FINITE ELEMENT ANALYSIS OF STRESSES IN BEAM

Size: px
Start display at page:

Download "FINITE ELEMENT ANALYSIS OF STRESSES IN BEAM"

Transcription

1 Dpartmnt of Civil and Structural Enginring Conrad Arnan Ribas FINITE EEMENT ANAYSIS OF STRESSES IN BEAM STRUCTURES Final projct Espoo, Suprvisor: Profssor Jukka Aalto Instructor: Profssor Jukka Aalto

2 ABSTRACT AATO UNIVERSITY SCHOOS OF TECHNOOGY PO Box 000, FI AATO ABSTRACT OF THE FINA PROJECT Author: Conrad Arnan Ribas Titl: Finit lmnt analsis of strsss in bam structurs School: Enginring Dpartmnt: Civil and Structural Enginring Profssorship: Structural mchanics Cod: Rak-54 Suprvisor: Jukka Aalto Instructor(s): Jukka Aalto Abstract: This Final projct dals with dtrmining of strsss in bam structurs. First, warping function basd on finit lmnt formulations for dtrmining shar strsss at bam cross-sctions undr biaxial bnding and twisting ar dvlopd and discrtid. Scond, finit lmnt programs for analsis of bams and thr-dimnsional frams ar dvlopd. Ths programs, which hav bn implmntd in MATAB nvironmnt, ar thn combind to a program sstm, which dtrmins fficintl th combind stat of strsss at an cross-sction of a bam or 3D fram. In ordr to compar th rsults of th prsntd approximat tchniqu to practicall xact ons, a program, basd on th finit prism mthod, for solving strsss in a simpl supportd prismatic bam has furthr bn dvlopd. Th rsults of th prsntd tchniqu and finit prism mthod ar compard using xampl problms. In gnral, closd thin-walld and solid cross-sctions giv rall accurat rsults, whras opn thinwalld cross-sctions do not. Som discrpancis in th shar strsss valus can b found usuall in th points of th bam whr an load starts or finishs. Composit crosssctions can b analsd appling this mthodolog. Finall, applications of th dvlopd program ar dmonstratd with som mor practical xampls. Dat: anguag: English Numbr of pags: 90 Kwords: Finit lmnt analsis, 3D fram, Brnoulli-Eulr kinmatics, warping function, combind strss stat, irrgular cross-sction gomtr, composit cross-sction

3 Finit lmnt analsis of strsss in bam structurs 2 TABE OF CONTENTS Abstract... Tabl of contnts... 2 Prfac Introduction Aims and objctivs of th rsarch Rsarch mthods Finit lmnt mthod Quadratic isoparamtric lmnts -D Biquadratic isoparamtric agrang lmnts 2-D Numrical intgration Mthod dvlopmnt Assumptions Fram analsis Finit lmnt quations of a bar lmnt Coordinat chang Global sstm Strss rsultants Strss distribution Cross-sctional proprtis Tnsion / Comprssion... 30

4 Finit lmnt analsis of strsss in bam structurs Biaxial bnding Shar cntr Torsion Gnral cas Biquadratic finit prism mthod Assumptions Mthod dscription Validation of th mthod Comparison btwn th two mthods Discussion of th rsults Dmonstrativ xampls Conclusions Acknowldgmnts Rfrncs Appndix... 89

5 Finit lmnt analsis of strsss in bam structurs 4 PREFACE Dtrmining of strsss in bam structurs is standard taching matrial in basic courss on mchanics of matrials and structural mchanics [], [2]. Howvr, thr ar two topics which ar not dalt with nough dpth at this lvl. Th first thing is torsion. Torsion of circular and thin-walld hollow shafts and fr torsion of thin-walld opn cross-sctions ar usuall considrd in ths txts carfull. Introduction to torsion of bams with gnral cross-sction is, howvr, don using so-calld mmbran analog, which is basd on strss function formulation of fr torsion of a cross-sction with gnral shap [3]. This mmbran analog has bn chosn in basic taching txts, bcaus it is an xcllnt tool in xplaining th bhaviour of shar strsss in a crosssction. Th mmbran analog as such cannot, howvr, giv dfinit numrical rsults to th shar strsss in a twistd cross-sction. In ordr to do this, on should b abl to solv th original problm of fr torsion. Diffrnt formulations of this problm ar prsntd in th litratur (for xampl [3], [5] and [6]). Solution of this problm basd on strss function formulation [3] and th finit lmnt mthod is wll known and dmonstratd in rfrnc [4]. This formulation is not, howvr, straightforward and as to implmnt, if th crosssction contains hols. In this contxt, th warping function formulation [6] is simplr and th corrsponding finit lmnt solution using linar triangular lmnts has first bn prsntd in rfrnc [7]. In this projct, th finit lmnt quations for solving th torsional problm ar basd on this warping function formulation and biquadratic isoparamtric lmnts [8]. Th scond thing, which is not tackld through in standard txts on structural mchanics, is shar strsss causd b bnding. Tpicall shar flux on an longitudinal sction btwn two parts of th bam can b dtrmind using simpl quilibrium considration. With th hlp of such shar fluxs avrag, but not xact, shar strsss on th cross-sction can furthr b dtrmind. Howvr, dtrmination of th shar strsss distribution causd b bnding on a cross-sction of an shap is possibl. Corrsponding formulations hav bn prsntd for xampl in rfrncs [3] and [6]. Finit lmnt solution basd on warping function formulation and using linar triangular lmnts has bn first prsntd in rfrnc [9]. In this thsis th finit lmnt quations for solving th bnding shar strsss ar basd on this warping function formulation and biquadratic isoparamtric lmnts [0], [].

6 Finit lmnt analsis of strsss in bam structurs 5 2 INTRODUCTION 2. AIMS AND OBJECTIVES OF THE RESEARCH Th goal in this final projct is to dvlop a finit lmnt basd program in MATAB nvironmnt, which solvs th strss rsultants of a bam structur and using ths, th combind stat of strsss at an point in this structur. Th program thus consists of two main parts. Th first part solvs th strss rsultants of th structur using cubic C continuous spac fram lmnts undr givn loading. Th scond part prforms strss analsis of th cross-sction b combining th ffcts of axial loading, torsion and biaxial bnding using th obtaind strss rsultants as data. 2.2 RESEARCH METHODS Th spac fram program uss tpical straight, cubic C continuous spac fram lmnts [2] of constant stiffnss. Th loading consists of linarl distributd axial and transvrs load and twisting momnt within lmnts and concntratd loads and momnts at th nods. Although th lmnts ar rathr simpl, th produc xact solution for th strss rsultants at th lmnt nods if th lmnts ar straight and uniform and th loading is just as dscribd. Th can also b usd in connction with modratl curvd bam structurs and structurs with variabl thicknss if th finit lmnt grid is chosn to b sufficintl dns. 0 Th program for calculating th cross-sctional strsss uss C continuous isoparamtric biquadratic quadrilatral lmnts with nin nods and numrical intgration. It calculats th ffcts of normal forc, shar forcs, twisting momnt and bnding momnts to th cross-sctional strsss and thus obtains th combind stat of strsss. In ordr to stud th fficinc of th dvlopd tchniqu, a program, basd on th finit prism mthod [4], [3], [4] and [5], has also bn dvlopd in this thsis. This program is basd on thr dimnsional lasticit quations and dos not hav th rstrictions of classical bam thor. Thus th rsults obtaind using this program giv good comparison data for studing th accurac of th nhancd bam thor of this projct. Th finit prism program also uss C 0 continuous isoparamtric biquadratic lmnts and numrical intgration. It can handl simpl supportd straight bams with arbitrar cross-sction. Th loading can b surfac load, which is picwis constant in axial dirction and quadraticall

7 Finit lmnt analsis of strsss in bam structurs 6 distributd in transvrs dirction, volum forc, which is picwis constant in axial dirction, or distributd nodal lin load, which is picwis constant in axial dirction. Thr simpl supportd xampl bams, with solid rctangular, opn U-shapd and hollow rctangular cross-sction ar considrd in th comparison stud. Each bam is loadd b narrow uniform rctangular surfac load acting on th scond half of th bam. Both cntric loading causing pur bnding and ccntric loading causing mixd torsion and bnding hav bn studid. Th strss rsults of th two mthods ar compard at quartr points and midpoint of th bam. Th final xampl problms of th thsis hav bn slctd to dmonstrat th applications of th dvlopd program. Th first problm considrs a circular bam in th horiontal plan loadd b uniform lin load along th axis of th bam. Th cross-sction is trapoidal and non-smmtric. Both torsion and bnding ar prsnt. Th scond xampl problm is a slightl curvd smmtric girdr in th vrtical plan loadd b uniform transvrs load in th smmtr plan. Th cross-sction is solid and T-formd, but to avoid strss singularitis at th cornrs, th hav bn smoothd using circls. Both axial loading and bnding is prsnt in this problm. Th third xampl problm considrs th application of th dvlopd mthod to a composit bam. Th cross-sction consists of concrt dck and stl U-shapd thin-walld plat. Both pur bnding and twisting cass ar studid sparatl.

8 Finit lmnt analsis of strsss in bam structurs 7 3 FINITE EEMENT METHOD In ordr to solv th lastic problm, th finit lmnt mthod will b usd with modlling and discrtiation of th objct undr stud. On- and two-dimnsional lmnts ar ndd, so th basics of both ar going to b dscribd [6]. In all cass, th sort of lmnt is going to b th sam, which is quadratic in on dimnsion and biquadratic agrang in two dimnsions, to obtain mor accurat rsults. Morovr, th us of isoparamtric lmnts is important to b abl to modl cross-sctions of an shap. Furthrmor, numrical intgration [6] for solving on- and two-dimnsional intgrals is xplaind in connction with th application of th finit lmnt mthod. 3. QUADRATIC ISOPARAMETRIC EEMENTS -D A quadratic lin lmnt with thr quall spacs nods in natural coordinats, ξ, is considrd (Fig. 3.). Th shap functions of this lmnt ar obtaind using quadratic agrang polnomials as ( ξ ξ2)( ξ ξ3) ( ξ 0)( ξ ) N ( ξ) = = = ξ( ξ), ( ξ ξ2)( ξ ξ3) ( 0)( ) 2 ( ξ ξ)( ξ ξ3) [ ξ ( )]( ξ ) N2 ( ξ ) = = = ( ξ)( + ξ), (3.) ( ξ2 ξ)( ξ2 ξ3) [0 ( )](0 ) ( ξ ξ)( ξ ξ2) [ ξ ( )]( ξ 0) N3 ( ξ ) = = = ( ). ( ξ ξ )( ξ ξ ) [ ( )]( 0) 2 ξ + ξ Fig. 3.: Shap functions of a thr nod quadratic lin lmnt in natural coordinat ξ Drivativs N, dn / dξ of th -dimnsional shap functions (3.) with rspct to th i ξ natural coordinats ξ ar i

9 Finit lmnt analsis of strsss in bam structurs 8 N N N, ξ 2, ξ 3, ξ ( ξ ) = ( 2 ξ ), 2 ( ξ) = 2 ξ, ( ξ ) = (+ 2 ξ ). 2 (3.2) In Fig. 3.2 (a), a thr nod quadratic isoparamtric lin lmnt is prsntd b a lin sgmnt of lngth 2 in th natural ξ lin and in Fig. 3.2 (b) b a curvd lin sgmnt in th phsical x,-plan. Fig. 3.2: A thr nod quadratic isoparamtric lin lmnt (a) in natural coordinat ξ and (b) in phsical coordinats x, Th shap of th lmnt in th phsical plan is xprssd b position vctor r( ξ ) = x( ξ) i+ ( ξ) j, (3.3) whr th functions x( ξ ) and ( ξ ) ar 3 x( ξ) = N ( ξ) x, i= 3 ( ξ) = N ( ξ). i= i i i i (3.4) Diffrntial vctor btwn points ξ and ξ + dξ in th phsical plan is dr dx d dr = dξ = i+ j dξ = ( x, ξ i +, ξ j ) dξ. (3.5) dξ dξ dξ Th lngth of this diffrntial vctor is 2 2 ds = x, ξ +, ξdξ (3.6)

10 Finit lmnt analsis of strsss in bam structurs 9 and it is th lngth of a diffrntial lin lmnt corrsponding to diffrntial chang dξ of th natural coordinat. Th drivativs of th coordinats functions x( ξ ) and ( ξ ) quation (3.6) ar obtaind using formulas in 3 x, ( ξ) = N ( ξ) x, ξ i= 3 i= i, ξ, ( ξ) = N ( ξ). ξ i, ξ i i (3.7) 3.2 BIQUADRATIC ISOPARAMETRIC AGRANGE EEMENTS 2-D Shap functions of a biquadratic quadrilatral agrangian lmnt in natural co-ordinats ξ and η (Fig. 3.3) can b obtaind with th hlp of shap functions (3.) using th formula N3( i ) + j( ξη, ) = Ni ( ξ) N j( η), i, j =,2,3. (3.8) Fig. 3.3: Thr shap functions of a nin nod biquadratic quadrilatral agrang lmnt in natural co-ordinatsξ and η Thrfor, on obtains

