MHD Flow of a Third-Grade Fluid Induced by Non-Coaxial Rotations of a Porous Disk Executing Non-Torsional Oscillations and a Fluid at Infinity

Size: px
Start display at page:

Download "MHD Flow of a Third-Grade Fluid Induced by Non-Coaxial Rotations of a Porous Disk Executing Non-Torsional Oscillations and a Fluid at Infinity"

Transcription

1 MHD Flow of a Third-Grade Fluid Iduced by No-Coaxial Rotatios of a Porous Disk Executig No-Torsioal Oscillatios ad a Fluid at Ifiity TAHIRA HAROON COMSATS Istitute of Iformatio Techology, Abbottabad, NWFP, Pakista. T. HAYAT 1, S. ASGHAR 1, ad A. M. SIDDIQUI 2 1 Departmet of Mathematics, Quaid-I-Azam Uiversity, Islamabad, Pakista. 2 Departmet of Mathematics, Pesylvaia State Uiversity, York Campus, York, Pesylvaia 17403, U. S. A. Abstract :- The problem of magetohydrodyamics (MHD) flow of a coductig, icompressible fluid due to o-coaxial rotatios of a porous disk, executig oscillatios i its ow plae, ad a fluid at ifiity is cosidered i the presece of a uiform trasverse magetic field. The porous character of disk ad the o-liearity of the fluid icrease the order of the differetial equatio. The solutios for the cases, whe the agular velocity is greater, smaller or equal to the frequecy of oscillatio are examied. The structure of the velocity distributios ad the associated boudary layers are ivestigated icludig the case of blowig ad resoat oscillatios. It is foud that ulike the hydrodyamic situatio for the case of blowig ad resoace, the hydromagetic steady state solutio satisfies the boudary coditio at ifiity. The iheret difficulty ivolved i the purely hydrodyamic problem associated with the case of blowig ad the resoat frequecy has bee resolved i this paper by the additio of the magetic field. Key-Words :- Icompressible MHD flow, No-coaxial rotatio, Oscillatio, No-Newtoia fluid, Porous disk. 1 Itroductio Exact solutios for the flow due to a sigle disk i a variety of situatios have bee obtaied by a umber of workers. Berker [1] has cosidered the viscous flow due to o-coaxial roatatios of a disk ad a fluid at ifiity. Thorley [2] has studied the flow due to otorsioal oscillatios of a sigle disk i semiifiite expase of fluid i a rotatig frame of referece. The MHD effect o the Ekma layer over a statioary ifiite horizotal plate i a electrically coductig liquid, rotatig with uiform agular velocity about a vertical axes has bee studied by Gupta [3]. The flow due to rotatios of a porous disk ad a fluid at ifiity, about differet axes has bee studied by Erdoga [4]. Murthy ad Ram [5] have cosidered the MHD flow ad heat trasfer due to eccetric rotatios of a porous disk

2 ad a fluid at ifiity. Rajagopal i [6] ad [7] has cosidered the flow of a simple fluid i a orthogoal rheometer ad the flows of Newtoia ad o-newtoia fluids betwee parallel disks rotatig about a commo axis. Kasiviswaatha ad Rao [8] discussed the flow due to o-coaxial rotatios of a disk, executig o-torsioal oscillatios i its ow plae ad a fluid at ifiity. The usteady flow due to o-coaxial rotatios of a disk ad a fluid at ifiity which are impulsively started was ivestigated by Pop [9]. Later, Erdoga [4] poited out by that if the disk ad the fluid at ifiity are iitially at rest the problem becomes three dimesioal ad the solutio caot be obtaied easily ad suggested a chage i iitial coditio ad proposed that the disk ad the fluid are iitially rotatig about z -axis ad suddely sets i motio; the disk rotatig about z-axis ad fluid about z -axis. He showed that ow the problem is solvable ad presets a aalytic solutio for the velocity field. I aother paper, Erdoga [10] foud a exact solutio of the time-depedet Navier-Stokes equatios for the flow due to o-coaxial rotatios of a oscillatig disk ad a fluid at ifiity. I this paper, umerical solutio of the timedepedet equatios is give for the magetohydrodyamic icompressible flow due to o-coaxial rotatios of a porous disk ad a third grade fluid at ifiity. Additioally, the disk is executig oscillatios i its ow plae. The porous disk ad o-liear fluid behavior cosidered i this study results i the icrease of the order of the o-liear differetial equatio with costat complex coefficiets obtaied by isertig the velocity field ito the equatios of motio. It is apparet from physical cosideratios that suctio ad blowig have opposite effects o the boudary layer flows. Ideed, the suctio prevets the imposed otorsioal oscillatios from spreadig far away from the disk by viscous diffusio for all values of the frequecy parameter. O the cotrary, the blowig promotes the spreadig of the oscillatios far away from the disk. I the case of blowig ad resoace, the oscillatory boudary layer flows are o loger possible. Thus, it remais to aswer the questio of fidig a meaigful solutio for the case of blowig ad the resoat frequecy. A attempt is made to aswer this questio by posig a hydromagetic boudary o iitial-boudary value problem. It is show that ulike the hydrodyamic situatio for the case of blowig ad resoace, the hydromagetic steady state solutio satisfies the boudary coditio at ifiity. 2 Basic Equatios We itroduce a Cartesia coordiate system with the z-axis ormal to the porous disk which lies i the plae z = 0. The regio z > 0 is occupied by a icompressible thirdgrade fluid. The axis of rotatio, of both the disk ad the fluid, are assumed to be i the plae x = 0, with the distace betwee the axes beig l. The disk ad the fluid at ifiity are iitially rotatig about the z -axis with the same agular velocity, ad at time t = 0, the disk starts to oscillate suddely alog the x-axis ad to rotate impulsively about the z- axis with the same agular velocity ad the fluid at ifiity cotiues to rotate about the z -axis with the same agular velocity. The fluid is electrically coductig ad assumed to be permeated by a magetic field B havig o compoets i the x ad y directios. The velocity field is chose as follows: u = y + f(z, t), v = x + g(z, t), w = w, (1) where u, v, w are the compoets of the velocity vector V, i the directios x, y, z respectively. Obviously w > 0 is the suctio velocity ad w < 0 is the blowig velocity. The velocity field satisfies. V = 0, which is othig else tha the icompressibility coditio. For the problem uder cosideratio, the boudary ad the iitial coditios ca be

3 writte i the followig form u = y + U cos t or y + U si t, v = x, w = w, at z = 0, t > 0, u = (y l), v = x, w = w, as z, for all t, u = (y l), v = x, w = w, at t = 0, for z > 0, (2) where is the frequecy of the o-torsioal oscillatios ad U the velocity. The hydromagetic equatios of motio for a electrically coductig, icompressible fluid are ρ DV Dt =. T + J B, (3). B = 0, (4) B = µ m J, (5) E = B t, (6) ad Ohm s law for a movig coductor J = σ(e + V B). (7) D I above equatios, ρ is the desity, the Dt material time derivative, J the electric curret desity, µ m the magetic permeability, E the electric field, B the total magetic field so that B = B + b, b the iduced magetic field, σ the electric coductivity of the fluid. I equatios (4-7) the magetic Reyolds umber R m [11] is assumed to be small as is the case with the most of the coductig fluids ad hece the iduced magetic field is small i compariso with the applied magetic field ad is therefore ot take ito accout. The magetic body forces J B ow becomes σ(v B) B. The costitutive equatio of third-grade fluid is T = pi + µa 1 + α 1 A 2 + α 2 A β 1 A 3 + β 2 (A 1 A 2 + A 2 A 1 ) + β 3 (tra 2 1)A 1, (8) where T is the stress tesor, I is the idetity, A 1, A 2 ad A 3 the Rivli-Erickse tesors of the first, secod ad third orders, respectively, p the static fluid pressure (p = p(x, y, z)), µ the dyamic viscosity coefficiet,α 1, α 2, β 1, β 2 ad β 3 are material costats. The first, secod- ad third-order Rivli-Erickse tesors are respectively: A 1 = (grad V) + (grad V) T, A i = DA i 1 + A i 1 (grad V) Dt + (grad V) T A i 1, i > 1. The thermodyamics of fluid modeled by equatio (8) has bee object of a detailed study by Fosdick ad Rajagopal i [12] ad Du ad Rajagopal [13]. They show that the equatio (8) to be compatible with thermodyamics ad the free eergy to be miimum whe the fluid is at rest, the material costats should satisfy the relatios µ 0, α 1 0, β 1 = β 2 = 0, β 3 0, 24µβ 3 α 1 + α 2 24µβ 3 (9) ad specific Helmholtz free eergy Ψ has the form Ψ = ˆΨ(θ, L) = ˆΨ(θ, 0) + α 1 4ρ L + LT 2. (10) I above expressios L = grad V. (11) I our aalysis we assume that the fluid is thermodyamically compatible; hece the stress costitutive relatio (8) reduces to T = pi + µa 1 + α 1 A 2 + α 2 A β 3 (tra 2 1)A 1. (12) Substitutig equatio (12) ad J B = σ B 2 V ito equatio (3) ad the elimiatig the modified pressure oe obtais [ F + i F F ] w t z = ν 2 F z σ 2 ρ B2 (F l) + i 2 l + α [ 1 3 F ρ t z w 3 F 2 z i F ] 3 2 z 2 ( ) +2β 3 F 2 F, (13) z z z where F = f + i g, (14)

