The effect of variable viscosity on the flow and heat transfer of a viscous Agwater and Cu-water nanofluids *

Size: px
Start display at page:

Download "The effect of variable viscosity on the flow and heat transfer of a viscous Agwater and Cu-water nanofluids *"

Transcription

1 1 2013,25(1):1-9 DOI: /S (13) The eect o vaiable viscosity on the low and heat tanse o a viscous Agwate and Cu-wate nanoluids * VAJRAVELU Kuppalapalle Depatment o Mathematics, Univesity o Cental Floida, Olando, Floida 32816, USA, kuppalapalle.vajavelu@uc.edu PRASAD Keehalli Vinayaka Depatment o Mathematics, VSK Univesity, Vinavaka Naga, Bellay, Kanataka, India NG Chiu-On Depatment o Mechanical Engineeing, The Univesity o Hong Kong, Hong Kong, China (Received May 15, 2012, Revised August 30, 2012) Abstact: A numeical study is caied out to study the eects o the tempeatue dependent viscosity on the low and heat tanse o a nanoluid ove a lat suace in the pesence o viscous dissipation. The govening nonlinea patial dieential equations ae tansomed into nonlinea odinay dieential equations, and ae solved numeically by the Kelle-box method. The numeical esults indicate that the eect o nanopaticle volume action is to incease the heat tanse and hence enhance the themal bounday laye thickness. This is tue even in the pesence o vaiable viscosity and the viscous dissipation. Futhemoe, the esults obtained o heat tanse chaacteistics with nanopaticles eveal many inteesting behavios that waant uthe study on the eects o the nano-solid-paticles. Key wods: nanoluid paticles, vaiable viscosity, bounday layes, viscous dissipation, Kelle-box method Intoduction In ecent yeas a geat deal o inteest has been geneated to study the convective heat tanse o nanoluids due to its inceasing impotance in nanotechnological industies. Examples o these convectional heat tanse nanoluids include oil, wate, and ethylene glycol mixtue. These luids exhibit poo heat tanse ates because the themal conductivity o these luids play a pominent ole in calculating the coeicient o heat tanse between the heat tanse medium and the heat tanse suace. Seveal methods have been poposed to impove the themal conductivity o these luids by suspending nano/mico lage sized paticle mixtues in liquids. An innovative * Poject suppoted by the Reseach Gants Council o the Hong Kong Special Administative Region, China (Gant No. HKU E). Biogaphy: VAJRAVELU Kuppalapalle (1949-), Male, Ph. D., Poesso Coesponding autho: NG Chiu-On, cong@hku.hk technique to impove the heat tanse ate is by using nano-size paticles in the base luids. Nano technology has been widely used since the mateial with size o nanometes possesses unique physical and chemical popeties. Nano sized paticle luids ae called nanoluids, and is ist initiated by Choi [1]. In his pape, Choi [1] showed that the addition o small amount o nanopaticles to convectional heat tanse luids would enhance the themal conductivity o the luids by appoximately two times. Ate the wok o Choi [1], nano technology wok is consideed by many eseaches to be one o the signiicant oces that would dive the next majo industial evolution o this centuy. It epesents the most elevant technological cutting edge cuently being exploed. It aims at manipulating the stuctue o matte at molecula level with goal o innovation in vitually evey industy and public endeavo including biological sciences, physical sciences, electonics cooling, tanspotation, the envionment and national secuity. Some numeical and expeimental studies on nanoluids include themal conductivity behavio [2] and convective heat tanse [3-13]. A compehensive suvey o convective