11 Finit lmnt analsis of strsss in bam structurs 0 N( ξη, ) = N( ξ) N( η) = ξ( ξη ) ( η), 4 N2( ξ, η) = N2( ξ) N( η) = ( ξ)( + ξ) η( η), 2 N3( ξη, ) = N3( ξ) N( η) = ξ( + ξη ) ( η), 4 N4( ξ, η) = N( ξ) N2( η) = ξ( ξ)( η)( + η), 2 tc. (3.9) Partial drivativs N, N / ξ and N, N / η of th 2-dimnsional shap functions (3.9) ar i ξ i iη i N N, ξ N, η ( ξη, ) = ξ( ξ)( 2 η), ( ξη, ) = ( 2 ξη ) ( η), 4 4 N ( ξ, η) = ( ξ)( + ξ)( 2 η), 2, 2, (, ) ( ), η ξ ξη = ξη η 2 N3, ξ( ξη, ) = (+ 2 ξη ) ( η), N3, η( ξη, ) = ξ( + ξ)( 2 η), 4 4 N4, (, N4, (, ) ( 2 )( )( ), η ξη) = ξ( ξ) η, ξ ξη = ξ η + η 2 tc. tc. (3.0) Fig. 3.4: A nin nod quadratic isoparamtric quadrilatral lmnt (a) in natural coordinat, (b) in phsical coordinats x, ξ η and

12 Finit lmnt analsis of strsss in bam structurs In Fig. 3.4 (a), a nin nod quadrilatral agrang isoparamtric lmnt is prsntd b a squar of sid lngths 2 in th natural ξ, η plan and in Fig. 3.4 (b) b a curvd quadrilatral in th phsical x,-plan. Th shap of th lmnt in th phsical plan is xprssd b position vctor r( ξ, η) = x( ξ, η) i+ ( ξ, η) j, (3.) whr th functions x( ξ, η ) and ( ξ, η ) ar 9 x( ξη, ) = N ( ξη, ) x, i= 9 ( ξη, ) = N ( ξη, ). i= i i i i (3.2) Diffrntial vctor btwn points ξ, η and ξ + dξη, in th phsical plan is r x dr = dξ = i+ j dξ = ( x, ξ i +, ξ j ) dξ. (3.3a) ξ ξ ξ and a diffrntial vctor btwn points ξ, η and ξ, η + dη in th phsical plan is r x dr2 = dη = i+ j dη = ( x, η i +, η j ) dξ. (3.3b) η η η Th diffrntial ara of th lmnt in th phsical plan corrsponding to a diffrntial squar dξdη in th natural plan is x, ξ, ξ 0 x, ξ, ξ da= dr dr2i k = x, η, η 0 dξdη = dξdη. (3.4) x, η, η 0 0 This rsult is usuall xprssd as da = dt J dξdη, (3.5) whr dt J is dtrminant of so-calld Jacobian matrix x ξ ξ x, ξ, ξ J = x x, η,. (3.6) η η η Th partial drivativs of th functions x( ξ, η ) and ( ξ, η) in formula (3.2) ar obtaind using formulas

13 Finit lmnt analsis of strsss in bam structurs ξ ξη = i, ξ ξη i ξ ξη = i, ξ ξη i i= i= x, (, ) N (, ) x,, (, ) N (, ), 9 9 η ξη = i, η ξη i η ξη = i, η ξη i i= i= x, (, ) N (, ) x,, (, ) N (, ). (3.7) atr, partial drivativs of th shap functions N i with rspct to th phsical coordinats x and in trms of th corrsponding drivativs with rspct to th natural coordinats ξ and η ar ndd. Using th chain rul of diffrntiations on can writ Ni x Ni N i = + ξ ξ x ξ Ni x Ni Ni = + η η x η or with our notation N = x, N +, N N = x, N +, N i, ξ ξ i, x ξ i, i, η η i, x η i, (3.8) or N i, ξ N ix, = J. N i, η N i, (3.9) Invrting this rlation givs N ix, N i, ξ = J, N i, N i, η (3.20) whr J is th invrs of th Jacobian matrix. Th 2 2 Jacobian matrix J can asil b invrtd and th rsult is,, η ξ J = dt x, η x,, (3.2) J ξ whr th Jacobian dtrminant is x, ξ, ξ dt J = = x, ξ, η x, η, ξ. (3.22) x,, η η Rlations (3.20) can now b writtn in final form as, (,,, Nix= η Niξ ξ Ni, η ), dt J, (,,, Ni= x η Niξ + x ξ Ni, η ). dt J (3.23)

14 Finit lmnt analsis of strsss in bam structurs NUMERICA INTEGRATION If tpical two dimnsional problms ar anald using th finit lmnt mthod, following lin and surfac intgrals ovr th lmnt ar ndd () s I = F s ds, I2 = F2 ( x, ) da. (3.24) A Ths intgrals can b xprssd in natural coordinats, b using quations (3.6) and (3.5) and changing th intgration limits + I = f ( ξ ) dξ, I f ( ξ, η) dξdη =, (3.25) whr 2 2 ξ ξ 2 2 f ( ξ ) = F ( ξ) x, ( ξ) +, ( ξ), f ( ξ, η) = F [ x( ξ, η), ( ξ, η)]dt J ( ξ, η). (3.26) Intgrands (3.26) ar, in gnral cas, so complicatd functions, that analtical intgration is impossibl. Thrfor numrical intgration is ndd. Approximat valus of intgrals (3.26) ar obtaind numricall using formulas n k k= I w f ( ξ ), I2 w f2( ξ, η ), (3.27) k n k= k k k whr n and n ar th numbr of intgration points of th lin lmnt and th surfac lmnt, rspctivl, w k is th wight and ξ k and η k ar th coordinats of th intgration point k. Ths quantitis for on and two dimnsional intgration ar listd in Tabls 3. and 3.2 rspctivl.

15 Finit lmnt analsis of strsss in bam structurs 4 Tabl 3.: Intgration wights, coordinats of intgration points and maximum intgr xponnt p,, p whichh allows xact intgration of powr ξ, for on dimnsional Gauss numrical intgration ovr intrval ξ. n Figur k wk ξ p k 2 0 ξ ξ ξ /9 8/9 5/9 / 3 +/ 3 3/ /5 3 5 Tabl 3.2: Intgration wights, coordinats of intgration points and maximum intgr xponnt p,, p p whichh allows xact intgrationn of powr trm ξ η, for two dimnsional Gauss numrical intgrationn ovr squar ξ, η. n Figur k w k ξk η k p / +/ / +/ / / +/ +/ /8 40 /8 25 /8 40 /8 64 /8 40 /8 25 /8 40 /8 25 / /5 3 /5 3 /5 3 /5 3 /5 3 / / 5 3/ 5 3/ 5 3/ 5 3/ 5 3/ 5 5

16 Finit lmnt analsis of strsss in bam structurs 5 4 METHOD DEVEOPMENT In ordr to achiv th strss distribution, first of all an analsis of th fram must b ralisd to obtain strss rsultants that act in ach cross-sction, and latr, th strss valus ar calculatd with this information. 4. ASSUMPTIONS Whn doing th analsis, som hpothsis will b takn into account: matrial is lastic and isotropic and th analsis will b linar gomtricall and matriall. Cross-sctions can b mad of diffrnt matrials and th fram can b composd of diffrnt cross-sctions. Thus, plasticit, ffct of joints and buckling will not b considrd. Th fram can b loadd in diffrnt was: distributd axial forcs, transvrs forcs and twisting momnts; and concntratd nodal forcs and momnts. 4.2 FRAME ANAYSIS Th first us of th finit lmnt mthod is mad with th fram analsis. Th ntir fram must b discrtid into svral bar lmnts. Each lmnt provids a st of quations to form th gnral quation st and solv th problm [7], [8] FINITE EEMENT EQUATIONS OF A BAR EEMENT Th basic unknown functions of a bar lmnt undr tnsion/comprssion, torsion and biaxial bnding ar axial displacmnt, ux ( ), dflctions vx ( ) and wx ( ) and angl of twist ϕ ( x). Th axial displacmnt and angl of twist within an lmnt ar approximatd using t 0 C continuous linar finit lmnt approximations ux ˆ( ) = N( xu ) + N( xu ), l l 2 2 ˆ ϕ ( x) = N ( x) ϕ + N ( x) ϕ, l l t t 2 t2 (4.) whr N = ξ, N = ξ, (4.2) l l 2 and

17 Finit lmnt analsis of strsss in bam structurs 6 ξ = x x. (4.3) Th dflctions within an lmnt ar approximatd using C c continuous cubic finit lmnt approximations c c c vx ˆ( ) = N ( x) v + N ( x) ϕ + N ( x) v + N ( x) ϕ, c wx ˆ( ) = N ( x) w N ( x) ϕ + N ( x) w c c c 4 2 N ( x) ϕ c, 4 2 (4.4) whr 2 3 c 2 N = 3ξ + 2 ξ, N = 3 c 2 3 c 2 ( ξ 2ξ + ξ ), N = 3 ξ 2 ξ, N = ξ c ( + ξ 3 ). (4.5) Fig. 4.: (a) Numbring of dgrs of frdom, (b) gnralid displacmnts and (c) gnralid forcs Numbring of th dgrs of frdom of th bam lmnt is shown in Fig. 4.a, th gnralid displacmntss a, i =,,2 (s Fig. 4.b) ar th u, v, w ( i =,2) and rotations ϕ, ϕ, ϕ, ( i =,2) and th corrsponding gnralid forcs i i i i ti i i nodal displacmnts

18 Finit lmnt analsis of strsss in bam structurs 7 F, i =,,2 (s Fig. 4.c) ar th nodal forcs U, V, W ( i =,2) and momnts i i i i Mti, Mi, Mi, ( i=,2). In th following, rlationships btwn gnralid forcs and gnralid displacmnts of th bam lmnts will b drivd. Th approximations (4.) and (4.4) of th basic unknowns can b writtn as ux ˆ( ) vx ˆ( ) uˆ ( x) = N ( x) a (4.6) wx ˆ( ) ˆ ϕt ( x) 4 whr l l N N c c c c 0 N N2 0 N N4 N = (4.7) c c c c 0 0 N 0 N N3 0 N4 0 l l N N and a T = [ u v w ϕt ϕ ϕ u2 v2 w2 ϕt2 ϕ2 ϕ2] 2 a 2 a. (4.8) Th approximations of th axial strain, twist pr unit lngth and curvaturs ar duˆ l l ˆ ε x( x) ( x) = N, x( x) u + N2, x( x) u2, dx d ˆ ϕ ˆ( ) t ( ) l, ( ) l θ x x = N x x ϕt + N2, x ( x ) ϕt2, dx 2 dwˆ c c c c ˆ κ( x) ( x) = N 2, xx( x) w + N2, xx( x) ϕ N3, xx( x) w2 + N4, xx( x) ϕ2, dx 2 dvˆ c c c ˆ κ( x) ( x) = N 2, xx( x) v N2, xx( x) ϕ N3, xx( xv ) 2 N c 4, xx ( xϕ ) 2 dx (4.9) and th can b writtn as ˆ ( ) ( ) Ε x = B x a, (4.0)

19 Finit lmnt analsis of strsss in bam structurs 8 whr ˆ ε x( x) ˆ ˆ( θ x ) Ε( x) = ˆ κ ( x) ˆ κ ( x) 4 (4.) and B 42 l l N, x N2, x l l N, x N2, x 0 0 = c c c c 0 0 N, xx 0 N2, xx N3, xx 0 N4, xx 0 c c c c 0 N, xx N2, xx 0 N3, xx N4, xx (4.2) In th following, th finit lmnt quations of a bam lmnt ar drivd using th principl of virtual work. In this contxt, th virtual gnralid displacmnts δu and th virtual gnralid strains δε ar approximatd similarl to δux ˆ( ) δvx ˆ( ) δuˆ( x) = N ( x) δa (4.3) δ wx ˆ( ) δϕˆ t ( x) and δε x( x) ˆ δθ ( x) δε ( x) = B ( x) δa, (4.4) δκ ( x) δκ ( x) whr th virtual gnralid displacmnts ar δ a T = = [ u v w t u2 v2 w2 t2 2 2] δ a 2 δa δ δ δ δϕ δϕ δϕ δ δ δ δϕ δϕ δϕ. (4.5) Now, th principl of virtual work to lmnt is usd. That is

20 Finit lmnt analsis of strsss in bam structurs 9 δw δw + δw =, (4.6) int xt 0 whr th intrnal virtual work of th lmnt is Ε Σ, (4.7) T δwint = ( Nδεx + Mtδθ + M δκ + Mδκ) dx= δ dx whr δε is th vctor of virtual gnralid strains and N( x) M t ( x) Σ ( x) = M ( x) M ( x) 4 (4.8) is th vctor of gnralid strsss. Th rlation btwn th gnralid strsss and gnralid strains can b writtn as Σ= D( Ε Ε 0), (4.9) whr ( EA) ( GI) 0 0 t = 0 0 ( EI) ( EI) 0 0 ( EI) ( EI) D (4.20) is th gnralid strss-strain matrix, whr its trms ar dscribd in chaptr 4.3. and 4.3.4, and Ε 0 ε x0 θ 0 = κ 0 κ 0 (4.2) is th vctor of initial gnralid strains. B insrting xprssion (4.9) of gnralid strsss into th xprssion (4.7) of intrnal virtual work, on gts