4 ν = µ ρ, F is the complex cojugate of F. From equatios (1), (14) ad coditios (2) we have U cos t F (0, t) = or, (15) U si t F (, t) = l, F (z, 0) = l. O itroducig o-dimesioal parameters F ξ = z, τ = t, F (ξ, τ) = 2ν l 1, F F (ξ, τ) = l 1, U = U β = 3 l 2 β 3, l ρν 2 α = α 1 ρν, ɛ = w, N = σ 2ν ρ B2 (16) equatio (13) ad coditio (15) becomes α 3 F τ ξ F 2 αɛ 3 ξ 3 +2ɛ F ξ 2 F τ +β ( F ξ ξ F (0, τ) = + (1 iα) 2 F ξ 2 2(i + N)F ) 2 F ξ U cos t 1 or U si t 1 = 0, (17) F (, τ) = 0, F (ξ, 0) = 0., (18) We ote that the equatio (17) is a third order ad o-liear partial differetial equatio. As a result, it seems to be impossible to obtai the geeral solutio i closed form for arbitrary values of all parameters arisig i this o-liear equatio. Further, equatio (17) is parabolic with respect to time which allows a time marchig solutio to the equatio. The o-liearity of above equatio must be supressed i applyig the Vo Neuma stability aalysis by takig solutio-depedet coefficiets multiplyig derivatives, tempoarily froze. The modified equatio approach to aalyzig o-liear computatioal algorithm is applicable [14] but the appearace of products of higher-order derivatives makes the costructio of more accurate schemes less precise tha the case of liear equatios. As this problem is time depedet ad has mixed derivative with respect to time ad space coordiates so we are forced to use a implicit scheme. Applyig implicit scheme to oliear equatio (17) a umber of choices are available. Numerical methods for a parabolic partial differetial equatio iclude both 1) a boudary value problem ad 2) a iitial value problem. Combiig these two problems may result i very complicated or, at least, iefficiet methods e. g. higher order Ruge-Kutta methods or predictor-corrector methods [15]. This limitatio leads us to cosideratio of the simplest group of umerical methods for iitial value problems. A modified Crak-Nicolso implicit formulatio with forward time ad cetral fiite differece space approximatio is used, so that equatio (17) is trasformed ito algebraic equatio of the form a j Fj b j Fj +1 + c j Fj+1 +1 = d j, (19) where ( ) α a (1 iα) τ j = +, ( ) α b (1 iα) τ j = , ( ) α c (1 iα) τ j = +, ( α d j = (1 iα) τ + (Fj+1 2Fj + Fj 1) ɛα τ 2h 3 ) (F j+2 2F j+1 + 2F j 1 Fj 2) + ɛ τ h (F j+1 Fj 1) + 2(1 τ(i + N))Fj + β τ 4h ((F 4 j+1 Fj 1) 2 ( F j+1 2 F j + F j 1) + 2(F j+1 F j 1)(F j+1 2F j + F j 1)( F j+1 F j 1)). (20) Here ξ = [ξ j ] j=m j=1 is take as strictly icreasig sequece of discrete poits such that 0 = ξ 1 <

5 ξ 2 < ξ 3 < < ξ M ad h = ξ i ξ i 1 = ξ M ξ 1, M 1 where M is the umber of grid poits i space coordiates ad τ = τ +1 τ is time iterval. The right had side of equatio (19) is cosidered i some fashio as kow, say from the previous time step ad left had side as the depedet variable i a umerical solutio of a usteady flow problem. The steady state approached asymptotically at large times. The implicit methods are ucoditioally stable uless o-liear effects cause istability, which is cotrolled by suitable choice of τ ad h. The equatio (19) must be writte at all iterior grid poits resultig i a system of algebraic equatios of order M from which the ukows Fj +1 for all j ca be solved simultaeously, usig a implicit algorithm [16]. Let us cosider system of equatios of the form A F = B. (21) F is a vector of ukow odal values, A cotais the algebraic coefficiets arisig from discretizatio ad B is made up of algebraic coefficiets associated with discretisatio ad kow values of F o previous time step ad give by the boudary coditios. Cosiderig every ode, equatio (21) yields b 1 c 1 a 2 b 2 c 2 a j b j c j a M 1 b M 1 c M 1 a M b M F 1 d 1 F 2 d 2 F j = d j, F M 1 F M d M 1 d M (22) where a j, b j, c j ad d j are give by equatio (20), o-zero values of d j are associated with source terms or for d 1 ad d M with boudary coditios. All terms i A other tha those show are zero. To prevet illcoditioig it is ecessary that b j > a j + c j. 3 Numerical Discussio Equatio( 19) has bee solved by usig a modified Crak Nicolso implicit formulatio with forward time ad cetral differece space approximatio usig 100 grid poits (ξ = 10) for sufficiet accuracy. For all computatios we have take h =.1 ad τ =.001. For the case α = 0, β = 0 we get solutio for the Newtoia fluid, ad results matched with the aalytical solutio [10]. Numerical solutios cofirm that for large times the startig solutios ted to the steady-state solutios. For some times after the iitiatio of motio, the velocity field cotai trasiets the these trasiets disappear ad steady state is achieved. The time required to attai steady flow for the cosie ad sie oscillatios is obtaied for >, = ad <. The value of this time for cosie oscillatio is shorter tha that for sie oscillatio ad it depeds o the ratio of the frequecy of oscillatio to the agular velocity of the disk ad the ratio U. l I the case of >, the oscillatio of the disk domiates, the the time required to attai steady flow both for the cosie ad sie oscillatios becomes very short. However, i the case of < the time required to attai steady flow for the sie oscillatio become large. Numerically, we have computed the magitudes of f ad g with the distace from the l l disk for cosie ad sie oscillatios keepig amplitude costat U = 4 at =.5, 1, 2, 5 l with varyig time correspodig to three types of flows (Newtoia, secod-grade ad third-grade), with ad without suctio. The full lies deote startig velocities ad dotted lies show steady-state velocities. Results described below report solutios up to ξ = 2, where free stream velocities have ot yet bee reached i most cases. For Newtoia fluids, we observed that without oscillatios steady state is achieved after τ = 10. Whe cosie or sie oscillatios