2 2 tanspot in nanoluids was made by Kakaç and Pamuanjaoenkij [13]. The numeical study o nanopaticle deposition in a ully developed lamina low unde dieent conditions was pesented by Sun et al. [14] and via moment method by Liu et al. [15]. Recently, Wang and Lin [16] showed that the cuves o paticle size distibution move towad the aeas with lage paticle diametes, the cuve peak becomes lowe and the ange that paticle diametes cove becomes wide as time elapses. Nield and Kuznetsov [17] have studied the poblem o natual convection past a vetical plate, in a poous medium satuated by a nanoluid. In all the above studies, the physical popeties o the nanoluids wee assumed to be constant. Howeve, it is well known that these physical popeties o the nanoluids may change with tempeatue. Fo heat tanse in luids, heat geneated by intenal iction and the coesponding ise in the tempeatue aects the viscosity o the luid, so that the luid viscosity no longe be assumed constant. Mukhopadhyay and Layek [18] analyzed the eect o themal adiation and vaiable luid viscosity on ee convective and heat tanse past a poous stetching suace. An incease in tempeatue leads to an incease in the tanspot phenomena. Theeoe, to pedict the low and heat tanse ates in the nanoluids, it is necessay to conside the eects o the tempeatue-dependent viscosity o the base luid. Available liteatue on the vaiable luid popeties and nanoluids [19-21] shows that the wok is not caied out o nanoluid low ove a lat suace. Hence, we conside the eect o vaiable luid viscosity on the viscous Ag-wate and Cu-wate nanoluids ove a semi-ininite impemeable lat suace in the pesence o viscous dissipation: Tempeatue-dependent viscosity, nanopaticle-size volume action and viscous dissipation yield a non-linea coupled system o patial dieential equations. The coupled non-linea patial dieential equations govening the poblem ae educed to a system o coupled non-linea odinay dieential equations. The esulting bounday value poblem is then conveted into a system o ive simultaneous equations o ist ode with ive unknowns. The system o equations is then solved by a second ode implicit inite dieence scheme known as the Kelle-box method. Numeical computation has been caied out o tempeatue and the velocity poiles, Nusselt numbe and skin iction coeicient o the case when the walls ae maintained with Constant Suace Tempeatue (CST). Attempts have been made to investigate the eects o the vaiable viscosity, the nanopaticle-size volume action, the Ecket numbe with ixed Pandtl numbe (o wate) on the convectional low behavio and the heat tanse pocess. The outline o this wok is highlighted on studying the nanopaticle-size volume action behavio which deceases the bounday laye thickness in the pesence o vaiable viscosity paamete and the viscous dissipation. Fig.1 Physical model and coodinate system 1. Flow analysis Conside a steady, lamina, two-dimensional bounday-laye low with heat tanse o a nanoluid ove a semi-ininite, impemeable lat suace as shown in Fig.1. The low takes place in the positive xy-plane with the suace being at the plane y = 0 and is maintained at a constant tempeatue T w. The woking luid is wate-based nanoluid containing dieent type o nano-solid-paticles (namely coppe Cu, o silve Ag). The nanoluid is a two component mixtue with the ollowing assumptions: (1) incompessible low, (2) no-chemical eaction, (3) negligible intenal heat geneation/absoption, and (4) negligible adiative heat tanse. The themo-physical popeties o the luid with nanopaticles ae given in Table 1. The themo-physical popeties o the ambient luids ae assumed to be constant except o the base luid viscosity which is assumed to be as an invese unction o the tempeatue. Unde these assumptions with the usual bounday laye appoximation, the govening equations o the consevation o mass, momentum and the enegy o the poblem unde consideation (in the pesence o vaiable luid viscosity and viscous dissipation) can be witten as u v + =0 x y u u 1 u u + v = n x y ρn y y 2 2 T T T n u u + v = α n + 2 x y y ( ρcp ) n y The appopiate bounday conditions ae (1) (2) (3)

3 3 Table 1 Numeical esults o wall-tempeatue gadient o dieent values o the physical paametes Themo physical popeties [7] Base luid+ nanosolid paticles Wate with coppe solid paticles Base luid+ nanosolid paticles Wate with silve solid paticles C p (J/kg K) C p (J/kg K) ρ (kg/m 3 ) ρ (kg/m 3 ) k (w/m K) k (w/m K) α (10 7 m 2 /s) α (10 7 m 2 /s) θ Ec =0 Ec = 0.25 Ec = 0.5 Ec =0 Ec = 0.25 Ec = u( x, 0) = 0, v( x, 0) = 0, T( x, 0) = T w u( x, y), T( x, y) as y (4) U whee u and v ae the luid velocity components in the steamwise diection o x and the cosssteamwise diection, espectively. Hee T is the tempeatue o the luid, U and T ae the ee steam velocity and the tempeatue o the luid a T away om the suace. The eective density o the nanoluid is given as ( ρ) = (1 ) ρ + ρ (5) n s whee is the solid volume action o nanopaticles. The eective dynamic viscosity o the nanoluid given by Binkman [22] is