21 Finit lmnt analsis of strsss in bam structurs 20 δw = δε DΕdx+ δε DΕ dx. (4.22) T T int 0 For th xtrnal virtual work of th lmnt, δw = ( q δu+ q δv+ q δw+ mδϕ ) dx xt x t + Uδu( x ) + Vδv( x ) + Wδw( x ) + M δϕ ( x ) + M δϕ ( x ) + M δϕ ( x ) t t + U δu( x ) + Vδv( x ) + Wδw( x ) + M δϕ ( x ) + M δϕ ( x ) + M δϕ ( x ), t2 t (4.23) whr qx ( x ), q ( x ) and q ( x) ar axial and transvrs distributd loads and mt ( x ) is distributd twisting momnt load. Now, th total virtual work of th lmnt can b obtaind as δw δw + δw int xt = δε DΕdx + δε DΕ dx + δu qdx T T T 0 + Uδu( x ) + Vδv( x ) + Wδw( x ) + M δϕ ( x ) + M δϕ ( x ) + M δϕ ( x ) t t + U δu( x ) + Vδv( x ) + Wδw( x ) + M δϕ ( x ) + M δϕ ( x ) + M δϕ ( x ) t2 t (4.24) whr qx q q m q = (4.25) is th vctor of distributd gnralid loads. Basd on th principl of virtual work, th total virtual work (4.24) should disappar with arbitrar virtual gnralid displacmnts δu ( x). Substituting th approximations (4.9), (4.0), (4.2) and (4.3) into th xprssion (4.24) and taking furthr into account that ( δux) = δu = δa, ( δ vx) = δv = δa2, ( δ wx) = δw = δa3, δϕt( x) = δϕt = δa4, δϕ( x) = δϕ = δa5, ( δϕ x) = δϕ = δa6, (4.26) ( δux2) = δu2 = δa7, ( δ vx2) = δv2 = δa8, ( δ wx2) = δw2 = δa9, δϕt( x2) = δϕt2 = δa0, δϕ( x2) = δϕ2 = δa, ( δϕ x2) = δϕ2 = δa2

22 Finit lmnt analsis of strsss in bam structurs 2 th xprssion (4.24) gts th form δwˆ = δa ( B DB dxa + B DΕ dx+ N qdx+ F ). (4.27) T T T T 0 Th principl of virtual work δ W = 0 with arbitrar virtual gnralid displacmnts rsults to th lmnt quation of th bam lmnt δa now F = K a R, (4.28) whr F T = [ U V W Mt M M U2 V2 W2 Mt2 M 2 M2] F 2 F, (4.29) is th gnralid nodal forc vctor, K = B DB dx T (4.30) is th lmnt stiffnss matrix and R T T = N q dx + B DΕ 0 dx (4.3) is th lmnt load vctor. In th gnral cas, whn th gnralid strss-strain matrix D, th initial gnralid strain vctor Ε 0 and distributd load vctor q ar functions of x, th lmnt stiffnss matrix and load vctor can b obtaind using numrical intgration. Th intgration variabl is first changd to ξ rsulting to T K = B ( ξ ) D( ξ) B ( ξ) dξ (4.32) 0 and T T = [ ( ) ( ) + ( ) ( ) 0( )] 0 R N ξ q ξ B ξ D ξ Ε ξ dξ (4.33)

23 Finit lmnt analsis of strsss in bam structurs 22 Numrical intgration is thn applid rsulting to n T K = wk B ( k) D( k) B ( k) k = (4.34) and n T T = wk [ ( k) ( k) + ( k) ( k) 0( k)] k = R N q B D Ε, (4.35) whr th notation ( k) = ( ξ k ) for th valu of a function at intgration point k is usd. Hr th problm is rstrictd to th cas in which th gnralid strss strain matrix D and th gnralid initial strain vctor Ε 0 ar constants, D and Ε 0, within th lmnt. Th distributd load q is supposd to b a linar function of x and can b writtn as q( ξ ) = q ( ξ) + q ξ. (4.36) 2 It is as to s that th lmnt stiffnss matrix and th lmnt load vctor gt th form of T K = B ( ξ) D B ( ξ) dξ 0 (4.37) and = ( ξ) T ( ξ) dξ + ξ T ( ξ) dξ T 2 + ( ξ) dξ R N q N q B D Ε (4.38) Th intgrations in quations (4.37) and (4.38) can b prformd analticall rsulting to final xprssions (4.39) for th lmnt stiffnss matrix and (4.40) for th lmnt load vctor.

24 Finit lmnt analsis of strsss in bam structurs 23 ( EA) ( EA) ( EI) 2( EI ) 6( EI ) 6( ) 2( ) 2( ) 6( ) EI EI EI EI 6( EI) ( EI ) 2( EI ) 6( EI ) 6( EI) 2( EI) 2( EI) 6( EI ) 6( EI) ( GI) t ( GI) t ( EI) 6( EI ) 4( EI) 4( EI ) 6( EI ) 6( EI) 2( EI) 2( EI) ( EI) 6( EI ) 4( EI ) 4( ) 6( ) 6( EI) EI EI 2( EI ) 2( EI ) K = ( EA) ( EA) ( ) 2( EI) 6( EI) 6( ) 2( ) 2( EI ) 6( EI ) EI EI EI 6( EI) ( EI) 2( EI ) 6( EI) 6( EI ) 2( EI) 2( EI ) 6( EI) 6( EI ) ( GI) t ( GI) t ( EI) 6( EI ) 2( EI) 2( EI ) 6( EI) 6( EI) 4( EI) 4( EI) ( EI) 6( EI ) 2( EI ) 2( EI ) 6( ) 4( ) 6( EI) EI EI 4( EI ) (4.39) R 2qx + q 2 x ( EA ) ε x0 6 7q+ 3q q+ 3q m + m 2 ( GI t ) θ0 6 q q ( EI) κ0 ( EI) κ q q ( EI) κ0 + ( EI) κ = qx + 2qx2 + ( EA ) ε x0 6 3q + 7q2 20 3q + 7q2 20 m + 2m2 + ( GI t ) θ0 6 q q ( EI) κ0 + ( EI) κ q q2 2 + ( EI) κ0 ( EI) κ (4.40)

25 Finit lmnt analsis of strsss in bam structurs COORDINATE CHANGE Whn assmbling th global stiffnss matrix and th global load vctor, it is compulsor that lmntar componnts of both ar xprssd in th sam coordinat sstm, which is arbitrar and will b calld th global coordinat sstm. Th dgrs of frdom and lmnt quations of a thr dimnsional fram lmnt in lmnt coordinat sstm x,, (s Fig. 4.2) ar idntical to thos of a bam lmnt undr axial loading, twisting and biaxial bnding (s Eq. 4.28). Th lmnt quations in lmnt coordinat sstm can thus b writtn as F = K a R, (4.4) whr K and R ar th lmnt stiffnss matrix and th lmnt load vctor of a bam lmnt undr axial loading, twisting and biaxial bnding. j k i Global coordinat sstm x n l Elmnt coordinat m sstm 2 x Fig. 4.2: Global coordinat sstm and lmnt coordinat sstm Essntial part of forming th lmnt quations of a thr dimnsional fram lmnt is finding out th coordinat chang btwn th global coordinat sstm and th lmnt coordinat sstm (Fig. 4.2). Th bas vctors l, m, n of th lmnt coordinat sstm in th global coordinat sstm ar writtn as

26 Finit lmnt analsis of strsss in bam structurs 25 l = l i+ l j+ l k, x m= m i+ m j+ m k, x n= n i+ n j+ n k. x (4.42) In th following, th componnts of ths bas vctors will b chosn in a rasonabl wa. Bcaus th bas vctor l is coinciding to th axis of th lmnt, it is obtaind for its componnts x2 x 2 2 lx =, l = l =, (4.43) whr = ( x x ) + ( ) + ( ) (4.44) is th lngth of th lmnt. Th componnts of bas vctors m and n can b slctd using diffrnt was. Hr, th global axis has bn chosn to b vrtical and dircting downwards. Consquntl, th x and axs ar in a horiontal plan. Bcaus bams in civil nginring fram structurs usuall consist of vrtical sid plans and ar oftn smmtric with rspct to a vrtical plan, a rasonabl choic could b to dmand that th x ', plan should b vrtical. This mans, that axis should li in a horiontal plan or th componnt n of th bas vctor n should vanish. Bcaus th lngth of th bas vctor n is on and th bas vctors n and l ar orthogonal, on gts n n + n = n =± n. (4.45) x x and nl nl + nl = nl ± n l = n = 2 i x x 0 x x x 0 x. (4.46) 2 2 lx + l l Thus w hav for th componnts of th bas vctor n l l n =, n =, n = 0. (4.47) x x lx + l lx + l Th bas vctor m can b obtaind as a cross-product

27 Finit lmnt analsis of strsss in bam structurs 26 m = n l = ( n i+ n j) ( l i+ l j+ l k) = n l i n l j+ ( n l n l ) k. (4.48) x x x x x Thus its componnts ar m = n l, m = n l, m = n l n l. (4.49) x x x x Equations (4.43), (4.47) and (4.49) in this ordr, can now b usd for calculating th componnts of th bas vctors l, m and n. In cas that th fram contains vrtical bams, bas vctor n of ths bams must b obtaind in a diffrnt wa. It has bn dcidd that in this cas, vctor n is going to b th sam as its countrpart in th adjacnt non-vrtical bam. Vctor m can b obtaind using Eq. (4.49). A tpical displacmnt vctor u and rotation vctor ϕ in lmnt coordinats and global coordinats ar writtn as u = u l+ v m+ w n = ui+ vj+ wk (4.50) and ϕ = ϕ l+ ϕ m+ ϕ n= ϕ i+ ϕ j+ ϕ k (4.5) x x Multipling quations (4.50) and (4.5) b bas vctors l, m and n rsults to u = lxu+ lv+ lw ϕ x = lxϕx + lϕ + lϕ v = mxu+ mv+ mw, ϕ = mxϕx + mϕ + mϕ. w = nxu+ nv+ nw ϕ = nxϕx + nϕ + nϕ (4.52) Appling ths rlations to th nodal dflctions and rotations at both nods of th lmnt rsults to quation a = T a, (4.53) whr a a a =, a = (4.54) a 2 a 2

28 Finit lmnt analsis of strsss in bam structurs 27 ar th lmnt nodal displacmnts dgrs of frdom of in lmnt coordinats and global coordinats, rspctivl, and lx l l mx m m nx n n lx l l mx m m nx n n T = lx l l mx m m nx n n lx l l mx m m nx n n (4.55) is th corrsponding transformation matrix. Th xprssion of th virtual work of a thr dimnsional fram lmnt in lmnt coordinat sstm is ˆ T δw = δ a ( K a + R + F ). (4.56) Using quation (4.53) for both ral and virtual displacmnt dgrs of frdom, th xprssion (4.56) of th virtual work of th lmnt can b xprssd in global coordinats ˆ T δw = δa ( K a + R + F ), (4.57) whr T K = T K T (4.58) and T R = T R (4.59) ar th stiffnss matrix and load vctor, rspctivl, in global coordinat sstm. Ths ar th final lmnt stiffnss matrix and lmnt load vctor of a thr dimnsional fram lmnt.

29 Finit lmnt analsis of strsss in bam structurs GOBA SYSTEM Onc lmnt stiffnss matrics (Eq. 4.39) and lmnt load vctors (Eq. 4.40) ar assmbld using th corrsponding lmnt transformation matrix (Eq. 4.55), th quation to solv is Ka = R, (4.60) whr K is th gnralid stiffnss matrix, a is th gnralid displacmnt vctor and R th gnralid load vctor STRESS RESUTANTS i Aftr th gnralid displacmnts a, i =,,2 of th lmnt hav bn dtrmind, i th corrsponding gnralid forcs F, i =,,2 can b calculatd using th lmnt stiffnss quation (4.28). In trms of ths gnralid forcs th strss rsultants at th lmnt nods ar N = F, Q = F, Q = F, M = F, M = F, M = F, 2 3 t N = F, Q = F, Q = F, M = F, M = F, M = F t (4.6) It can b shown that, in connction with lmnts of uniform bnding stiffnss (constant D ), ths nodal valus ar xact. Using ths valus and standard quilibrium considration it is possibl to construct strss rsultant distributions within ach lmnt, which ar also xact. Hr, howvr, it is sufficint with ths lmnt nodal valus bcaus it is possibl to choos so dns finit lmnt grid that b conncting ths nodal valus b a straight lin on is abl to dscrib th strss rsultant distribution of an bam with sufficint accurac. 4.3 STRESS DISTRIBUTION Using th suprposition principl, strss valus in an cross-sction can b obtaind from th sum of strss valus du to ach strss rsultant sparatl. Som basic cross-sctional proprtis ar ndd to solv th problm, which ar going to b calculatd first [9].