6 are itroduced, time to reach steady state is reduced. With the cosie oscillatios, whe suctio (ɛ = 2) is itroduced, its value is reduced further ad boudary layer thickess is also f reduced due to suctio. Magitudes of l g also reduced but the magitudes of ear l the disk are icreased due to suctio. Whe oly disk is rotatig the time to reach its steady state is τ = 10. Itroducig cosie oscillatio =.5 < 1 this time is reduced to τ = 5, ad for sie oscillatio its values is 7. For = 2 > 1 due to cosie oscillatio the value of τ whe we get steady-state is 4.5 while for the sie oscillatio its value is 5.5. For = 5 > 1 system with cosie oscillatio approaches to its steady-state at τ = 2 ad for system with sie oscillatio the value is τ = 3 (By itroducig oscillatios time to reach steady-state is reduced. This time is shorter for cosie oscillatios as compared to sie oscillatios). No oscillatory behavior ca be observed for the Newtoia fluids with ad without suctio. For the secod-grade fluid (α 0) time to reach steady-state is icreased ad also oscillatory behavior become visible i fluid velocities ( f ad g ). Near the disk the l l magitudes of the velocities ( f ad g ) is l l also icreased. Boudary layer thickess is also icreased due to α. By itroducig suctio (ɛ = 2) i the secodgrade fluid, time to reach steady-state is decreased but oscillatory behavior becomes very promiet, boudary layer thickess is icreased. That is to say, that the oscillatory behavior is due to both o-newtoia fluids ad suctio (become visible for o- Newtoia fluid ad ehaced by suctio, i our case). By icreasig the value of α time to reach steady state is also icreased. Boudary layer thickess is also icreased due to o-newtoia ature of the fluid ad oscillatory behavior. For the third-grade fluid (α 0, β 0) time to reach steady state is delayed further but oscillatory behavior dimiish whe β is itroduced. Iclusio of suctio icreases oscillatory behavior. By icreasig oscillatio of the disk steady state is achieved much earlier. Icreasig oscillatios reduces boudary layer thickess. For the third-grade fluid (α 0, β 0) time to reach steady state is icreased further but due to oscillatios its value is reduced. Whe =.5 steady-state is achieved at τ = 3, for = 2 we get τ >.5 ad whe = 5 its value becomes =.3. The time to reach steady state for the third-grade fluid i the presece of cosie oscillatios is reduced. I the presece of suctio (ɛ = 2) time to reach steady state is icreased i cosiderable amout. Whe =.5 its value is τ = 5, for = 2, τ becomes 4 ad for = 5, τ = 1. i. e. time to reach steady state is further delayed i the third grade fluid (whe suctio is applied, perhaps this is due to oscillatory behavior). Whe we cosider the sie oscillatios the we ote that the time to reach steady-state is agai reduced ad with the icrease i oscillatios the time to reach steady-state is decreased further. By itroducig suctio (ɛ = 2) time to reach steady-state is reduced i a cosiderable amout. Boudary layer thickess is also reduced. The magitude of f is reduced by suctio while the magitude l g of are icreased ear the disk. l For the secod-grade fluid the time to reach steady-state is icreased. Oscillatory behavior ca be see ear the disk. The magitude f of ad g ear the disk is icreased. l l Boudary layer thickess is also icreased for the secod grade fluid. Whe suctio is applied to the secod grade fluid oscillatory behavior becomes promiet ad ca be see up to cosiderable distace from the disk. Boudary layer thickess is icreased due to this oscillatory behavior. Time to reach steady-state is reduced. For > boudary layer thickess is also reduced but oscillatory behavior is promiet ad with the icrease i frequecy the value of boudary layer thickess is reduced further. For = 1 (resoat case) boudary coditios at ifiity for the steady case are ot met whe fluid is Newtoia or o-

7 Newtoia. Whe suctio is applied the coditio at ifiity is fulfilled but for blowig, the coditio at ifiity is ot satisfied. If we cosider electrically coductig fluid the boudary coditio at ifiity is also satisfied for blowig ad resoace. It is likely that the magetic field provides some mechaism to cotrol the growth of the boudary layer thickess at the resoat frequecy. 4 Cocludig Remarks The most distictive feature is that ulike the hydrodyamic situatio for the case of the resoat oscillatios, the solutio satisfies the boudary coditio at ifiity for all values of the frequecy parameter, ad the associated boudary layers remai bouded for all values of the frequecy icludig = 2. The physical implicatio of this coclusio is that for the case of resoace ad blowig, the ubouded spreadig of the oscillatios away from the disk is cotrolled by the exteral magetic field. Cosequetly, the hydromagetic oscillatios are cofied to the ultimate boudary layers. Refereces [1] R. Berker. Hadbook of Fluid Dyamics, volume VIII/3. Spriger-Verlag, Berli, [2] Claire Thorley. O Stokes ad Rayleigh Layers i a Rotatig System. Quart. Jr. Mech. ad Applied Math., XXI: , [3] A. S. Gupta. Ekma layer o a porous plate. Phys. Fluids, 155: , (1972). [4] M. E. Erdoga. Usteady Flow of a Viscous Fluid due to No-Coaxial Rotatios of a Disk ad a Fluid at Ifiity. It. J. No-Liear Mechaics, 32(2): , (1997). [5] Murthy S. N. Ram R. K. P. MHD Flow ad Heat Trasfer due to Eeccetric Rotatios of a Porous Disk ad a Fluid at Ifiity. It. J. Egg. Sci., 16: , (1978). [6] Rajagopal K. R. O the Flow of a Simple Fluid i a Orthogoal Rheometer. Arch. Rat. Mech. Aal, 79:39 47, (1982). [7] Rajagopal K. R. Flow of viscoelastic fluids betwee rotatig disks. Theor. Comput. Fluid Dyamics, 3: , (1992). [8] Kasiviswaatha S. R. Rao A. R. A Usteady Flow due to Eccetrically Rotatig Porous Disk ad a Fluid at Ifiity. It. J. Egg. Sci., 25: , (1987). [9] Pop I. Usteady Flow due to No- Coaxially Rotatig a Disk ad a Fluid at Ifiity. Bull. Tech. Ui. Ist., 32:14 18, (1979). [10] M. E. Erdoga. A Exact Solutio of the Time-Depedet Navier-Stokes Equatios for the Flow due to No- Coaxial Rotatios of a Oscillatig Disk ad Fluid at Ifiity. It. J. Egg Sci., 38(2000)175. [11] Shercliff J. A. A textbook of Magetohydrodyamics. Pergamo, (1965). [12] R. L. Fosdick, K. R. Rajagopal. Thermodyamics ad Stability of Fluids of Third-Grade. Proc. Roy. Soc. Lod. Ser., A,339(1980)351. [13] J. E. Du, K. R. Rajagopal. Fluids of Differetial Type. It. J. Egg. Sci., 21(1983)487. [14] G. H. Klopfer, D. S. McRae. No-liear Trucatio Error Aalysis of FDF for the Euler Equatios. AIAA J., 21(1983)487. [15] R. D. Richtmyer ad K. W. Morto. Differece Methods for Iitial-Value Problems. Number 4 i Itersciece Tracts i Pure ad Applied Mathematics. Itersciece Publishers, secod editio editio, [16] C. A. J. Fletcher. Computatioal Techiques for Fluid Dyamics, volume I. Spriger-Verlag Berli Heidelberg, 1988.

A STUDY ON MHD BOUNDARY LAYER FLOW OVER A NONLINEAR STRETCHING SHEET USING IMPLICIT FINITE DIFFERENCE METHOD

A STUDY ON MHD BOUNDARY LAYER FLOW OVER A NONLINEAR STRETCHING SHEET USING IMPLICIT FINITE DIFFERENCE METHOD IRET: Iteratioal oural of Research i Egieerig ad Techology eissn: 39-63 pissn: 3-7308 A STUDY ON MHD BOUNDARY LAYER FLOW OVER A NONLINEAR STRETCHING SHEET USING IMPLICIT FINITE DIFFERENCE METHOD Satish

More information

Streamfunction-Vorticity Formulation

Streamfunction-Vorticity Formulation Streamfuctio-Vorticity Formulatio A. Salih Departmet of Aerospace Egieerig Idia Istitute of Space Sciece ad Techology, Thiruvaathapuram March 2013 The streamfuctio-vorticity formulatio was amog the first