4 4 n = (1 ) 2.5 (6) nanoluid, which o spheical nano-paticles, accoding to Maxwell [23], is Hee is the coeicient o viscosity which is consideed to vay as an invese unction o tempeatue [19] as ollows 1 1 = [1 + δ ( T T )] i.e., whee δ a =, T = T 1 δ 1 = at ( T ) (7) The viscosity o a luid usually deceases with an incease in the tempeatue. To uthe demonstate the appopiateness o Eq.(7) coelations between the viscosity and tempeatue o ai and wate ae given below because these two ae the most commonly used woking luids in engineeing: Fo ai K n = K Ks +2K 2 ( K Ks) Ks +2 K + ( K Ks) (10) Hee suixes n, and s epesent espectively the themo-physical popeties o the nano-luids, base luid and the nano-solid-paticles. 2. Similaity tansomation and the two-point bounday value poblem The speciic oms o the velocity and the constant suace tempeatue ae chosen to allow the coupled non-linea patial dieential Eqs.(1)-(3) to be conveted into a set coupled, non-linea odinay dieential equations by the similaity tansomation (see Chamkha and Issa [24] ) U η = 2 γ x 1/2, 1/2, ψ = (2 γ U x) ( η) 1 = 123.2( T 742.6) based on T o = 293 K(20 C) ψ u = y, v = ψ, θη ( )= x T T T T w (11) and o wate 1 = 29.83( T 258.6) based on T o = 288 K(15 C) The eeence tempeatues thus selected o the coelations ae vey pactical in most applications. Hee both a and T ae constants, and thei values depend on the eeence state and the themal popety o the luid, i.e., δ (a constant) in geneal, a > 0 coesponds to liquid and a < 0 o gases. T is the tempeatue, T and ae the constant values o the tempeatue and the coeicient o viscosity espectively, a away om the sheet. Themal diusivity o the nanoluid is whee η is the similaity vaiable, and θ ae the dimensionless velocity and tempeatue, espectively. The velocity components u and v in Eq.(11) automatically satisy the continuity Eq.(1). In tems o ( η ) and θη ( ), the momentum Eq.(2) and the enegy Eq.(3) can be witten as θ + = θ 2 1 θ θ θ 1 θ 2.5 ρ s (1 ) 1 + ρ (12) α n Kn = ( ρc ) p n (8) K ( C ) p s θ + P 1 + θ + Kn ( Cp ) whee, the heat capacitance o the nanoluid is given as ( ρc ) =(1 )( ρc ) + ( ρc ) (9) p n p p s K Ec 2 P ( ) =0 Kn 2.5 θ (1 ) 1 θ (13) In Eq.(8), K n is the themal conductivity o the The coesponding bounday conditions ae