30 Finit lmnt analsis of strsss in bam structurs CROSS-SECTIONA PROPERTIES Tpical cross-sctional proprtis of a composit bam ar dfind as follows. Wightd ara of th cross-sction is ( EA) = EdA. (4.62) A Wightd first momnts of ara ar ( ES) = EdA, (E S) = EdA. (4.63) A A Bnding stiffnss s or wightd scond momnts of ara ar. (4.64) 2 2 = = = A A A ( EI) E da, ( EI) E da, ( EI) EdA Th coordinats of th cntr of wightd ara of th cross-sction ar obtaind from C = ( ES) ( ES), C. ( EA) = ( EA) (4.65) Th cntr of cross-sction of a composit bam is this cntr C of wightd ara. Th origin of th cross-sctional coordinat sstm x,, is locatd in this point and th axis of th bam is th locus of ths cntr points. If th gomtr of th cross-sction is complicatd, on possibilit of dtrmining th crosssctional proprtis (4.62), (4.63) and (4.64), is to us finit lmnt mthodolog. Th cross-sction is dividd into N finit lmnts. Th procdur is dscribd hr brifl in connction with th wightd product momnt (Eq. 4.64c). On can writ N N (4.66) A = A = ( EI) = EdA = E da = ( EI), whr E is th modulus of lasticit and ( EI ) is th wightd product momnt of lmnt. Thus th wightd product momnt ( EI is obtaind as a sum of th wightd product )

31 Finit lmnt analsis of strsss in bam structurs 30 momnts ( EI ) of th lmnts. B changing th intgration variabls on gts, for th wightd product momnt ( EI ), = = A J (4.67) ( EI) E da E ( ξ, η) ( ξ, η)dt ( ξ, η) dξdη and appling numrical intgration furthr n ( EI) w E ( k) ( k)dt J ( k), (4.68) k= k whr th notation ( k) = ( ξ, η ) for th valu of a function at intgration point k is usd. This k k is th final formula for th wightd product momnt ( EI) of lmnt. In ordr to us this formula on must first calculat th coordinats of th intgration points k ( ), k ( )(Eq. 3.2), th drivativs, ξ ( k),, ξ ( k),, η ( k),, ξ ( k) (Eq. 3.7) and Jacobian dtrminants dt J ( k) (Eq. 3.22) at th intgration points. Th rst of proprtis into finit lmnt trms can b obtaind in a similar mannr TENSION / COMPRESSION In bam thor, a bam undr tnsion or comprssion onl producs normal strss in th axial dirction, σ x. Using Hook s law, this strss is σ = Eε, (4.69) x x whr ε x is th axial strain of th bam. Using th dfinition of th axial forc N x and (Eq. 4.62) on obtains, (4.70) N = σ da= Eε da= ( EA) ε x x x x A A which rsults to

32 Finit lmnt analsis of strsss in bam structurs 3 N x ε x =. (4.7) ( EA) Substituting (Eq. 4.7) into (Eq. 4.69) givs th standard xprssion of th normal strss EN x σ x =. (4.72) ( EA) Elmnt nodal valus of this, σ, ar obtaind simpl using xi ENx σ xi = i =,..., m, (4.73) ( EA) whr E is th modulus of lasticit of th lmnt and m is th numbr of nods in th lmnt BIAXIA BENDING Fig. 4.3: Non-smmtric cross-sction of a bam Considr pur biaxial bnding of a straight uniform bam with non-smmtric cross-sction (Fig. 4.3). A part of th bam will b considrd, whr it is assumd that th rotations ϕ ( x) and ϕ ( x) ar quadratic function of th axial coordinat x. Thus th curvaturs κ ( x) = ϕ ( x) and κ ( x) = ϕ ( x) of th bam ar linar and thir drivativs κ ( x) and κ ( x), which ar dnotd k and k, ar constants. For th axial displacmnt of th bam, th xprssion (4.74) is assumd

33 Finit lmnt analsis of strsss in bam structurs 32 ux (,, ) = ϕ ( x ) ϕ ( x ) + kψ (, ) + kψ (, ), (4.74) whr th functions ψ (, ) and ψ (, ) ar calld warping functions. In this cas, th axial strain of th bam is u εx = ϕ ( x) ϕ ( x) = κ( x) + κ( x). (4.75) x Bcaus in bam thor it is assumd that th transvrs strss componnts σ and disappar, on gts, basd on th gnralid Hook s law, for th transvrs strains of th bam th rsults ε = ε νε = νκ ( x) νκ ( x). (4.76) x σ Using th strain and displacmnt rlations, on gts, for th transvrs displacmnts v and w, diffrntial quations v w = ε = νκ ( + κ), = ε = νκ ( + κ). (4.77) In ths quations th dpndnc of th curvatur on coordinat x has bn lft out for clarit. In th following drivation it is assumd that th Poisson s ratio v of th cross-sction is constant. This assumption naturall holds if th bam is mad of on matrial. In a composit bam, howvr, th Poisson s ratios of th matrials of th cross-sction must b qual. Hr it is xpctd that th drivd quations could, howvr, b usd in composit bams, if th Poisson s ratios of th matrials do not dviat too much. Ths quations can b solvd for th transvrs displacmnts rsulting to 2 2 vx (,, ) = v0 ( x) νκ ( x) ( ) νκ ( x ), wx (,, ) = w0 ( x) νκ ( x ) νκ ( x) ( ). 2 (4.78) Th xprssions (4.74) and (4.78) now form th displacmnt assumption of th bam. For th shar strains on obtains

34 Finit lmnt analsis of strsss in bam structurs 33 ψ 2 2 ψ γ x = k ν ( ) + k ν, 2 ψ ψ 2 2 γ x = k ν ( ) + k ν. 2 (4.79) For th normal strss on obtains σ = Eε = E( κ + κ ) = 2 G( + ν)( κ + κ ) (4.80) x x and for th shar strsss ψ 2 2 ψ τx Gγ x = kg ν ( ) + kg ν, 2 ψ ψ 2 2 τx Gγ x = kg ν ( ) + kg ν. 2 (4.8) Th axial quilibrium quation of th strss componnts, if volum forcs ar omittd, is σ τ x x τx + + = 0. (4.82) x Using th xprssions (4.80) and (4.8) and th rlation E = 2 G( + ν ), (4.83) th quilibrium quation (4.82) gts first th form ψ 2 2 ψ kg ν ( ) + kg ν 2 ψ 2 2 ψ + kg ν ( ) + kg ν 2 + k 2 G( + ν) + k 2 G( + ν) } = 0 in A (4.84) and furthr

35 Finit lmnt analsis of strsss in bam structurs 34 ψ 2 2 ψ k G ν ( ) + G ν + 2 G( + ν) 2 ψ 2 2 ψ + k G ν ( ) G ν 2 G( ν) 0 in A = 2 (4.85) Equation (4.85) holds if th cofficints of constants k and k disappar. Thus, two sparat diffrntial quations for th warping functions ψ (, ) and ψ (, ) ar obtaind ψ 2 2 ψ G ν ( ) + G ν + 2 G( + ν) = 0 2 in A, ψ 2 2 ψ G ν ( ) + G ν + 2 G( + ν) = 0 2 in A. (4.86a) (4.86b) Th boundar condition of th shar strsss on th unloadd boundar of th cross-sction is n τ + nτ = 0. (4.87) x x Using th xprssions (4.8) th boundar condition gts first th form ψ 2 2 ψ n kg ν ( ) + kg ν 2 ψ ψ n kg ν ( ) + kg ν = 0 on s, 2 (4.88) and furthr ψ 2 2 ψ k ng ν ( ) + ng ν 2 ψ ψ k ng ν + ng ν ( ) = 0 on s. 2 (4.89)

36 Finit lmnt analsis of strsss in bam structurs 35 Equation (4.89) holds if th cofficints of constants k and k disappar. Thus, two sparat boundar condition quations for th warping functions ψ (, ) and ψ (, ) ar obtaind ψ 2 2 ψ ng ν ( ) + ng ν = 0 on s, 2 ψ ψ 2 2 ng ν + ng ν ( ) = 0 on s. 2 (4.90a) (4.90b) Equations (4.86a) and (4.90a), and (4.86b) and (4.90b) form boundar valu problms for solving th warping functions ψ (, ) and ψ (, ), rspctivl. Th can b solvd using th finit lmnt mthod. On th othr hand, using th dfinition of th bnding momnts on obtains 2 = σ x = κ + κ = κ + κ A A 2 = σ x = κ + κ = κ + κ A A M da E( ) da ( EI) ( EI), M da E( ) da ( EI) ( EI), (4.9) Equations (4.9) hold also whn th cross-sction is non-homognous. Ths can b solvd for th curvaturs rsulting to ( EI ) M ( EI ) M ( EI) M ( EI ) M κ =, =. ( EI ) ( EI ) ( EI) ( EI) ( EI) ( EI) κ 2 2 (4.92) Diffrntiating ths quations with rspct to x and using th quilibrium quations Q M = and = givs Q M k ( EI) Q ( EI) Q ( EI) Q ( EI) Q =, =. ( EI) ( EI) ( EI) ( EI) ( EI) ( EI) k 2 2 (4.93) Equations (4.92) and (4.93) can b usd for dtrmining th curvaturs and thir drivativs, whn th bnding momnts and sharing forcs of th cross-sction ar known.

37 Finit lmnt analsis of strsss in bam structurs 36 Wak form of th boundar valu problm of quations on ψ (4.86a) and (4.90a) is drivd in th following. Multipling both sids of quation (4.86a) b tst function intgrating ovr th domain A (cross-sction) givs δψ and ψ 2 2 ψ δψ G ν ( ) + G ν + 2 G( + ν ) da= 0 2 A (4.94) and ψ ψ δψ G ν ( ) + G ν da + δψ 2 G( + ν ) da = 0.(4.95) A A Appling intgration b parts givs furthr ψ 2 2 ψ δψ ng ν ( ) ng ds 2 + ν s (4.96) δψ ψ δψ 2 2 ψ G ν ( ) + G ν da + δψ 2 G( + ν) da = 0. 2 A A Basd on th boundar condition (4.90a), th first trm of quation (4.96) vanishs and it gts th form δψ ψ δψ ψ δψ δψ 2 A 2 2 G + da= Gδψ ( + ν ) + ν ( ) + ν da. (4.97) A This is th wak form of th boundar valu problm of diffrntial quations (4.86a) and (4.90a). Th wak form corrsponding to diffrntial quations (4.86b) and (4.90b) can b obtaind similarl. Th functions ψ and δψ can b xprssd using finit lmnt approximations M ψˆ = Nψ, δψˆ = Nδψ i i i i i= i= M. (4.98) B substituting ths into th wak form (4.97) givs

38 Finit lmnt analsis of strsss in bam structurs 37 M M N N i j N i δψ i G + i= j= A N j daψ 2 2 Ni Ni 2 G( + ν) Ni + G ν ( ) + Gν da = 0 2 A j (4.99) or M M δψ i Kijψ j Ri = 0, (4.00) i= j= whr K = G( N N + N N ) da, (4.0) ij i, j, i, j, A and 2 2 R = G 2( + ν) N + ν ( ) N + νn da, (4.02) i i i, i, 2 A whr tpical notation Ni, = Ni/ and N, = N / is usd for th drivativs of th i shap functions. Equation (4.00) holds with arbitrar nodal valus δψ i of th tst function, onl if th trms in parnthss will vanish with all valus of i. Thus w gt, corrsponding to th wak form (4.97), th finit lmnt quations i M Kijψ j = Ri, i=,, M. (4.03) j= Procding in th sam mannr with quations on ψ (4.86b) and (4.90b), on obtains similar finit lmnt quations M Kijψ j = Ri, i=,, M, (4.04) j= whr Ni 2 2 Ni Ri = G2( + ν) Ni + ν + ν ( ) da 2 A. (4.05)

39 Finit lmnt analsis of strsss in bam structurs 38 Equations (4.03) and (4.04) ar, in matrix form, Ka = R, Ka = R, (4.06) whr a ψ ψ =, a = (4.07) ψ M ψ M ar th vctors of unknown nodal valus of th warping functions. Th lmnts of th lmnt matrix K and lmnt vctors R and R corrsponding to th lmnts of th sstm matrix (4.0) and sstm vctors (4.02) and (4.05) ar (,,,, ) K = G N N + N N da (4.08) ij i j i j A and 2 2 R = G 2( + ν) N + ν ( ) N + νn da, (4.09a) i i i, i, 2 A 2 2 R = G 2( + ν) N + νn + ν ( ) N da. (4.09b) i i i, i, 2 A In ths xprssions, th shar modulus has bn assumd to b constant within th lmnt, which is a rasonabl assumption. Th Poisson s ratio should b constant within th whol cross-sction. B changing intgration variabl to natural coordinats and appling numrical intgration, xprssions (4.08) and (4.09) can b rducd to G n ij = k i, j, + i, j, k = K wg N ( k) N ( k) N ( k) N ( k) dt J ( k), (4.0) and