More information

THE NUMERICAL SOLUTION OF THE NEWTONIAN FLUIDS FLOW DUE TO A STRETCHING CYLINDER BY SOR ITERATIVE PROCEDURE ABSTRACT

THE NUMERICAL SOLUTION OF THE NEWTONIAN FLUIDS FLOW DUE TO A STRETCHING CYLINDER BY SOR ITERATIVE PROCEDURE ABSTRACT Europea Joural of Egieerig ad Techology Vol. 3 No., 5 ISSN 56-586 THE NUMERICAL SOLUTION OF THE NEWTONIAN FLUIDS FLOW DUE TO A STRETCHING CYLINDER BY SOR ITERATIVE PROCEDURE Atif Nazir, Tahir Mahmood ad

More information

Numerical Study on MHD Flow And Heat Transfer With The Effect Of Microrotational Parameter In The Porous Medium

Numerical Study on MHD Flow And Heat Transfer With The Effect Of Microrotational Parameter In The Porous Medium IOSR Joural of Egieerig (IOSRJEN) ISSN (e): 5-3, ISSN (p): 78-879 Vol. 5, Issue 4 (April. 5), V PP 8-7 www.iosrje.org Numerical Study o MHD Flow Ad Heat rasfer With he Effect Of Microrotatioal Parameter

More information

Similarity Solutions to Unsteady Pseudoplastic. Flow Near a Moving Wall

Similarity Solutions to Unsteady Pseudoplastic. Flow Near a Moving Wall Iteratioal Mathematical Forum, Vol. 9, 04, o. 3, 465-475 HIKARI Ltd, www.m-hikari.com http://dx.doi.org/0.988/imf.04.48 Similarity Solutios to Usteady Pseudoplastic Flow Near a Movig Wall W. Robi Egieerig

More information

Boundary layer problem on conveyor belt. Gabriella Bognár University of Miskolc 3515 Miskolc-Egyetemváros, Hungary

Boundary layer problem on conveyor belt. Gabriella Bognár University of Miskolc 3515 Miskolc-Egyetemváros, Hungary Boudary layer problem o coveyor belt Gabriella Bogár Uiversity of Miskolc 355 Miskolc-Egyetemváros, Hugary e-mail: matvbg@ui-miskolc.hu Abstract: A techologically importat source of the boudary layer pheomeo

More information

Unsteady Couette Flow through a Porous Medium in a Rotating System

Unsteady Couette Flow through a Porous Medium in a Rotating System Ope Joural of Fluid Dyamics, 0,, 49-58 http://d.doi.org/0.436/ojfd.0.406 Published Olie December 0 (http://www.scirp.org/joural/ojfd) Usteady Couette Flow through a Porous Medium i a Rotatig System Maitree

More information

mx bx kx F t. dt IR I LI V t, Q LQ RQ V t,

mx bx kx F t. dt IR I LI V t, Q LQ RQ V t, Lecture 5 omplex Variables II (Applicatios i Physics) (See hapter i Boas) To see why complex variables are so useful cosider first the (liear) mechaics of a sigle particle described by Newto s equatio

More information

DETERMINATION OF MECHANICAL PROPERTIES OF A NON- UNIFORM BEAM USING THE MEASUREMENT OF THE EXCITED LONGITUDINAL ELASTIC VIBRATIONS.

DETERMINATION OF MECHANICAL PROPERTIES OF A NON- UNIFORM BEAM USING THE MEASUREMENT OF THE EXCITED LONGITUDINAL ELASTIC VIBRATIONS. ICSV4 Cairs Australia 9- July 7 DTRMINATION OF MCHANICAL PROPRTIS OF A NON- UNIFORM BAM USING TH MASURMNT OF TH XCITD LONGITUDINAL LASTIC VIBRATIONS Pavel Aokhi ad Vladimir Gordo Departmet of the mathematics

More information

Castiel, Supernatural, Season 6, Episode 18

Castiel, Supernatural, Season 6, Episode 18 13 Differetial Equatios the aswer to your questio ca best be epressed as a series of partial differetial equatios... Castiel, Superatural, Seaso 6, Episode 18 A differetial equatio is a mathematical equatio

More information

Free Surface Hydrodynamics

Free Surface Hydrodynamics Water Sciece ad Egieerig Free Surface Hydrodyamics y A part of Module : Hydraulics ad Hydrology Water Sciece ad Egieerig Dr. Shreedhar Maskey Seior Lecturer UNESCO-IHE Istitute for Water Educatio S. Maskey

More information

The z-transform. 7.1 Introduction. 7.2 The z-transform Derivation of the z-transform: x[n] = z n LTI system, h[n] z = re j

The z-transform. 7.1 Introduction. 7.2 The z-transform Derivation of the z-transform: x[n] = z n LTI system, h[n] z = re j The -Trasform 7. Itroductio Geeralie the complex siusoidal represetatio offered by DTFT to a represetatio of complex expoetial sigals. Obtai more geeral characteristics for discrete-time LTI systems. 7.

More information

CO-LOCATED DIFFUSE APPROXIMATION METHOD FOR TWO DIMENSIONAL INCOMPRESSIBLE CHANNEL FLOWS

CO-LOCATED DIFFUSE APPROXIMATION METHOD FOR TWO DIMENSIONAL INCOMPRESSIBLE CHANNEL FLOWS CO-LOCATED DIFFUSE APPROXIMATION METHOD FOR TWO DIMENSIONAL INCOMPRESSIBLE CHANNEL FLOWS C.PRAX ad H.SADAT Laboratoire d'etudes Thermiques,URA CNRS 403 40, Aveue du Recteur Pieau 86022 Poitiers Cedex,

More information

6.3 Testing Series With Positive Terms

6.3 Testing Series With Positive Terms 6.3. TESTING SERIES WITH POSITIVE TERMS 307 6.3 Testig Series With Positive Terms 6.3. Review of what is kow up to ow I theory, testig a series a i for covergece amouts to fidig the i= sequece of partial

More information

UNIVERSITY OF CALIFORNIA - SANTA CRUZ DEPARTMENT OF PHYSICS PHYS 116C. Problem Set 4. Benjamin Stahl. November 6, 2014

UNIVERSITY OF CALIFORNIA - SANTA CRUZ DEPARTMENT OF PHYSICS PHYS 116C. Problem Set 4. Benjamin Stahl. November 6, 2014 UNIVERSITY OF CALIFORNIA - SANTA CRUZ DEPARTMENT OF PHYSICS PHYS 6C Problem Set 4 Bejami Stahl November 6, 4 BOAS, P. 63, PROBLEM.-5 The Laguerre differetial equatio, x y + ( xy + py =, will be solved

More information

Problem 1. Problem Engineering Dynamics Problem Set 9--Solution. Find the equation of motion for the system shown with respect to:

Problem 1. Problem Engineering Dynamics Problem Set 9--Solution. Find the equation of motion for the system shown with respect to: 2.003 Egieerig Dyamics Problem Set 9--Solutio Problem 1 Fid the equatio of motio for the system show with respect to: a) Zero sprig force positio. Draw the appropriate free body diagram. b) Static equilibrium

More information

True Nature of Potential Energy of a Hydrogen Atom

True Nature of Potential Energy of a Hydrogen Atom True Nature of Potetial Eergy of a Hydroge Atom Koshu Suto Key words: Bohr Radius, Potetial Eergy, Rest Mass Eergy, Classical Electro Radius PACS codes: 365Sq, 365-w, 33+p Abstract I cosiderig the potetial

More information

Analysis of a Numerical Scheme An Example

Analysis of a Numerical Scheme An Example http://www.d.edu/~gtryggva/cfd-course/ Computatioal Fluid Dyamics Lecture 3 Jauary 5, 7 Aalysis of a Numerical Scheme A Example Grétar Tryggvaso Numerical Aalysis Example Use the leap-frog method (cetered

More information

Chapter 4. Fourier Series

Chapter 4. Fourier Series Chapter 4. Fourier Series At this poit we are ready to ow cosider the caoical equatios. Cosider, for eample the heat equatio u t = u, < (4.) subject to u(, ) = si, u(, t) = u(, t) =. (4.) Here,

More information

LECTURE 14. Non-linear transverse motion. Non-linear transverse motion

LECTURE 14. Non-linear transverse motion. Non-linear transverse motion LETURE 4 No-liear trasverse motio Floquet trasformatio Harmoic aalysis-oe dimesioal resoaces Two-dimesioal resoaces No-liear trasverse motio No-liear field terms i the trajectory equatio: Trajectory equatio

