Atom and On Elctron Ions Th Schrödingr quation for this two-body problm starts out th sam as th gnral two-body Schrödingr quation. First w sparat out th motion of th cntr of mass. Th intrnal potntial

More information

Frequency Response (Bode Plot) with MATLAB

Frequency Response (Bode Plot) with MATLAB Frequency Response (Bode Plot) with MATLAB 黃馨儀 216/6/15 適應性光子實驗室 常用功能選單 File 選單上第一個指令 New 有三個選項 : M-file Figure Model 開啟一個新的檔案 (*.m) 用以編輯 MATLAB 程式 開始一個新的圖檔 開啟一個新的 simulink 檔案 Help MATLAB Help 查詢相關函式 MATLAB

More information

Advanced Engineering Mathematics 長榮大學科工系 105 級

Advanced Engineering Mathematics 長榮大學科工系 105 級 工程數學 Advanced Engineering Mathematics 長榮大學科工系 5 級 姓名 : 學號 : 工程數學 I 目錄 Part I: Ordinary Differential Equations (ODE / 常微分方程式 ) Chapter First-Order Differential Equations ( 一階 ODE) 3 Chapter Second-Order

More information

Linear Regression. Applied Linear Regression Models (Kutner, Nachtsheim, Neter, Li) hsuhl (NUK) SDA Regression 1 / 34

Linear Regression. Applied Linear Regression Models (Kutner, Nachtsheim, Neter, Li) hsuhl (NUK) SDA Regression 1 / 34 Linear Regression 許湘伶 Applied Linear Regression Models (Kutner, Nachtsheim, Neter, Li) hsuhl (NUK) SDA Regression 1 / 34 Regression analysis is a statistical methodology that utilizes the relation between

More information

2015 年度研究活動報告理工学術院 先進理工 応用物理学科小澤徹 Department of Applied Physics, Waseda University

2015 年度研究活動報告理工学術院 先進理工 応用物理学科小澤徹 Department of Applied Physics, Waseda University 2015 年度研究活動報告理工学術院 先進理工 応用物理学科小澤徹 Tohru OZAWA Department of Applied Physics, Waseda University 出版された論文 R. Carles, T. Ozawa Finite time extinction for nonlinear Schrödinger equation in 1D and 2D, Commun.

More information