5 5 ( η )=0 at η =0 (14a) ( η)=0 at η =0 (14b) θη ( )=1 at η =0 (14c) ( η) 1, θη ( ) 0 as η (14d) The dimensionless paametes in Eqs.(12)-(13) ae θ = 1/[ δ ( Tw T )] the luid viscosity paamete, P = ν / α the Pandtl numbe and 2 = / Ec U [( T T ) c ] the Ecket numbe. The value o θ w p is detemined by the viscosity o the luid unde consideation and the opeating tempeatue dieence. I θ is lage, in othe wods, i ( Tw T ) is small, the eects o vaiable viscosity on the low can be neglected. On the othe hand, o smalle values o θ, eithe the luid viscosity changes makedly with tempeatue o the opeating tempeatue dieence is high. In eithe case, the vaiable luid viscosity eect is expected to become vey impotant. Also beaing in mind that the liquid viscosity vaies dieently with tempeatue than that o gas, it is impotant to note that θ is negative o liquids and positive o gases. It is woth mentioning hee that in the absence o nano-paticles =0 and θ as δ 0. In this case, Eqs.(12), (13) educe to those o Chamkha and Issa [24]. Fo pactical puposes, the unctions ( η ) and θη ( ) allow us to detemine the skin iction coeicient C u = = ρ n 2 uw y y= /2 1 ( ) (0) 2.5 Rex (1 ) θ and the Nusselt numbe Nu x xkn T = = k ( T T ) y w y=0 (15) k 1/2 n ( Rex ) θ (0) (16) k Hee Rex = uwx / ν is the local Reynolds numbe. 3. Numeical solution method Bounday laye nanoluid low and heat tanse o a lat suace with Cu-wate and Ag-wate nanopaticles unde the inluence o vaiable luid viscosity and the viscous dissipation is consideed o investigation. The solutions o the bounday value poblem ae obtained numeically by a second ode implicit inite dieence scheme known as the Kelle-box method [25-28]. The numeical solutions ae obtained in ou steps ae as ollows: (1) educing Eqs.(12), (13) to a system o ist-ode equations, (2) witing the dieence equations using cental dieences, (3) lineaizing the algebaic equations by Newton s method, and wite them in matix-vecto om, and (4) solving the linea system by the block ti-diagonal elimination technique. Fo numeical calculations, a uniom step size o η = 0.01 is ound to be satisactoy and the solutions ae obtained with an eo toleance o 10 6 in all the cases. We need to be vey caeul in choosing the values o these paametes. It is also impeative that the computational time o each set o input paametic values should be shot. One souce o the eo is inevitable due to the unbounded physical domain, wheeas the computational domain has to be inite. The step size η and the position o the edge o the bounday laye η ae to be adjusted o dieent values o the paametes to maintain the accuacy. We an ou bulk computations with the value o η = 10 which is suicient to achieve the a ield bounday conditions asymptotically o all values o the paametes consideed hee. Fo bevity, the details o the solution pocedue ae not pesented hee. Since the bounday laye low and heat tanse o the nanoluid ae aected by the vaiable viscosity paamete and the nanoluid paticle volume action paamete, the main ocus o the pesent study is to bing out the eects o these paametes though the numeical solutions. It is woth mentioning that we have used the data pesented in Table 1 o the themophysical popeties o the luid and nanopaticles. Fo all calculations, pue wate is consideed as the base luid (with P = ) 4. Results and discussion Numeical computations ae being caied out to obtain the low and heat tanse chaacteistics with nano-paticles. The pesent study involves thee moe paametes in addition to the usual Pandtl numbe: namely, the luid viscosity paamete, the Ecket numbe and the nanopaticle volume action paamete. In ode to discuss the eects o dieent physical paametes on the nanoluid low and heat tanse chaacteistics with Ag-wate and Cu-wate nanopaticles, the numeical esults ae epesented in Figs.2-9 and in Table 1. Hee in the pesent pape we have consideed two dieent types o nanopaticle volume a-