More information

Fluid Physics 8.292J/12.330J % (1)

Fluid Physics 8.292J/12.330J % (1) Fluid Physics 89J/133J Problem Set 5 Solutios 1 Cosider the flow of a Euler fluid i the x directio give by for y > d U = U y 1 d for y d U + y 1 d for y < This flow does ot vary i x or i z Determie the

More information

Damped Vibration of a Non-prismatic Beam with a Rotational Spring

Damped Vibration of a Non-prismatic Beam with a Rotational Spring Vibratios i Physical Systems Vol.6 (0) Damped Vibratio of a No-prismatic Beam with a Rotatioal Sprig Wojciech SOCHACK stitute of Mechaics ad Fudametals of Machiery Desig Uiversity of Techology, Czestochowa,

More information

Computational Fluid Dynamics. Lecture 3

Computational Fluid Dynamics. Lecture 3 Computatioal Fluid Dyamics Lecture 3 Discretizatio Cotiued. A fourth order approximatio to f x ca be foud usig Taylor Series. ( + ) + ( + ) + + ( ) + ( ) = a f x x b f x x c f x d f x x e f x x f x 0 0

More information

Lecture 8: Solving the Heat, Laplace and Wave equations using finite difference methods

Lecture 8: Solving the Heat, Laplace and Wave equations using finite difference methods Itroductory lecture otes o Partial Differetial Equatios - c Athoy Peirce. Not to be copied, used, or revised without explicit writte permissio from the copyright ower. 1 Lecture 8: Solvig the Heat, Laplace

More information

Unsteady Natural Convective Flow over an Impulsively Started Semi-Infinite Vertical Plate in the Presence of Porous Medium with Chemical Reaction

Unsteady Natural Convective Flow over an Impulsively Started Semi-Infinite Vertical Plate in the Presence of Porous Medium with Chemical Reaction Joural of Applied Fluid Mechaics, Vol. 9, No., pp. 95-0, 06. Available olie at www.jafmolie.et, ISSN 735-357, EISSN 735-3645. Usteady Natural Covective Flow over a Impulsively Started Semi-Ifiite Vertical

More information

Chapter 9: Numerical Differentiation

Chapter 9: Numerical Differentiation 178 Chapter 9: Numerical Differetiatio Numerical Differetiatio Formulatio of equatios for physical problems ofte ivolve derivatives (rate-of-chage quatities, such as velocity ad acceleratio). Numerical

More information

Quantum Annealing for Heisenberg Spin Chains

Quantum Annealing for Heisenberg Spin Chains LA-UR # - Quatum Aealig for Heiseberg Spi Chais G.P. Berma, V.N. Gorshkov,, ad V.I.Tsifriovich Theoretical Divisio, Los Alamos Natioal Laboratory, Los Alamos, NM Istitute of Physics, Natioal Academy of

More information

ANALYSIS OF DAMPING EFFECT ON BEAM VIBRATION

ANALYSIS OF DAMPING EFFECT ON BEAM VIBRATION Molecular ad Quatum Acoustics vol. 7, (6) 79 ANALYSIS OF DAMPING EFFECT ON BEAM VIBRATION Jerzy FILIPIAK 1, Lech SOLARZ, Korad ZUBKO 1 Istitute of Electroic ad Cotrol Systems, Techical Uiversity of Czestochowa,

More information

Chapter 7: The z-transform. Chih-Wei Liu

Chapter 7: The z-transform. Chih-Wei Liu Chapter 7: The -Trasform Chih-Wei Liu Outlie Itroductio The -Trasform Properties of the Regio of Covergece Properties of the -Trasform Iversio of the -Trasform The Trasfer Fuctio Causality ad Stability

More information

An efficient time integration method for extra-large eddy simulations

An efficient time integration method for extra-large eddy simulations A efficiet time itegratio method for extra-large eddy simulatios M.A. Scheibeler Departmet of Mathematics Master s Thesis A efficiet time itegratio method for extra-large eddy simulatios M.A. Scheibeler

More information

Ray Optics Theory and Mode Theory. Dr. Mohammad Faisal Dept. of EEE, BUET

Ray Optics Theory and Mode Theory. Dr. Mohammad Faisal Dept. of EEE, BUET Ray Optics Theory ad Mode Theory Dr. Mohammad Faisal Dept. of, BUT Optical Fiber WG For light to be trasmitted through fiber core, i.e., for total iteral reflectio i medium, > Ray Theory Trasmissio Ray

More information

Analysis of composites with multiple rigid-line reinforcements by the BEM

Analysis of composites with multiple rigid-line reinforcements by the BEM Aalysis of composites with multiple rigid-lie reiforcemets by the BEM Piotr Fedeliski* Departmet of Stregth of Materials ad Computatioal Mechaics, Silesia Uiversity of Techology ul. Koarskiego 18A, 44-100

More information

The axial dispersion model for tubular reactors at steady state can be described by the following equations: dc dz R n cn = 0 (1) (2) 1 d 2 c.

The axial dispersion model for tubular reactors at steady state can be described by the following equations: dc dz R n cn = 0 (1) (2) 1 d 2 c. 5.4 Applicatio of Perturbatio Methods to the Dispersio Model for Tubular Reactors The axial dispersio model for tubular reactors at steady state ca be described by the followig equatios: d c Pe dz z =

More information

Chapter 7 z-transform

Chapter 7 z-transform Chapter 7 -Trasform Itroductio Trasform Uilateral Trasform Properties Uilateral Trasform Iversio of Uilateral Trasform Determiig the Frequecy Respose from Poles ad Zeros Itroductio Role i Discrete-Time

More information

Frequency Response of FIR Filters

Frequency Response of FIR Filters EEL335: Discrete-Time Sigals ad Systems. Itroductio I this set of otes, we itroduce the idea of the frequecy respose of LTI systems, ad focus specifically o the frequecy respose of FIR filters.. Steady-state

More information

TR/46 OCTOBER THE ZEROS OF PARTIAL SUMS OF A MACLAURIN EXPANSION A. TALBOT

TR/46 OCTOBER THE ZEROS OF PARTIAL SUMS OF A MACLAURIN EXPANSION A. TALBOT TR/46 OCTOBER 974 THE ZEROS OF PARTIAL SUMS OF A MACLAURIN EXPANSION by A. TALBOT .. Itroductio. A problem i approximatio theory o which I have recetly worked [] required for its solutio a proof that the

More information

Numerical Solution of the First-Order Hyperbolic Partial Differential Equation with Point-Wise Advance

Numerical Solution of the First-Order Hyperbolic Partial Differential Equation with Point-Wise Advance Iteratioal oural of Sciece ad Research (ISR) ISSN (Olie): 39-74 Ide Copericus Value (3): 4 Impact Factor (3): 4438 Numerical Solutio of the First-Order Hyperbolic Partial Differetial Equatio with Poit-Wise

More information

Similarity between quantum mechanics and thermodynamics: Entropy, temperature, and Carnot cycle

Similarity between quantum mechanics and thermodynamics: Entropy, temperature, and Carnot cycle Similarity betwee quatum mechaics ad thermodyamics: Etropy, temperature, ad Carot cycle Sumiyoshi Abe 1,,3 ad Shiji Okuyama 1 1 Departmet of Physical Egieerig, Mie Uiversity, Mie 514-8507, Japa Istitut

More information

Numerical Method for Blasius Equation on an infinite Interval

Numerical Method for Blasius Equation on an infinite Interval Numerical Method for Blasius Equatio o a ifiite Iterval Alexader I. Zadori Omsk departmet of Sobolev Mathematics Istitute of Siberia Brach of Russia Academy of Scieces, Russia zadori@iitam.omsk.et.ru 1

More information

Salmon: Lectures on partial differential equations. 3. First-order linear equations as the limiting case of second-order equations

Salmon: Lectures on partial differential equations. 3. First-order linear equations as the limiting case of second-order equations 3. First-order liear equatios as the limitig case of secod-order equatios We cosider the advectio-diffusio equatio (1) v = 2 o a bouded domai, with boudary coditios of prescribed. The coefficiets ( ) (2)