40 Finit lmnt analsis of strsss in bam structurs 39 R wg kn k k k N k kkn k k R wg kn k k k N k kkn k k n 2 2 i = k 2( + ν) ( ) i ( ) + ν ( ) ( ) i, ( ) + ν ( ) ( ) i, ( ) dt ( ) k = 2 J n 2 2 i = k 2( + ν) ( ) i ( ) + ν ( ) ( ) i, ( ) + ν ( ) ( ) i, ( ) dt ( ) k = 2 J, (4.) whr n is th numbr of intgration points. Ths quations can b solvd with proprtis dscribd bfor in chaptr 3. At this point, strsss du to biaxial bnding in a cross-sction can b obtaind. Substituting th curvatur of quation (4.92) into quation (4.80) givs th standard xprssion of th normal strss. Its nodal valus ar obtaind simpl using σ = E ( κ + κ ) i=,..., m, (4.2) xi i i whr curvaturs κ and κ can b found in (Eq. 4.92) and coordinats of th lmnt nods, rspctivl. i and i ar th and Substituting th drivativ of th curvatur of quation (4.93) into quation (4.8) givs improvd xprssions for th shar strsss. Th lmnt nodal valus of th shar strsss ar obtaind b first calculating thir valus at th intgration points and thn using 2 2 τx ( k) = kg ψ, ( k) ν ( ) ( ), ( ) ( ) ( ), 2 k k + kg ψ k ν k k 2 2 τx ( k) = kg ψ, ( k) ν ( k) ( k) + kg ψ, ( k) ν ( k) ( k). 2 (4.3) Th drivativ of th warping function at th intgration points ar calculatd using m m ψˆ ˆ, ( k) = Ni, ( k) ψ i, ψ, ( k) = Ni, ( k) ψ i, i= i=,,,. m m k = n (4.4) ψˆ ˆ, ( k) = Ni, ( k) ψ i, ψ, ( k) Ni, ( k) ψ = i i= i= Th lmnt nodal valus of th shar strsss τxi, τ xi, i=,, m ar finall obtaind b xtrapolating shar strsss at th intgration point τ ( k), τ ( k), k =,, n from th intgration points to th lmnt nods. This procdur is xplaind in th appndix. x x

41 Finit lmnt analsis of strsss in bam structurs SHEAR CENTRE Shar cntr S (s Fig. 4.3) is th point of action of th rsultant of th shar strsss causd b pur bnding. For dtrmining its coordinats S and S on can writ Q S+ Q S = ( τx+ τxda ), (4.5) A Substituting th shar strsss (4.8) into quation (4.5) first givs Q S + Q S = k( GJ) k( GJ) (4.6) ψ ψ whr ψ ψ 2 3 ( GJ ) ψ = G + ν ( + ) da, 2 A ψ ψ 2 3 ( GJ ) ψ = G + ν ( + ) da. 2 A (4.7) Substituting furthr th curvatur drivativs (4.93) into quations (4.6) givs ( EI) ( GJ ) + ( EI) ( GJ ) ( EI) ( GJ ) + ( EI) ( GJ ) Q + Q = Q + Q ψ ψ ψ ψ S S 2 2 ( EI) ( EI) ( EI) ( EI) ( EI) ( EI). (4.8) Bcaus ths quations must hold for all valus of th shar forcs th coordinats of th shar cntr th quations Q and Q, w gt for S ( EI) ( GJ ) + ( EI) ( GJ ) ( EI) ( GJ ) + ( EI) ( GJ ) =, =. ψ ψ ψ ψt 2 S 2 ( EI) ( EI) ( EI) ( EI) ( EI) ( EI) (4.9) Th quantitis ( GJ ) ψ and ( GJ ) ψ ar cross-sctional proprtis lik bnding stiffnss. In connction with isoparamtric lmnts th lmnt contributions of ( GJ ) ψ and ( GJ ) ψ ar calculatd using formulas n 2 3 ( GJ ) ˆ ˆ ψ = wkg ψ, ( k) ( k) ψ, ( k) ( k) + ν ( k) ( k) + ν( k) dt ( k), k = 2 2 J n 2 3 ( GJ) ˆ ˆ ψ = wg k ψ, ( k) k ( ) ψ, ( kk ) ( ) + νkk ( ) ( ) + νk ( ) dt ( k). k = 2 2 J (4.20)

42 Finit lmnt analsis of strsss in bam structurs 4 Quantitis ( GJ ) ψ and ( GJ ) ψ ar obtaind b summing thir lmnt contributions E E ψ = ψ ψ = ψ = = (4.2) ( GJ ) ( GJ ), ( GJ ) ( GJ ). Th product of transvrs xtrnal load and th distanc btwn its application point and th shar cntr must b includd into th fram analsis as an additional xtrnal twisting momnt TORSION Fig. 4.4: Twistd cross-sction Considr pur torsion of a straight uniform bam (Fig. 4.4). A part of th bam, whr it is assumd that th angl of twist ϕ ( x) is a linar function of th axial coordinat x, is t considrd. Thus rat of twist pr unit lngth of th bam θ = ϕ t is a constant. For th axial displacmnt of th bam, it can b assumd th xprssion ux (,, ) = θψ (, ), (4.22) t whr th function ψ (, ) is calld warping function. Furthr it is assumd that th t projction of th cross-sction in th, plan rotats lik a rigid plat. Thus w hav for th transvrs displacmnt componnts th xprssions vx (,, ) = ϕ ( x ), wx (,, ) = ϕ ( x ). (4.23) t t Exprssions (4.22) and (4.23) form th displacmnt assumptions of so-calld Saint Vnant s torsion or fr torsion.

43 Finit lmnt analsis of strsss in bam structurs 42 For th shar strains on obtains u v ψt ψt γ x + = θ ϕ t = θ, x u w ψt ψt γ x + = θ + ϕ t = θ + x (4.24) and th othr strain componnts ar ro. For th shar strsss on obtains ψt ψt τx Gγ x = Gθ, τx Gγ x = Gθ + (4.25) and th othr strss componnts ar ro. Th axial quilibrium quation of th strss componnts, if volum forcs ar omittd, is σ τ x x τx + + = 0. (4.26) x Using th xprssions (4.25) and noting that σ x = 0, th quilibrium quation (4.26) gts th form ψt ψt G + G + = 0 in A, (4.27) whr th ara A of th cross-sction has bn addd to rmark that this quation must hold at vr point on th cross-sction. Th boundar condition of th shar strsss on th unloadd boundar of th cross-sction is n τ + nτ = 0, (4.28) x x whr n and n ar th componnts of th unit normal vctor n of th boundar lin of th cross-sction (Fig. 4.4). Using th xprssions (4.25), it can b writtn as ψt ψt ng + ng + = 0 on s, (4.29)

44 Finit lmnt analsis of strsss in bam structurs 43 whr s has bn addd to rmark, that this quation must hold at vr point on th boundar lin of th cross-sction. Equations (4.27) and (4.29) form a simpl lliptic boundar valu problm for dtrmining th warping function ψ (, ). t With th hlp of Fig. 4.5, on obtains for th torqu M t = ( τx τx) da. (4.30) A Fig. 4.5: Dfining th torqu Substituting th xprssions (4.25) of th shar strsss into quation (4.30) givs M t = ( GI) θ, (4.3) t which rlats th torqu and twisting angl pr unit lngth. Hr ψ ψ GI = G + + da (4.32) t t 2 2 ( ) t ( ) A is th torsional stiffnss of Saint Vnant s or so calld fr torsion. Equations (4.3) and (4.32) appl also to th cas whr th cross-sction is non-homognous (composit bam). In th spcial cas of a homognous cross-sction, th torsional stiffnss is ( GI ) t = GI t, whr ψ ψ = + + (4.33) 2 2 ( t t It ) da A

45 Finit lmnt analsis of strsss in bam structurs 44 is th torsional constant. Th torsional stiffnss (4.32) or torsional constant (4.33) can b dtrmind aftr th warping function ψ (, ) has bn solvd from th boundar valu t problm of quations (4.27) and (4.29). Equation (4.3) can now b solvd for th twisting angl pr unit lngth rsulting to M t θ =. (4.34) ( GI) t Substituting this into quations (4.25) rsults to τ x GM t ψt GM t ψt =, τx = + ( GI) t ( GI) t. (4.35) Ths ar final xprssions of th shar strsss corrsponding to a givn torqu. In th cas of a homognous cross-sction ( GI ) t = GI t ths xprssions gt slightl simplr form τ x Mt ψt Mt ψt =, τx = + It I t. (4.36) Using th sam mthodolog as in chaptr for th cas of biaxial bnding, wak form of th boundar valu problm of quations (4.27) and (4.29) is δψ ψ δψ ψ δψ δψ t t t t t t G + da= G da (4.37) A A Th finit lmnt quations corrsponding to th wak form of quation (4.37) ar M Kijψ tj = Ri, (4.38) j= whr N N N N (4.39) i j i j Kij = G + da A and

46 Finit lmnt analsis of strsss in bam structurs 45 N N. (4.40) i i Ri = G da A Equations (4.38) in matrix form ar Ka = R. (4.4) Equations (4.39) and (4.40) ar xprssions of th lmnts of th sstm matrix K and sstm vctor R and ψ t a = (4.4) ψ tm M is th vctor of unknown nodal valus of th warping function. Th lmnts of th lmnt matrix matrix and sstm vctor ar K and lmnt vctor R corrsponding to th sstm K = G ( N N + N N ) da, (4.42) ij i, j, i, j, A and R = G ( N N ) da. (4.43) i i, i, A Final quations for calculating th lmnts of th lmnt matrix and lmnt vctor using finit lmnt mthodolog ar n ij = k i, j, + i, j, k = K w G [( N ( k) N ( k) N ( k) N ( k)]dt J ( k), (4.44) and n i = k i, i, k = R wg[ N ( k) ( k) N ( k) k ( )]dt J ( k). (4.45)

47 Finit lmnt analsis of strsss in bam structurs 46 In ths formulas, w is th wight of intgration point k, N, ( k ) and N, ( k ) ar th valus k i i of th shap function drivativs on nod i at intgration point k and n is th numbr of intgration points. Th torsional stiffnss of th cross-sction is obtaind as a sum of th torsional stiffnsss of th lmnts, or E ( GI) = ( GI ) (4.46) t = t whr GI G ψ ψ da. (4.47) 2 2 ( ) t = ( t, t, + + ) A Th torsional stiffnss (4.47) of lmnt can b calculatd using quation n 2 2 ( GI ) t = wkg [ ψt, ( k) ( k) ψt, ( k) ( k) + ( k) + ( k) ]dt ( k). k = J (4.48) In quations (4.47) and (4.48), th shar modulus of th lmnt G is assumd to b constant, which is a rasonabl assumption in connction with composit bams. Th shar strsss (4.35) at intgration point k of lmnt corrsponding to a givn torqu M t can b calculatd using τ GM GM ( k) = [ ψ ( k) ( k)], τ ( k) = [ ψ ( k) + ( k)]. (4.49) t t x t, x t, ( GI) t ( GI) t Th lmnt nodal valus of th shar strsss τxi, τ xi, i=,, m ar finall obtaind b xtrapolating shar strsss at th intgration point τ ( k), τ ( k), k =,, n from th intgration points to th lmnt nods. x x

48 Finit lmnt analsis of strsss in bam structurs GENERA CASE Finall, to handl th cas of a cross-sction undr tnsion/comprssion, biaxial bnding and torsion at th sam tim, on just has to add ach indpndnt rsult to ach othr. Thus, th normal strss is th sum of on obtaind from tnsion/comprssion and bnding momnts. It can b xprssd as EN x σ x = + E( κ+ κ), (4.50) ( EA) and its nodal valus as ENx σxi = + E ( κi + κi ). i =,..., m, (4.5) ( EA) On th othr hand, shar strsss ar th sum of th rsults obtaind from shar forcs and twisting momnts, and can b xprssd as ψ 2 2 ψ GM t ψ t τx = kg ν ( ) + kg ν +, 2 ( GI) t ψ ψ 2 2 GM t ψ t τx = kg ν ( ) + kg ν ( GI) t (4.52) Thir valus at intgration points ar 2 2 τx ( k) = kg ψ, ( k) ν ( k) ( k) + kg ψ, ( k) ν ( k) ( k) 2 GMt + [ ψ t, ( k) ( k)], ( GI) t 2 2 τx ( k) = kg ψ, ( k) ν ( k) ( k) + kg ψ, ( k) ν ( k) ( k) 2 GMt + [ ψ t, ( k) + ( k)]. ( GI) t (4.53) Th lmnt nodal valus of th shar strsss τxi, τ xi, i=,, m ar finall obtaind b xtrapolating shar strsss at th intgration point τ ( k), τ ( k), k =,, n from th intgration points to th lmnt nods. x x

Introduction to Finite Element Modeling

Introduction to Finite Element Modeling Introduction to Finit Elmnt Modling Enginring analysis of mchanical systms hav bn addrssd by driving diffrntial quations rlating th variabls of through basic physical principls such as quilibrium, consrvation

More information

ME 612 Metal Forming and Theory of Plasticity. 6. Strain

ME 612 Metal Forming and Theory of Plasticity. 6. Strain Mtal Forming and Thory of Plasticity -mail: azsnalp@gyt.du.tr Makin Mühndisliği Bölümü Gbz Yüksk Tknoloji Enstitüsü 6.1. Uniaxial Strain Figur 6.1 Dfinition of th uniaxial strain (a) Tnsil and (b) Comprssiv.

More information

New Basis Functions. Section 8. Complex Fourier Series

New Basis Functions. Section 8. Complex Fourier Series Nw Basis Functions Sction 8 Complx Fourir Sris Th complx Fourir sris is prsntd first with priod 2, thn with gnral priod. Th connction with th ral-valud Fourir sris is xplaind and formula ar givn for convrting

More information

Question 3: How do you find the relative extrema of a function?

Question 3: How do you find the relative extrema of a function? ustion 3: How do you find th rlativ trma of a function? Th stratgy for tracking th sign of th drivativ is usful for mor than dtrmining whr a function is incrasing or dcrasing. It is also usful for locating

More information

Finite Elements from the early beginning to the very end

Finite Elements from the early beginning to the very end Finit Elmnts from th arly bginning to th vry nd A(x), E(x) g b(x) h x =. x = L An Introduction to Elasticity and Hat Transfr Applications x Prliminary dition LiU-IEI-S--8/535--SE Bo Torstnflt Contnts

More information

by John Donald, Lecturer, School of Accounting, Economics and Finance, Deakin University, Australia

by John Donald, Lecturer, School of Accounting, Economics and Finance, Deakin University, Australia Studnt Nots Cost Volum Profit Analysis by John Donald, Lcturr, School of Accounting, Economics and Financ, Dakin Univrsity, Australia As mntiond in th last st of Studnt Nots, th ability to catgoris costs

More information

Lecture 3: Diffusion: Fick s first law

Lecture 3: Diffusion: Fick s first law Lctur 3: Diffusion: Fick s first law Today s topics What is diffusion? What drivs diffusion to occur? Undrstand why diffusion can surprisingly occur against th concntration gradint? Larn how to dduc th

More information

EFFECT OF GEOMETRICAL PARAMETERS ON HEAT TRANSFER PERFORMACE OF RECTANGULAR CIRCUMFERENTIAL FINS

EFFECT OF GEOMETRICAL PARAMETERS ON HEAT TRANSFER PERFORMACE OF RECTANGULAR CIRCUMFERENTIAL FINS 25 Vol. 3 () January-March, pp.37-5/tripathi EFFECT OF GEOMETRICAL PARAMETERS ON HEAT TRANSFER PERFORMACE OF RECTANGULAR CIRCUMFERENTIAL FINS *Shilpa Tripathi Dpartmnt of Chmical Enginring, Indor Institut

More information

Traffic Flow Analysis (2)

Traffic Flow Analysis (2) Traffic Flow Analysis () Statistical Proprtis. Flow rat distributions. Hadway distributions. Spd distributions by Dr. Gang-Ln Chang, Profssor Dirctor of Traffic safty and Oprations Lab. Univrsity of Maryland,

More information

The example is taken from Sect. 1.2 of Vol. 1 of the CPN book.

The example is taken from Sect. 1.2 of Vol. 1 of the CPN book. Rsourc Allocation Abstract This is a small toy xampl which is wll-suitd as a first introduction to Cnts. Th CN modl is dscribd in grat dtail, xplaining th basic concpts of C-nts. Hnc, it can b rad by popl

More information

Mathematics. Mathematics 3. hsn.uk.net. Higher HSN23000

Mathematics. Mathematics 3. hsn.uk.net. Higher HSN23000 hsn uknt Highr Mathmatics UNIT Mathmatics HSN000 This documnt was producd spcially for th HSNuknt wbsit, and w rquir that any copis or drivativ works attribut th work to Highr Still Nots For mor dtails

More information

A Note on Approximating. the Normal Distribution Function

A Note on Approximating. the Normal Distribution Function Applid Mathmatical Scincs, Vol, 00, no 9, 45-49 A Not on Approimating th Normal Distribution Function K M Aludaat and M T Alodat Dpartmnt of Statistics Yarmouk Univrsity, Jordan Aludaatkm@hotmailcom and

More information

Architecture of the proposed standard

Architecture of the proposed standard Architctur of th proposd standard Introduction Th goal of th nw standardisation projct is th dvlopmnt of a standard dscribing building srvics (.g.hvac) product catalogus basd on th xprincs mad with th

More information

(Analytic Formula for the European Normal Black Scholes Formula)

(Analytic Formula for the European Normal Black Scholes Formula) (Analytic Formula for th Europan Normal Black Schols Formula) by Kazuhiro Iwasawa Dcmbr 2, 2001 In this short summary papr, a brif summary of Black Schols typ formula for Normal modl will b givn. Usually

More information

AP Calculus AB 2008 Scoring Guidelines

AP Calculus AB 2008 Scoring Guidelines AP Calculus AB 8 Scoring Guidlins Th Collg Board: Conncting Studnts to Collg Succss Th Collg Board is a not-for-profit mmbrship association whos mission is to connct studnts to collg succss and opportunity.

More information

Lecture 20: Emitter Follower and Differential Amplifiers

Lecture 20: Emitter Follower and Differential Amplifiers Whits, EE 3 Lctur 0 Pag of 8 Lctur 0: Emittr Followr and Diffrntial Amplifirs Th nxt two amplifir circuits w will discuss ar ry important to lctrical nginring in gnral, and to th NorCal 40A spcifically.

More information

Econ 371: Answer Key for Problem Set 1 (Chapter 12-13)

Econ 371: Answer Key for Problem Set 1 (Chapter 12-13) con 37: Answr Ky for Problm St (Chaptr 2-3) Instructor: Kanda Naknoi Sptmbr 4, 2005. (2 points) Is it possibl for a country to hav a currnt account dficit at th sam tim and has a surplus in its balanc

More information

Optimization design of structures subjected to transient loads using first and second derivatives of dynamic displacement and stress

Optimization design of structures subjected to transient loads using first and second derivatives of dynamic displacement and stress Shock and Vibration 9 (202) 445 46 445 DOI 0.3233/SAV-202-0685 IOS Prss Optimization dsign of structurs subjctd to transint loads using first and scond drivativs of dynamic displacmnt and strss Qimao Liu

More information

International Association of Scientific Innovation and Research (IASIR) (An Association Unifying the Sciences, Engineering, and Applied Research)

International Association of Scientific Innovation and Research (IASIR) (An Association Unifying the Sciences, Engineering, and Applied Research) Intrnational Association of Scintific Innovation and Rsarch (IASIR) (An Association Unifing th Scincs, Enginring, and Applid Rsarch) ISSN (Print): 79-000 ISSN (Onlin): 79-009 Intrnational Journal of Enginring,

More information

ICES REPORT 15-01. January 2015. The Institute for Computational Engineering and Sciences The University of Texas at Austin Austin, Texas 78712

ICES REPORT 15-01. January 2015. The Institute for Computational Engineering and Sciences The University of Texas at Austin Austin, Texas 78712 ICES REPORT 15-01 January 2015 A locking-fr modl for Rissnr-Mindlin plats: Analysis and isogomtric implmntation via NURBS and triangular NURPS by L. Birao da Viga, T.J.R. Hughs, J. Kindl, C. Lovadina,

More information

Projections - 3D Viewing. Overview Lecture 4. Projection - 3D viewing. Projections. Projections Parallel Perspective

Projections - 3D Viewing. Overview Lecture 4. Projection - 3D viewing. Projections. Projections Parallel Perspective Ovrviw Lctur 4 Projctions - 3D Viwing Projctions Paralll Prspctiv 3D Viw Volum 3D Viwing Transformation Camra Modl - Assignmnt 2 OFF fils 3D mor compl than 2D On mor dimnsion Displa dvic still 2D Analog

More information

QUANTITATIVE METHODS CLASSES WEEK SEVEN

QUANTITATIVE METHODS CLASSES WEEK SEVEN QUANTITATIVE METHODS CLASSES WEEK SEVEN Th rgrssion modls studid in prvious classs assum that th rspons variabl is quantitativ. Oftn, howvr, w wish to study social procsss that lad to two diffrnt outcoms.

More information

Section 7.4: Exponential Growth and Decay

Section 7.4: Exponential Growth and Decay 1 Sction 7.4: Exponntial Growth and Dcay Practic HW from Stwart Txtbook (not to hand in) p. 532 # 1-17 odd In th nxt two ction, w xamin how population growth can b modld uing diffrntial quation. W tart

More information

81-1-ISD Economic Considerations of Heat Transfer on Sheet Metal Duct

81-1-ISD Economic Considerations of Heat Transfer on Sheet Metal Duct Air Handling Systms Enginring & chnical Bulltin 81-1-ISD Economic Considrations of Hat ransfr on Sht Mtal Duct Othr bulltins hav dmonstratd th nd to add insulation to cooling/hating ducts in ordr to achiv

More information

Incomplete 2-Port Vector Network Analyzer Calibration Methods

Incomplete 2-Port Vector Network Analyzer Calibration Methods Incomplt -Port Vctor Ntwork nalyzr Calibration Mthods. Hnz, N. Tmpon, G. Monastrios, H. ilva 4 RF Mtrology Laboratory Instituto Nacional d Tcnología Industrial (INTI) Bunos irs, rgntina ahnz@inti.gov.ar

More information

Proceedings of the 6th WSEAS International Conference on Simulation, Modelling and Optimization, Lisbon, Portugal, September 22-24, 2006 246

Proceedings of the 6th WSEAS International Conference on Simulation, Modelling and Optimization, Lisbon, Portugal, September 22-24, 2006 246 Procdings of th 6th WSEAS Intrnational Confrnc on Simulation, Modlling and Optimization, Lisbon, Portugal, Sptmbr 22-24, 2006 246 Larg dformation modling in soil-tillag tool intraction using advancd 3D

More information

Constraint-Based Analysis of Gene Deletion in a Metabolic Network

Constraint-Based Analysis of Gene Deletion in a Metabolic Network Constraint-Basd Analysis of Gn Dltion in a Mtabolic Ntwork Abdlhalim Larhlimi and Alxandr Bockmayr DFG-Rsarch Cntr Mathon, FB Mathmatik und Informatik, Fri Univrsität Brlin, Arnimall, 3, 14195 Brlin, Grmany

More information

Current and Resistance

Current and Resistance Chaptr 6 Currnt and Rsistanc 6.1 Elctric Currnt...6-6.1.1 Currnt Dnsity...6-6. Ohm s Law...6-4 6.3 Elctrical Enrgy and Powr...6-7 6.4 Summary...6-8 6.5 Solvd Problms...6-9 6.5.1 Rsistivity of a Cabl...6-9

More information

CPU. Rasterization. Per Vertex Operations & Primitive Assembly. Polynomial Evaluator. Frame Buffer. Per Fragment. Display List.

CPU. Rasterization. Per Vertex Operations & Primitive Assembly. Polynomial Evaluator. Frame Buffer. Per Fragment. Display List. Elmntary Rndring Elmntary rastr algorithms for fast rndring Gomtric Primitivs Lin procssing Polygon procssing Managing OpnGL Stat OpnGL uffrs OpnGL Gomtric Primitivs ll gomtric primitivs ar spcifid by

More information

FACULTY SALARIES FALL 2004. NKU CUPA Data Compared To Published National Data

FACULTY SALARIES FALL 2004. NKU CUPA Data Compared To Published National Data FACULTY SALARIES FALL 2004 NKU CUPA Data Compard To Publishd National Data May 2005 Fall 2004 NKU Faculty Salaris Compard To Fall 2004 Publishd CUPA Data In th fall 2004 Northrn Kntucky Univrsity was among

More information

Use a high-level conceptual data model (ER Model). Identify objects of interest (entities) and relationships between these objects

Use a high-level conceptual data model (ER Model). Identify objects of interest (entities) and relationships between these objects Chaptr 3: Entity Rlationship Modl Databas Dsign Procss Us a high-lvl concptual data modl (ER Modl). Idntify objcts of intrst (ntitis) and rlationships btwn ths objcts Idntify constraints (conditions) End

More information

Basis risk. When speaking about forward or futures contracts, basis risk is the market

Basis risk. When speaking about forward or futures contracts, basis risk is the market Basis risk Whn spaking about forward or futurs contracts, basis risk is th markt risk mismatch btwn a position in th spot asst and th corrsponding futurs contract. Mor broadly spaking, basis risk (also

More information

Category 7: Employee Commuting

Category 7: Employee Commuting 7 Catgory 7: Employ Commuting Catgory dscription This catgory includs missions from th transportation of mploys 4 btwn thir homs and thir worksits. Emissions from mploy commuting may aris from: Automobil

More information

Waves and Vibration in Civil Engineering

Waves and Vibration in Civil Engineering Wavs and Vibration An ntrodction to Wavs and Vibration in ivil Enginring ntrodction to spctral lmnts and soil-strctr intraction Matthias Baitsch Vitnams Grman Univrsity Ho hi Min ity Yvona olová lova Tchnical

More information

CPS 220 Theory of Computation REGULAR LANGUAGES. Regular expressions

CPS 220 Theory of Computation REGULAR LANGUAGES. Regular expressions CPS 22 Thory of Computation REGULAR LANGUAGES Rgular xprssions Lik mathmatical xprssion (5+3) * 4. Rgular xprssion ar built using rgular oprations. (By th way, rgular xprssions show up in various languags:

More information

C H A P T E R 1 Writing Reports with SAS

C H A P T E R 1 Writing Reports with SAS C H A P T E R 1 Writing Rports with SAS Prsnting information in a way that s undrstood by th audinc is fundamntally important to anyon s job. Onc you collct your data and undrstand its structur, you nd

More information

Vibrational Spectroscopy

Vibrational Spectroscopy Vibrational Spctroscopy armonic scillator Potntial Enrgy Slction Ruls V( ) = k = R R whr R quilibrium bond lngth Th dipol momnt of a molcul can b pandd as a function of = R R. µ ( ) =µ ( ) + + + + 6 3

More information

Financial Mathematics

Financial Mathematics Financial Mathatics A ractical Guid for Actuaris and othr Businss rofssionals B Chris Ruckan, FSA & Jo Francis, FSA, CFA ublishd b B rofssional Education Solutions to practic qustions Chaptr 7 Solution

More information

Vector Network Analyzer

Vector Network Analyzer Cours on Microwav Masurmnts Vctor Ntwork Analyzr Prof. Luca Prrgrini Dpt. of Elctrical, Computr and Biomdical Enginring Univrsity of Pavia -mail: luca.prrgrini@unipv.it wb: microwav.unipv.it Microwav Masurmnts

More information

5 2 index. e e. Prime numbers. Prime factors and factor trees. Powers. worked example 10. base. power

5 2 index. e e. Prime numbers. Prime factors and factor trees. Powers. worked example 10. base. power Prim numbrs W giv spcial nams to numbrs dpnding on how many factors thy hav. A prim numbr has xactly two factors: itslf and 1. A composit numbr has mor than two factors. 1 is a spcial numbr nithr prim

More information

Noise Power Ratio (NPR) A 65-Year Old Telephone System Specification Finds New Life in Modern Wireless Applications.