More information

New Version of the Rayleigh Schrödinger Perturbation Theory: Examples

New Version of the Rayleigh Schrödinger Perturbation Theory: Examples New Versio of the Rayleigh Schrödiger Perturbatio Theory: Examples MILOŠ KALHOUS, 1 L. SKÁLA, 1 J. ZAMASTIL, 1 J. ČÍŽEK 2 1 Charles Uiversity, Faculty of Mathematics Physics, Ke Karlovu 3, 12116 Prague

More information

Taylor expansion: Show that the TE of f(x)= sin(x) around. sin(x) = x - + 3! 5! L 7 & 8: MHD/ZAH

Taylor expansion: Show that the TE of f(x)= sin(x) around. sin(x) = x - + 3! 5! L 7 & 8: MHD/ZAH Taylor epasio: Let ƒ() be a ifiitely differetiable real fuctio. A ay poit i the eighbourhood of 0, the fuctio ƒ() ca be represeted by a power series of the followig form: X 0 f(a) f() f() ( ) f( ) ( )

More information

3. Z Transform. Recall that the Fourier transform (FT) of a DT signal xn [ ] is ( ) [ ] = In order for the FT to exist in the finite magnitude sense,

3. Z Transform. Recall that the Fourier transform (FT) of a DT signal xn [ ] is ( ) [ ] = In order for the FT to exist in the finite magnitude sense, 3. Z Trasform Referece: Etire Chapter 3 of text. Recall that the Fourier trasform (FT) of a DT sigal x [ ] is ω ( ) [ ] X e = j jω k = xe I order for the FT to exist i the fiite magitude sese, S = x [

More information

METHOD OF FUNDAMENTAL SOLUTIONS FOR HELMHOLTZ EIGENVALUE PROBLEMS IN ELLIPTICAL DOMAINS

METHOD OF FUNDAMENTAL SOLUTIONS FOR HELMHOLTZ EIGENVALUE PROBLEMS IN ELLIPTICAL DOMAINS Please cite this article as: Staisław Kula, Method of fudametal solutios for Helmholtz eigevalue problems i elliptical domais, Scietific Research of the Istitute of Mathematics ad Computer Sciece, 009,

More information

Question 1: The magnetic case

Question 1: The magnetic case September 6, 018 Corell Uiversity, Departmet of Physics PHYS 337, Advace E&M, HW # 4, due: 9/19/018, 11:15 AM Questio 1: The magetic case I class, we skipped over some details, so here you are asked to

More information

U8L1: Sec Equations of Lines in R 2

U8L1: Sec Equations of Lines in R 2 MCVU U8L: Sec. 8.9. Equatios of Lies i R Review of Equatios of a Straight Lie (-D) Cosider the lie passig through A (-,) with slope, as show i the diagram below. I poit slope form, the equatio of the lie

More information

A Block Cipher Using Linear Congruences

A Block Cipher Using Linear Congruences Joural of Computer Sciece 3 (7): 556-560, 2007 ISSN 1549-3636 2007 Sciece Publicatios A Block Cipher Usig Liear Cogrueces 1 V.U.K. Sastry ad 2 V. Jaaki 1 Academic Affairs, Sreeidhi Istitute of Sciece &

More information

L 5 & 6: RelHydro/Basel. f(x)= ( ) f( ) ( ) ( ) ( ) n! 1! 2! 3! If the TE of f(x)= sin(x) around x 0 is: sin(x) = x - 3! 5!

L 5 & 6: RelHydro/Basel. f(x)= ( ) f( ) ( ) ( ) ( ) n! 1! 2! 3! If the TE of f(x)= sin(x) around x 0 is: sin(x) = x - 3! 5! aylor epasio: Let ƒ() be a ifiitely differetiable real fuctio. At ay poit i the eighbourhood of =0, the fuctio ca be represeted as a power series of the followig form: X 0 f(a) f() ƒ() f()= ( ) f( ) (

More information

(c) Write, but do not evaluate, an integral expression for the volume of the solid generated when R is

(c) Write, but do not evaluate, an integral expression for the volume of the solid generated when R is Calculus BC Fial Review Name: Revised 7 EXAM Date: Tuesday, May 9 Remiders:. Put ew batteries i your calculator. Make sure your calculator is i RADIAN mode.. Get a good ight s sleep. Eat breakfast. Brig:

More information

Numerical Methods for Ordinary Differential Equations

Numerical Methods for Ordinary Differential Equations Numerical Methods for Ordiary Differetial Equatios Braislav K. Nikolić Departmet of Physics ad Astroomy, Uiversity of Delaware, U.S.A. PHYS 460/660: Computatioal Methods of Physics http://www.physics.udel.edu/~bikolic/teachig/phys660/phys660.html

More information

Mathematical Methods for Physics and Engineering

Mathematical Methods for Physics and Engineering Mathematical Methods for Physics ad Egieerig Lecture otes Sergei V. Shabaov Departmet of Mathematics, Uiversity of Florida, Gaiesville, FL 326 USA CHAPTER The theory of covergece. Numerical sequeces..

More information

Introduction to Signals and Systems, Part V: Lecture Summary

Introduction to Signals and Systems, Part V: Lecture Summary EEL33: Discrete-Time Sigals ad Systems Itroductio to Sigals ad Systems, Part V: Lecture Summary Itroductio to Sigals ad Systems, Part V: Lecture Summary So far we have oly looked at examples of o-recursive

More information

Complex Analysis Spring 2001 Homework I Solution

Complex Analysis Spring 2001 Homework I Solution Complex Aalysis Sprig 2001 Homework I Solutio 1. Coway, Chapter 1, sectio 3, problem 3. Describe the set of poits satisfyig the equatio z a z + a = 2c, where c > 0 ad a R. To begi, we see from the triagle

More information

Nonequilibrium Excess Carriers in Semiconductors

Nonequilibrium Excess Carriers in Semiconductors Lecture 8 Semicoductor Physics VI Noequilibrium Excess Carriers i Semicoductors Noequilibrium coditios. Excess electros i the coductio bad ad excess holes i the valece bad Ambiolar trasort : Excess electros

More information

Finally, we show how to determine the moments of an impulse response based on the example of the dispersion model.

Finally, we show how to determine the moments of an impulse response based on the example of the dispersion model. 5.3 Determiatio of Momets Fially, we show how to determie the momets of a impulse respose based o the example of the dispersio model. For the dispersio model we have that E θ (θ ) curve is give by eq (4).

More information

CUMULATIVE DAMAGE ESTIMATION USING WAVELET TRANSFORM OF STRUCTURAL RESPONSE

CUMULATIVE DAMAGE ESTIMATION USING WAVELET TRANSFORM OF STRUCTURAL RESPONSE CUMULATIVE DAMAGE ESTIMATION USING WAVELET TRANSFORM OF STRUCTURAL RESPONSE Ryutaro SEGAWA 1, Shizuo YAMAMOTO, Akira SONE 3 Ad Arata MASUDA 4 SUMMARY Durig a strog earthquake, the respose of a structure

More information

Hydrogen (atoms, molecules) in external fields. Static electric and magnetic fields Oscyllating electromagnetic fields

Hydrogen (atoms, molecules) in external fields. Static electric and magnetic fields Oscyllating electromagnetic fields Hydroge (atoms, molecules) i exteral fields Static electric ad magetic fields Oscyllatig electromagetic fields Everythig said up to ow has to be modified more or less strogly if we cosider atoms (ad ios)

More information

Numerical solutions for unsteady flow past a semi-infinite inclined plate with temperature oscillations

Numerical solutions for unsteady flow past a semi-infinite inclined plate with temperature oscillations Joural of Mechaical Sciece ad Techology 3 (009) 1710~1717 Joural of Mechaical Sciece ad Techology www.sprigerlik.com/cotet/1738-494x DOI 10.1007/s106-009-0415-3 Numerical solutios for usteady flow past