Noise Power Ratio (NPR) A 65-Year Old Telephone System Specification Finds New Life in Modern Wireless Applications. TUTORIL ois Powr Ratio (PR) 65-Yar Old Tlphon Systm Spcification Finds w Lif in Modrn Wirlss pplications ITRODUTIO by Walt Kstr Th concpt of ois Powr Ratio (PR) has bn around sinc th arly days of frquncy

More information

Long run: Law of one price Purchasing Power Parity. Short run: Market for foreign exchange Factors affecting the market for foreign exchange

Long run: Law of one price Purchasing Power Parity. Short run: Market for foreign exchange Factors affecting the market for foreign exchange Lctur 6: Th Forign xchang Markt xchang Rats in th long run CON 34 Mony and Banking Profssor Yamin Ahmad xchang Rats in th Short Run Intrst Parity Big Concpts Long run: Law of on pric Purchasing Powr Parity

More information

SPECIAL VOWEL SOUNDS

SPECIAL VOWEL SOUNDS SPECIAL VOWEL SOUNDS Plas consult th appropriat supplmnt for th corrsponding computr softwar lsson. Rfr to th 42 Sounds Postr for ach of th Spcial Vowl Sounds. TEACHER INFORMATION: Spcial Vowl Sounds (SVS)

More information

Adverse Selection and Moral Hazard in a Model With 2 States of the World

Adverse Selection and Moral Hazard in a Model With 2 States of the World Advrs Slction and Moral Hazard in a Modl With 2 Stats of th World A modl of a risky situation with two discrt stats of th world has th advantag that it can b natly rprsntd using indiffrnc curv diagrams,

More information

Foreign Exchange Markets and Exchange Rates

Foreign Exchange Markets and Exchange Rates Microconomics Topic 1: Explain why xchang rats indicat th pric of intrnational currncis and how xchang rats ar dtrmind by supply and dmand for currncis in intrnational markts. Rfrnc: Grgory Mankiw s Principls

More information

The international Internet site of the geoviticulture MCC system Le site Internet international du système CCM géoviticole

The international Internet site of the geoviticulture MCC system Le site Internet international du système CCM géoviticole Th intrnational Intrnt sit of th goviticultur MCC systm L sit Intrnt intrnational du systèm CCM géoviticol Flávio BELLO FIALHO 1 and Jorg TONIETTO 1 1 Rsarchr, Embrapa Uva Vinho, Caixa Postal 130, 95700-000

More information

CHAPTER 4c. ROOTS OF EQUATIONS

CHAPTER 4c. ROOTS OF EQUATIONS CHAPTER c. ROOTS OF EQUATIONS A. J. Clark School o Enginring Dpartmnt o Civil and Environmntal Enginring by Dr. Ibrahim A. Aakka Spring 00 ENCE 03 - Computation Mthod in Civil Enginring II Dpartmnt o Civil

More information

Theoretical approach to algorithm for metrological comparison of two photothermal methods for measuring of the properties of materials

Theoretical approach to algorithm for metrological comparison of two photothermal methods for measuring of the properties of materials Rvista Invstigación Cintífica, ol. 4, No. 3, Nuva época, sptimbr dicimbr 8, IN 187 8196 Thortical approach to algorithm for mtrological comparison of two photothrmal mthods for masuring of th proprtis

More information

SPREAD OPTION VALUATION AND THE FAST FOURIER TRANSFORM

SPREAD OPTION VALUATION AND THE FAST FOURIER TRANSFORM RESEARCH PAPERS IN MANAGEMENT STUDIES SPREAD OPTION VALUATION AND THE FAST FOURIER TRANSFORM M.A.H. Dmpstr & S.S.G. Hong WP 26/2000 Th Judg Institut of Managmnt Trumpington Strt Cambridg CB2 1AG Ths paprs

More information

Upper Bounding the Price of Anarchy in Atomic Splittable Selfish Routing

Upper Bounding the Price of Anarchy in Atomic Splittable Selfish Routing Uppr Bounding th Pric of Anarchy in Atomic Splittabl Slfish Routing Kamyar Khodamoradi 1, Mhrdad Mahdavi, and Mohammad Ghodsi 3 1 Sharif Univrsity of Tchnology, Thran, Iran, khodamoradi@c.sharif.du Sharif

More information

[ ] These are the motor parameters that are needed: Motor voltage constant. J total (lb-in-sec^2)

[ ] These are the motor parameters that are needed: Motor voltage constant. J total (lb-in-sec^2) MEASURING MOOR PARAMEERS Fil: Motor paramtrs hs ar th motor paramtrs that ar ndd: Motor voltag constant (volts-sc/rad Motor torqu constant (lb-in/amp Motor rsistanc R a (ohms Motor inductanc L a (Hnris

More information

Fundamentals: NATURE OF HEAT, TEMPERATURE, AND ENERGY

Fundamentals: NATURE OF HEAT, TEMPERATURE, AND ENERGY Fundamntals: NATURE OF HEAT, TEMPERATURE, AND ENERGY DEFINITIONS: Quantum Mchanics study of individual intractions within atoms and molculs of particl associatd with occupid quantum stat of a singl particl

More information

Gold versus stock investment: An econometric analysis

Gold versus stock investment: An econometric analysis Intrnational Journal of Dvlopmnt and Sustainability Onlin ISSN: 268-8662 www.isdsnt.com/ijds Volum Numbr, Jun 202, Pag -7 ISDS Articl ID: IJDS20300 Gold vrsus stock invstmnt: An conomtric analysis Martin

More information

An Adaptive Clustering MAP Algorithm to Filter Speckle in Multilook SAR Images

An Adaptive Clustering MAP Algorithm to Filter Speckle in Multilook SAR Images An Adaptiv Clustring MAP Algorithm to Filtr Spckl in Multilook SAR Imags FÁTIMA N. S. MEDEIROS 1,3 NELSON D. A. MASCARENHAS LUCIANO DA F. COSTA 1 1 Cybrntic Vision Group IFSC -Univrsity of São Paulo Caia

More information

On the moments of the aggregate discounted claims with dependence introduced by a FGM copula

On the moments of the aggregate discounted claims with dependence introduced by a FGM copula On th momnts of th aggrgat discountd claims with dpndnc introducd by a FGM copula - Mathiu BARGES Univrsité Lyon, Laboratoir SAF, Univrsité Laval - Hélèn COSSETTE Ecol Actuariat, Univrsité Laval, Québc,

More information

Cloud and Big Data Summer School, Stockholm, Aug., 2015 Jeffrey D. Ullman

Cloud and Big Data Summer School, Stockholm, Aug., 2015 Jeffrey D. Ullman Cloud and Big Data Summr Scool, Stockolm, Aug., 2015 Jffry D. Ullman Givn a st of points, wit a notion of distanc btwn points, group t points into som numbr of clustrs, so tat mmbrs of a clustr ar clos

More information

Factorials! Stirling s formula

Factorials! Stirling s formula Author s not: This articl may us idas you havn t larnd yt, and might sm ovrly complicatd. It is not. Undrstanding Stirling s formula is not for th faint of hart, and rquirs concntrating on a sustaind mathmatical

More information

Entity-Relationship Model

Entity-Relationship Model Entity-Rlationship Modl Kuang-hua Chn Dpartmnt of Library and Information Scinc National Taiwan Univrsity A Company Databas Kps track of a company s mploys, dpartmnts and projcts Aftr th rquirmnts collction

More information

5.4 Exponential Functions: Differentiation and Integration TOOTLIFTST:

5.4 Exponential Functions: Differentiation and Integration TOOTLIFTST: .4 Eponntial Functions: Diffrntiation an Intgration TOOTLIFTST: Eponntial functions ar of th form f ( ) Ab. W will, in this sction, look at a spcific typ of ponntial function whr th bas, b, is.78.... This

More information

Continuity Cloud Virtual Firewall Guide

Continuity Cloud Virtual Firewall Guide Cloud Virtual Firwall Guid uh6 Vrsion 1.0 Octobr 2015 Foldr BDR Guid for Vam Pag 1 of 36 Cloud Virtual Firwall Guid CONTENTS INTRODUCTION... 3 ACCESSING THE VIRTUAL FIREWALL... 4 HYPER-V/VIRTUALBOX CONTINUITY

More information

NUMERICAL COMPUTATION OF THE EFFECTIVENESS-NUMBER OF TRANSFER UNITS FOR SEVERAL CROSS-FLOW HEAT EXCHANGERS WITH DIFFERENT FLOW ARRANGEMENTS

NUMERICAL COMPUTATION OF THE EFFECTIVENESS-NUMBER OF TRANSFER UNITS FOR SEVERAL CROSS-FLOW HEAT EXCHANGERS WITH DIFFERENT FLOW ARRANGEMENTS Prodings of COBEM 2009 20th Intrnational Congrss of Mhanial Enginring Novmbr 15-20, 2009, Gramado, RS, Brazil NUMERICAL COMPUTATION OF THE EFFECTIVENESS-NUMBER OF TRANSFER UNITS FOR SEVERAL CROSS-FLOW

More information

Chapter 7. Fastenings. Contents. Lawrence A. Soltis

Chapter 7. Fastenings. Contents. Lawrence A. Soltis Fastnings Lawrnc A. Soltis Chaptr 7 Contnts Nails 7 Withdrawal Rsistanc 7 Latral Rsistanc 7 5 Spiks 7 8 Stapls 7 8 Drift Bolts 7 9 Wood Scrws 7 9 Withdrawal Rsistanc 7 9 Latral Rsistanc 7 1 Lag Scrws 7

More information

CIRCUITS AND ELECTRONICS. Basic Circuit Analysis Method (KVL and KCL method)

CIRCUITS AND ELECTRONICS. Basic Circuit Analysis Method (KVL and KCL method) 6. CIRCUITS AND ELECTRONICS Basic Circuit Analysis Mthod (KVL and KCL mthod) Cit as: Anant Agarwal and Jffry Lang, cours matrials for 6. Circuits and Elctronics, Spring 7. MIT 6. Fall Lctur Rviw Lumpd

More information

Development of Financial Management Reporting in MPLS

Development of Financial Management Reporting in MPLS 1 Dvlopmnt of Financial Managmnt Rporting in MPLS 1. Aim Our currnt financial rports ar structurd to dlivr an ovrall financial pictur of th dpartmnt in it s ntirty, and thr is no attmpt to provid ithr

More information

LG has introduced the NeON 2, with newly developed Cello Technology which improves performance and reliability. Up to 320W 300W

LG has introduced the NeON 2, with newly developed Cello Technology which improves performance and reliability. Up to 320W 300W Cllo Tchnology LG has introducd th NON 2, with nwly dvlopd Cllo Tchnology which improvs prformanc and rliability. Up to 320W 300W Cllo Tchnology Cll Connction Elctrically Low Loss Low Strss Optical Absorption

More information

IMES DISCUSSION PAPER SERIES

IMES DISCUSSION PAPER SERIES IMES DISCUSSIN PAPER SERIES Th Choic of Invoic Currncy in Intrnational Trad: Implications for th Intrnationalization of th Yn Hiroyuki I, Akira TANI, and Toyoichirou SHIRTA Discussion Papr No. 003-E-13

More information

WORKERS' COMPENSATION ANALYST, 1774 SENIOR WORKERS' COMPENSATION ANALYST, 1769

WORKERS' COMPENSATION ANALYST, 1774 SENIOR WORKERS' COMPENSATION ANALYST, 1769 08-16-85 WORKERS' COMPENSATION ANALYST, 1774 SENIOR WORKERS' COMPENSATION ANALYST, 1769 Summary of Dutis : Dtrmins City accptanc of workrs' compnsation cass for injurd mploys; authorizs appropriat tratmnt

More information

Production Costing (Chapter 8 of W&W)

Production Costing (Chapter 8 of W&W) Production Costing (Chaptr 8 of W&W).0 Introduction Production costs rfr to th oprational costs associatd with producing lctric nrgy. Th most significant componnt of production costs ar th ful costs ncssary