More information

6 Integers Modulo n. integer k can be written as k = qn + r, with q,r, 0 r b. So any integer.

6 Integers Modulo n. integer k can be written as k = qn + r, with q,r, 0 r b. So any integer. 6 Itegers Modulo I Example 2.3(e), we have defied the cogruece of two itegers a,b with respect to a modulus. Let us recall that a b (mod ) meas a b. We have proved that cogruece is a equivalece relatio

More information

Discrete Orthogonal Moment Features Using Chebyshev Polynomials

Discrete Orthogonal Moment Features Using Chebyshev Polynomials Discrete Orthogoal Momet Features Usig Chebyshev Polyomials R. Mukuda, 1 S.H.Og ad P.A. Lee 3 1 Faculty of Iformatio Sciece ad Techology, Multimedia Uiversity 75450 Malacca, Malaysia. Istitute of Mathematical

More information

Name: Math 10550, Final Exam: December 15, 2007

Name: Math 10550, Final Exam: December 15, 2007 Math 55, Fial Exam: December 5, 7 Name: Be sure that you have all pages of the test. No calculators are to be used. The exam lasts for two hours. Whe told to begi, remove this aswer sheet ad keep it uder

More information

A NEW CLASS OF 2-STEP RATIONAL MULTISTEP METHODS

A NEW CLASS OF 2-STEP RATIONAL MULTISTEP METHODS Jural Karya Asli Loreka Ahli Matematik Vol. No. (010) page 6-9. Jural Karya Asli Loreka Ahli Matematik A NEW CLASS OF -STEP RATIONAL MULTISTEP METHODS 1 Nazeeruddi Yaacob Teh Yua Yig Norma Alias 1 Departmet

More information

FIR Filter Design: Part I

FIR Filter Design: Part I EEL3: Discrete-Time Sigals ad Systems FIR Filter Desig: Part I. Itroductio FIR Filter Desig: Part I I this set o otes, we cotiue our exploratio o the requecy respose o FIR ilters. First, we cosider some

More information

September 2012 C1 Note. C1 Notes (Edexcel) Copyright - For AS, A2 notes and IGCSE / GCSE worksheets 1

September 2012 C1 Note. C1 Notes (Edexcel) Copyright   - For AS, A2 notes and IGCSE / GCSE worksheets 1 September 0 s (Edecel) Copyright www.pgmaths.co.uk - For AS, A otes ad IGCSE / GCSE worksheets September 0 Copyright www.pgmaths.co.uk - For AS, A otes ad IGCSE / GCSE worksheets September 0 Copyright

More information

Linear Regression Demystified

Linear Regression Demystified Liear Regressio Demystified Liear regressio is a importat subject i statistics. I elemetary statistics courses, formulae related to liear regressio are ofte stated without derivatio. This ote iteds to

More information

Problem Cosider the curve give parametrically as x = si t ad y = + cos t for» t» ß: (a) Describe the path this traverses: Where does it start (whe t =

Problem Cosider the curve give parametrically as x = si t ad y = + cos t for» t» ß: (a) Describe the path this traverses: Where does it start (whe t = Mathematics Summer Wilso Fial Exam August 8, ANSWERS Problem 1 (a) Fid the solutio to y +x y = e x x that satisfies y() = 5 : This is already i the form we used for a first order liear differetial equatio,

More information

x a x a Lecture 2 Series (See Chapter 1 in Boas)

x a x a Lecture 2 Series (See Chapter 1 in Boas) Lecture Series (See Chapter i Boas) A basic ad very powerful (if pedestria, recall we are lazy AD smart) way to solve ay differetial (or itegral) equatio is via a series expasio of the correspodig solutio

More information

Discrete-Time Systems, LTI Systems, and Discrete-Time Convolution

Discrete-Time Systems, LTI Systems, and Discrete-Time Convolution EEL5: Discrete-Time Sigals ad Systems. Itroductio I this set of otes, we begi our mathematical treatmet of discrete-time s. As show i Figure, a discrete-time operates or trasforms some iput sequece x [

More information

(A sequence also can be thought of as the list of function values attained for a function f :ℵ X, where f (n) = x n for n 1.) x 1 x N +k x N +4 x 3

(A sequence also can be thought of as the list of function values attained for a function f :ℵ X, where f (n) = x n for n 1.) x 1 x N +k x N +4 x 3 MATH 337 Sequeces Dr. Neal, WKU Let X be a metric space with distace fuctio d. We shall defie the geeral cocept of sequece ad limit i a metric space, the apply the results i particular to some special

More information

A statistical method to determine sample size to estimate characteristic value of soil parameters

A statistical method to determine sample size to estimate characteristic value of soil parameters A statistical method to determie sample size to estimate characteristic value of soil parameters Y. Hojo, B. Setiawa 2 ad M. Suzuki 3 Abstract Sample size is a importat factor to be cosidered i determiig

More information

ECE-S352 Introduction to Digital Signal Processing Lecture 3A Direct Solution of Difference Equations

ECE-S352 Introduction to Digital Signal Processing Lecture 3A Direct Solution of Difference Equations ECE-S352 Itroductio to Digital Sigal Processig Lecture 3A Direct Solutio of Differece Equatios Discrete Time Systems Described by Differece Equatios Uit impulse (sample) respose h() of a DT system allows

More information

Finite Difference Approximation for Transport Equation with Shifts Arising in Neuronal Variability

Finite Difference Approximation for Transport Equation with Shifts Arising in Neuronal Variability Iteratioal Joural of Sciece ad Research (IJSR) ISSN (Olie): 39-764 Ide Copericus Value (3): 64 Impact Factor (3): 4438 Fiite Differece Approimatio for Trasport Equatio with Shifts Arisig i Neuroal Variability

More information

NICK DUFRESNE. 1 1 p(x). To determine some formulas for the generating function of the Schröder numbers, r(x) = a(x) =

NICK DUFRESNE. 1 1 p(x). To determine some formulas for the generating function of the Schröder numbers, r(x) = a(x) = AN INTRODUCTION TO SCHRÖDER AND UNKNOWN NUMBERS NICK DUFRESNE Abstract. I this article we will itroduce two types of lattice paths, Schröder paths ad Ukow paths. We will examie differet properties of each,

More information

A Lattice Green Function Introduction. Abstract

A Lattice Green Function Introduction. Abstract August 5, 25 A Lattice Gree Fuctio Itroductio Stefa Hollos Exstrom Laboratories LLC, 662 Nelso Park Dr, Logmot, Colorado 853, USA Abstract We preset a itroductio to lattice Gree fuctios. Electroic address:

More information

ENGI 9420 Engineering Analysis Assignment 3 Solutions

ENGI 9420 Engineering Analysis Assignment 3 Solutions ENGI 9 Egieerig Aalysis Assigmet Solutios Fall [Series solutio of ODEs, matri algebra; umerical methods; Chapters, ad ]. Fid a power series solutio about =, as far as the term i 7, to the ordiary differetial

More information

Some properties of Boubaker polynomials and applications

Some properties of Boubaker polynomials and applications Some properties of Boubaker polyomials ad applicatios Gradimir V. Milovaović ad Duša Joksimović Citatio: AIP Cof. Proc. 179, 1050 (2012); doi: 10.1063/1.756326 View olie: http://dx.doi.org/10.1063/1.756326

More information

Introduction to Astrophysics Tutorial 2: Polytropic Models

Introduction to Astrophysics Tutorial 2: Polytropic Models Itroductio to Astrophysics Tutorial : Polytropic Models Iair Arcavi 1 Summary of the Equatios of Stellar Structure We have arrived at a set of dieretial equatios which ca be used to describe the structure

More information

The Advection-Diffusion equation!

The Advection-Diffusion equation! ttp://www.d.edu/~gtryggva/cf-course/! Te Advectio-iffusio equatio! Grétar Tryggvaso! Sprig 3! Navier-Stokes equatios! Summary! u t + u u x + v u y = P ρ x + µ u + u ρ y Hyperbolic part! u x + v y = Elliptic

More information

Chapter 4 : Laplace Transform

Chapter 4 : Laplace Transform 4. Itroductio Laplace trasform is a alterative to solve the differetial equatio by the complex frequecy domai ( s = σ + jω), istead of the usual time domai. The DE ca be easily trasformed ito a algebraic

More information

17 Phonons and conduction electrons in solids (Hiroshi Matsuoka)

17 Phonons and conduction electrons in solids (Hiroshi Matsuoka) 7 Phoos ad coductio electros i solids Hiroshi Matsuoa I this chapter we will discuss a miimal microscopic model for phoos i a solid ad a miimal microscopic model for coductio electros i a simple metal.

More information

Numerical Methods in Fourier Series Applications

Numerical Methods in Fourier Series Applications Numerical Methods i Fourier Series Applicatios Recall that the basic relatios i usig the Trigoometric Fourier Series represetatio were give by f ( x) a o ( a x cos b x si ) () where the Fourier coefficiets

More information

2.004 Dynamics and Control II Spring 2008

2.004 Dynamics and Control II Spring 2008 MIT OpeCourseWare http://ocw.mit.edu 2.004 Dyamics ad Cotrol II Sprig 2008 For iformatio about citig these materials or our Terms of Use, visit: http://ocw.mit.edu/terms. Massachusetts Istitute of Techology

More information

Advanced Analysis. Min Yan Department of Mathematics Hong Kong University of Science and Technology

Advanced Analysis. Min Yan Department of Mathematics Hong Kong University of Science and Technology Advaced Aalysis Mi Ya Departmet of Mathematics Hog Kog Uiversity of Sciece ad Techology September 3, 009 Cotets Limit ad Cotiuity 7 Limit of Sequece 8 Defiitio 8 Property 3 3 Ifiity ad Ifiitesimal 8 4

More information

Topic 9: Sampling Distributions of Estimators

Topic 9: Sampling Distributions of Estimators Topic 9: Samplig Distributios of Estimators Course 003, 2016 Page 0 Samplig distributios of estimators Sice our estimators are statistics (particular fuctios of radom variables), their distributio ca be

More information

Kinetics of Complex Reactions

Kinetics of Complex Reactions Kietics of Complex Reactios by Flick Colema Departmet of Chemistry Wellesley College Wellesley MA 28 wcolema@wellesley.edu Copyright Flick Colema 996. All rights reserved. You are welcome to use this documet

More information

Olli Simula T / Chapter 1 3. Olli Simula T / Chapter 1 5

Olli Simula T / Chapter 1 3. Olli Simula T / Chapter 1 5 Sigals ad Systems Sigals ad Systems Sigals are variables that carry iformatio Systemstake sigals as iputs ad produce sigals as outputs The course deals with the passage of sigals through systems T-6.4

More information

Principle Of Superposition

Principle Of Superposition ecture 5: PREIMINRY CONCEP O RUCUR NYI Priciple Of uperpositio Mathematically, the priciple of superpositio is stated as ( a ) G( a ) G( ) G a a or for a liear structural system, the respose at a give

More information

CHAPTER 10 INFINITE SEQUENCES AND SERIES

CHAPTER 10 INFINITE SEQUENCES AND SERIES CHAPTER 10 INFINITE SEQUENCES AND SERIES 10.1 Sequeces 10.2 Ifiite Series 10.3 The Itegral Tests 10.4 Compariso Tests 10.5 The Ratio ad Root Tests 10.6 Alteratig Series: Absolute ad Coditioal Covergece

More information

A) is empty. B) is a finite set. C) can be a countably infinite set. D) can be an uncountable set.

A) is empty. B) is a finite set. C) can be a countably infinite set. D) can be an uncountable set. M.A./M.Sc. (Mathematics) Etrace Examiatio 016-17 Max Time: hours Max Marks: 150 Istructios: There are 50 questios. Every questio has four choices of which exactly oe is correct. For correct aswer, 3 marks

More information

THE KALMAN FILTER RAUL ROJAS

THE KALMAN FILTER RAUL ROJAS THE KALMAN FILTER RAUL ROJAS Abstract. This paper provides a getle itroductio to the Kalma filter, a umerical method that ca be used for sesor fusio or for calculatio of trajectories. First, we cosider

More information

Balancing. Rotating Components Examples of rotating components in a mechanism or a machine. (a)

Balancing. Rotating Components Examples of rotating components in a mechanism or a machine. (a) alacig NOT COMPLETE Rotatig Compoets Examples of rotatig compoets i a mechaism or a machie. Figure 1: Examples of rotatig compoets: camshaft; crakshaft Sigle-Plae (Static) alace Cosider a rotatig shaft

More information

Stopping oscillations of a simple harmonic oscillator using an impulse force

Stopping oscillations of a simple harmonic oscillator using an impulse force It. J. Adv. Appl. Math. ad Mech. 5() (207) 6 (ISSN: 2347-2529) IJAAMM Joural homepage: www.ijaamm.com Iteratioal Joural of Advaces i Applied Mathematics ad Mechaics Stoppig oscillatios of a simple harmoic

More information

Mechatronics. Time Response & Frequency Response 2 nd -Order Dynamic System 2-Pole, Low-Pass, Active Filter

Mechatronics. Time Response & Frequency Response 2 nd -Order Dynamic System 2-Pole, Low-Pass, Active Filter Time Respose & Frequecy Respose d -Order Dyamic System -Pole, Low-Pass, Active Filter R 4 R 7 C 5 e i R 1 C R 3 - + R 6 - + e out Assigmet: Perform a Complete Dyamic System Ivestigatio of the Two-Pole,

More information

(s)h(s) = K( s + 8 ) = 5 and one finite zero is located at z 1

(s)h(s) = K( s + 8 ) = 5 and one finite zero is located at z 1 ROOT LOCUS TECHNIQUE 93 should be desiged differetly to eet differet specificatios depedig o its area of applicatio. We have observed i Sectio 6.4 of Chapter 6, how the variatio of a sigle paraeter like

More information

Chapter 2 Feedback Control Theory Continued

Chapter 2 Feedback Control Theory Continued Chapter Feedback Cotrol Theor Cotiued. Itroductio I the previous chapter, the respose characteristic of simple first ad secod order trasfer fuctios were studied. It was show that first order trasfer fuctio,

More information

TEACHER CERTIFICATION STUDY GUIDE

TEACHER CERTIFICATION STUDY GUIDE COMPETENCY 1. ALGEBRA SKILL 1.1 1.1a. ALGEBRAIC STRUCTURES Kow why the real ad complex umbers are each a field, ad that particular rigs are ot fields (e.g., itegers, polyomial rigs, matrix rigs) Algebra

More information

Probability, Expectation Value and Uncertainty

Probability, Expectation Value and Uncertainty Chapter 1 Probability, Expectatio Value ad Ucertaity We have see that the physically observable properties of a quatum system are represeted by Hermitea operators (also referred to as observables ) such

More information

DEPARTMENT OF ACTUARIAL STUDIES RESEARCH PAPER SERIES

DEPARTMENT OF ACTUARIAL STUDIES RESEARCH PAPER SERIES DEPARTMENT OF ACTUARIAL STUDIES RESEARCH PAPER SERIES Icreasig ad Decreasig Auities ad Time Reversal by Jim Farmer Jim.Farmer@mq.edu.au Research Paper No. 2000/02 November 2000 Divisio of Ecoomic ad Fiacial

More information

Steady symmetrical temperature field in a hollow spherical particle with temperature-dependent thermal conductivity

Steady symmetrical temperature field in a hollow spherical particle with temperature-dependent thermal conductivity Arch. Mech., 64, 4, pp. 45 422, Warszawa 212 Steady symmetrical temperature field i a hollow spherical particle with temperature-depedet thermal coductivity A. MOOSAIE Departmet of Mechaical Egieerig Yasouj

More information

FREE VIBRATION RESPONSE OF A SYSTEM WITH COULOMB DAMPING

FREE VIBRATION RESPONSE OF A SYSTEM WITH COULOMB DAMPING Mechaical Vibratios FREE VIBRATION RESPONSE OF A SYSTEM WITH COULOMB DAMPING A commo dampig mechaism occurrig i machies is caused by slidig frictio or dry frictio ad is called Coulomb dampig. Coulomb dampig

More information