More information

Far Field Estimations and Simulation Model Creation from Cable Bundle Scans

Far Field Estimations and Simulation Model Creation from Cable Bundle Scans Far Fild Estimations and Simulation Modl Cration from Cabl Bundl Scans D. Rinas, S. Nidzwidz, S. Fri Dortmund Univrsity of Tchnology Dortmund, Grmany dnis.rinas@tu-dortmund.d stphan.fri@tu-dortmund.d Abstract

More information

Policies for Simultaneous Estimation and Optimization

Policies for Simultaneous Estimation and Optimization Policis for Simultanous Estimation and Optimization Migul Sousa Lobo Stphn Boyd Abstract Policis for th joint idntification and control of uncrtain systms ar prsntd h discussion focuss on th cas of a multipl

More information

The Constrained Ski-Rental Problem and its Application to Online Cloud Cost Optimization

The Constrained Ski-Rental Problem and its Application to Online Cloud Cost Optimization 3 Procdings IEEE INFOCOM Th Constraind Ski-Rntal Problm and its Application to Onlin Cloud Cost Optimization Ali Khanafr, Murali Kodialam, and Krishna P. N. Puttaswam Coordinatd Scinc Laborator, Univrsit

More information

Important Information Call Through... 8 Internet Telephony... 6 two PBX systems... 10 Internet Calls... 3 Internet Telephony... 2

Important Information Call Through... 8 Internet Telephony... 6 two PBX systems... 10 Internet Calls... 3 Internet Telephony... 2 Installation and Opration Intrnt Tlphony Adaptr Aurswald Box Indx C I R 884264 03 02/05 Call Duration, maximum...10 Call Through...7 Call Transportation...7 Calls Call Through...7 Intrnt Tlphony...3 two

More information

the so-called KOBOS system. 1 with the exception of a very small group of the most active stocks which also trade continuously through

the so-called KOBOS system. 1 with the exception of a very small group of the most active stocks which also trade continuously through Liquidity and Information-Basd Trading on th Ordr Drivn Capital Markt: Th Cas of th Pragu tock Exchang Libor 1ÀPH³HN Cntr for Economic Rsarch and Graduat Education, Charls Univrsity and Th Economic Institut

More information

Physics 106 Lecture 12. Oscillations II. Recap: SHM using phasors (uniform circular motion) music structural and mechanical engineering waves

Physics 106 Lecture 12. Oscillations II. Recap: SHM using phasors (uniform circular motion) music structural and mechanical engineering waves Physics 6 Lctur Oscillations II SJ 7 th Ed.: Chap 5.4, Rad only 5.6 & 5.7 Rcap: SHM using phasors (unifor circular otion) Physical pndulu xapl apd haronic oscillations Forcd oscillations and rsonanc. Rsonanc

More information

Switches and Indicators 01

Switches and Indicators 01 Switchs and Indicators 01 01 Switchs and Indicators Indx Sris 01 Dscription Pag 15 Product Assmbly Pag 16 Product Rang - pushbutton for standard mounting - accssoris / spar parts Tchnical Data Pag 17 Pag

More information

Abstract. Introduction. Statistical Approach for Analyzing Cell Phone Handoff Behavior. Volume 3, Issue 1, 2009

Abstract. Introduction. Statistical Approach for Analyzing Cell Phone Handoff Behavior. Volume 3, Issue 1, 2009 Volum 3, Issu 1, 29 Statistical Approach for Analyzing Cll Phon Handoff Bhavior Shalini Saxna, Florida Atlantic Univrsity, Boca Raton, FL, shalinisaxna1@gmail.com Sad A. Rajput, Farquhar Collg of Arts

More information

Closed-form solutions for Guaranteed Minimum Accumulation Benefits

Closed-form solutions for Guaranteed Minimum Accumulation Benefits Closd-form solutions for Guarantd Minimum Accumulation Bnfits Mikhail Krayzlr, Rudi Zagst and Brnhard Brunnr Abstract Guarantd Minimum Accumulation Bnfit GMAB is on of th variabl annuity products, i..

More information

June 2012. Enprise Rent. Enprise 1.1.6. Author: Document Version: Product: Product Version: SAP Version: 8.81.100 8.8

June 2012. Enprise Rent. Enprise 1.1.6. Author: Document Version: Product: Product Version: SAP Version: 8.81.100 8.8 Jun 22 Enpris Rnt Author: Documnt Vrsion: Product: Product Vrsion: SAP Vrsion: Enpris Enpris Rnt 88 88 Enpris Rnt 22 Enpris Solutions All rights rsrvd No parts of this work may b rproducd in any form or

More information

A Multi-Heuristic GA for Schedule Repair in Precast Plant Production

A Multi-Heuristic GA for Schedule Repair in Precast Plant Production From: ICAPS-03 Procdings. Copyright 2003, AAAI (www.aaai.org). All rights rsrvd. A Multi-Huristic GA for Schdul Rpair in Prcast Plant Production Wng-Tat Chan* and Tan Hng W** *Associat Profssor, Dpartmnt

More information

Whole Systems Approach to CO 2 Capture, Transport and Storage

Whole Systems Approach to CO 2 Capture, Transport and Storage Whol Systms Approach to CO 2 Captur, Transport and Storag N. Mac Dowll, A. Alhajaj, N. Elahi, Y. Zhao, N. Samsatli and N. Shah UKCCS Mting, July 14th 2011, Nottingham, UK Ovrviw 1 Introduction 2 3 4 Powr

More information

AP Calculus Multiple-Choice Question Collection 1969 1998. connect to college success www.collegeboard.com

AP Calculus Multiple-Choice Question Collection 1969 1998. connect to college success www.collegeboard.com AP Calculus Multipl-Choic Qustion Collction 969 998 connct to collg succss www.collgboard.com Th Collg Board: Conncting Studnts to Collg Succss Th Collg Board is a not-for-profit mmbrship association whos

More information

Version 1.0. General Certificate of Education (A-level) January 2012. Mathematics MPC3. (Specification 6360) Pure Core 3. Final.

Version 1.0. General Certificate of Education (A-level) January 2012. Mathematics MPC3. (Specification 6360) Pure Core 3. Final. Vrsion.0 Gnral Crtificat of Education (A-lvl) January 0 Mathmatics MPC (Spcification 660) Pur Cor Final Mark Schm Mark schms ar prpard by th Principal Eaminr and considrd, togthr with th rlvant qustions,

More information

Chapter 10 Function of a Matrix

Chapter 10 Function of a Matrix EE448/58 Vrsion. John Stnsby Chatr Function of a atrix t f(z) b a comlx-valud function of a comlx variabl z. t A b an n n comlxvalud matrix. In this chatr, w giv a dfinition for th n n matrix f(a). Also,

More information

Planning and Managing Copper Cable Maintenance through Cost- Benefit Modeling

Planning and Managing Copper Cable Maintenance through Cost- Benefit Modeling Planning and Managing Coppr Cabl Maintnanc through Cost- Bnfit Modling Jason W. Rup U S WEST Advancd Tchnologis Bouldr Ky Words: Maintnanc, Managmnt Stratgy, Rhabilitation, Cost-bnfit Analysis, Rliability

More information

The Neolithic transition, a major episode in human history, is

The Neolithic transition, a major episode in human history, is Synthsis btwn dmic and cultural diffusion in th Nolithic transition in Europ Joaquim Fort 1 Complx Systms Laboratory, Dpartmnt of hysics, Univrsity of Girona, ES-1771 Girona, Catalonia, Spain Editd by

More information

STATEMENT OF INSOLVENCY PRACTICE 3.2

STATEMENT OF INSOLVENCY PRACTICE 3.2 STATEMENT OF INSOLVENCY PRACTICE 3.2 COMPANY VOLUNTARY ARRANGEMENTS INTRODUCTION 1 A Company Voluntary Arrangmnt (CVA) is a statutory contract twn a company and its crditors undr which an insolvncy practitionr

More information

Journal of Engineering and Natural Sciences Mühendislik ve Fen Bilimleri Dergisi

Journal of Engineering and Natural Sciences Mühendislik ve Fen Bilimleri Dergisi Journal of Enginring and Natural Scincs Mühndisli v Fn Bilimlri Drgisi Sigma 4/ Invitd Rviw Par OPTIMAL DESIGN OF NONLINEAR MAGNETIC SYSTEMS USING FINITE ELEMENTS Lvnt OVACIK * Istanbul Tchnical Univrsity,

More information

A Theoretical Model of Public Response to the Homeland Security Advisory System

A Theoretical Model of Public Response to the Homeland Security Advisory System A Thortical Modl of Public Rspons to th Homland Scurity Advisory Systm Amy (Wnxuan) Ding Dpartmnt of Information and Dcision Scincs Univrsity of Illinois Chicago, IL 60607 wxding@uicdu Using a diffrntial

More information

COMPLEX STRESS TUTORIAL 3 COMPLEX STRESS AND STRAIN

COMPLEX STRESS TUTORIAL 3 COMPLEX STRESS AND STRAIN COMPLX STRSS TUTORIAL COMPLX STRSS AND STRAIN This tutorial is not part of the decel unit mechanical Principles but covers elements of the following sllabi. o Parts of the ngineering Council eam subject

More information

METHODS FOR HANDLING TIED EVENTS IN THE COX PROPORTIONAL HAZARD MODEL

METHODS FOR HANDLING TIED EVENTS IN THE COX PROPORTIONAL HAZARD MODEL STUDIA OECONOMICA POSNANIENSIA 204, vol. 2, no. 2 (263 Jadwiga Borucka Warsaw School of Economics, Institut of Statistics and Dmography, Evnt History and Multilvl Analysis Unit jadwiga.borucka@gmail.com

More information

Griffiths-McCoy singularities in the random transverse-field Ising spin chain

Griffiths-McCoy singularities in the random transverse-field Ising spin chain PHYSICAL REVIEW B VOLUME 59, NUMBER 17 1 MAY 1999-I Griffiths-McCoy singularitis in th random transvrs-fild Ising spin chain Frnc Iglói Rsarch Institut for Solid Stat Physics and Optics, P.O. Box 49, H-1525

More information

IHE IT Infrastructure (ITI) Technical Framework Supplement. Cross-Enterprise Document Workflow (XDW) Trial Implementation

IHE IT Infrastructure (ITI) Technical Framework Supplement. Cross-Enterprise Document Workflow (XDW) Trial Implementation Intgrating th Halthcar Entrpris 5 IHE IT Infrastructur (ITI) Tchnical Framwork Supplmnt 10 Cross-Entrpris Documnt Workflow (XDW) 15 Trial Implmntation 20 Dat: Octobr 13, 2014 Author: IHE ITI Tchnical Committ

More information

Optics Communications

Optics Communications Optics Communications 84 () 43 436 Contnts lists availabl at ScincDirct Optics Communications journal hompag: www.lsvir.com/locat/optcom Scattring forcs in th focal volum of high numrical aprtur microscop

More information

Theoretical aspects of investment demand for gold

Theoretical aspects of investment demand for gold Victor Sazonov (Russia), Dmitry Nikolav (Russia) Thortical aspcts of invstmnt dmand for gold Abstract Th main objctiv of this articl is construction of a thortical modl of invstmnt in gold. Our modl is

More information

Higher. Exponentials and Logarithms 160

Higher. Exponentials and Logarithms 160 hsn uknt Highr Mthmtics UNIT UTCME Eponntils nd Logrithms Contnts Eponntils nd Logrithms 6 Eponntils 6 Logrithms 6 Lws of Logrithms 6 Eponntils nd Logrithms to th Bs 65 5 Eponntil nd Logrithmic Equtions

More information

CALCULATING MARGINAL PROBABILITIES IN PROC PROBIT Guy Pascale, Memorial Health Alliance

CALCULATING MARGINAL PROBABILITIES IN PROC PROBIT Guy Pascale, Memorial Health Alliance CALCULATING MARGINAL PROBABILITIES IN PROC PROBIT Guy Pascal, Mmorial Halth Allianc Introduction Th PROBIT procdur within th SAS systm provids a simpl mthod for stimating discrt choic variabls (i.. dichotomous

More information

Circuits with Transistors

Circuits with Transistors ircuits with Transistors ontnts 1 Transistors 1 2 Amplifirs 2 2.1 h paramtrs.................................... 3 3 Bipolar Junction Transistor (BJT) 3 3.1 BJT as a switch...................................

More information

Category 1: Purchased Goods and Services

Category 1: Purchased Goods and Services 1 Catgory 1: Purchasd Goods and Srvics Catgory dscription T his catgory includs all upstram (i.., cradl-to-gat) missions from th production of products purchasd or acquird by th rporting company in th

More information

Research Progress in Acoustical Application to Petroleum Logging and Seismic Exploration

Research Progress in Acoustical Application to Petroleum Logging and Seismic Exploration Snd Ordrs of Rprints at rprints@bnthamscinc.nt Th Opn Acoustics Journal 23 6 - Opn Accss Rsarch Progrss in Acoustical Application to Ptrolum Logging and Sismic Exploration Lin Fa * Li Wang Yuan Zhao 2

More information

Budget Optimization in Search-Based Advertising Auctions

Budget Optimization in Search-Based Advertising Auctions Budgt Optimization in Sarch-Basd Advrtising Auctions ABSTRACT Jon Fldman Googl, Inc. Nw York, NY jonfld@googl.com Martin Pál Googl, Inc. Nw York, NY mpal@googl.com Intrnt sarch companis sll advrtismnt

More information