6 6 ction namely, Cu-wate and Ag-wate nano-paticles. o the cuves with the nanopaticle volume action paamete eveals that the eect o non-zeo values o the nanopaticle volume action paamete is to decease the bounday laye thickness and to incease the skin iction as shown in Fig.3. The numeical esults o the tempeatue poile θη ( ) ae depicted in Figs.4-7 o dieent values o the govening paametes. The geneal tend obseved om these igues is that the tempeatue distibution is unity at the wall, and with the change in physical paametes it tends asymptotically to zeo in the ee steam egion. Fig.2 Velocity poiles o dieent values o o wate and coppe Fig.4 Tempeatue poiles o dieent values o o wate and coppe Fig.3 Velocity poiles o dieent values o wate and coppe θ and o Figue 2 shows the eect o nanopaticle volume action paamete on the velocity poile in the bounday laye. It is obseved that the velocity poile is zeo at the wall, inceases and tends to unity as the distance inceases om the bounday. The eect o inceasing values o the nanopaticle volume action paamete is to decease the velocity poile. This is due to the act that the pesence o nanopaticle volume action leads to uthe thinning o the bounday laye. This is even tue o the negative values o the vaiable viscosity paamete (see Fig.3). The eect o inceasing values o luid viscosity paamete θ is to decease the momentum bounday laye thickness. It is clealy seen that as θ 0 the bounday laye thickness deceases and the velocity distibution becomes linea o lage values o the Pandtl numbe. This is due to the act that o a given luid, when δ is ixed, smalle θ implies highe tempeatue dieence between the wall and the ambient luid. The esults pesented in this pape demonstate quite clealy that θ, which is an indicato o the vaiation o luid viscosity with tempeatue, has a stong eect on the velocity poile η ( η ) within the bounday laye and hence on the skin iction chaacteistics. Compaison Fig.5 Tempeatue poiles o dieent values o and o wate and coppe Figue 4 depicts the tempeatue poiles o dieent values o the nanopaticle volume action paamete. Analysis o the gaph shows that the eect o the inceasing values o the nanopaticle volume action paamete is to enhance the tempeatue and tends asymptotically to zeo as the distance inceases om the bounday. Also the themal bounday laye o nano-solid-paticles, namely Cuwate, is geate than that o pue wate. This is because nano-solid-paticles volume action paamete (o Cu) has high themal conductivity, so the thickness o the themal bounday laye inceases. This obsevation can also be noticed o inceasing values o θ

7 7 the luid viscosity paamete θ (see Fig. 5). shows that o dieent values o, (0) is positive which means that the suace has inluence on the luid. Also, as and θ incease, the local skin iction inceases. Futhemoe, it is obseved om Fig.9 that o a paticula value o θ the local Nusselt numbe inceases as incease om 0% to 20%. This obsevation is even tue with anothe nanoluid, namely wate with silve nanopaticles. Fig.6 Tempeatue poiles o dieent values o and Ec o wate and coppe Fig.8 Vaiation o Skin iction o dieent values o θ with the themo-physical popeties deined in Table 1 when Ec =0 Fig.7 Tempeatue poiles o dieent values o and Ec o wate and coppe Fom the gaphical epesentation we see that the eect o inceasing values o the luid viscosity paamete θ is to enhance the tempeatue. This is due to the act that an incease in the luid viscosity paamete θ inceases the themal bounday laye thick ness, which esults in incease in the tempeatue. The non-dimensional tempeatue poiles with the space vaiable η o dieent values o the Ecket numbe Ec and nanopaticle volume action paamete ae pesented in Fig.6. Fom this igue we notice that the eect o an incease in the Ecket numbe Ec is to incease the tempeatue distibution θη ( ). This is in conomity with the act that the enegy is stoed in the luid egion as a consequence o dissipation due to viscosity and elastic deomation. Futhe it is obseved om Fig.5 that the values o the tempeatue ae always less in the absence o nano paticle volume action than in its pesence. This tend continues even in the pesence o luid viscosity paamete (see Fig.7). Numeical esults o the local skin iction coeicient in tems o (0) and the local Nusselt numbe in tems o θ (0) with changes in ϕ and θ ae shown in Figs.8 and 9 espectively. Figue 8 Fig.9 Vaiation o wall tempeatue gadient o dieent values o θ with the themo-physical popeties dei ned in Table 1 when Ec =0 The impact o all the physical paametes on θ (0), which signiies the wall tempeatue gadient, is ecoded in Table 1. Fom Table 1 it is inteesting to note that the eect o inceasing values o the nanopaticle volume action paamete is to incease the wall tempeatue gadient. Quite opposite is the phenomenon with the luid viscosity paamete. The eect o Ecket numbe is to incease the wall tempeatue gadient. Also, the simila eect is obseved with anothe viscous nanoluid, namely the Ag-wate paticles. 5. Concluding emak In this pape, the eect o vaiable viscosity paamete on the low and heat tanse o a nanoluid ove

8 8 a lat suace has been analyzed numeically. In paticula, we ocus on Ag-wate and Cu-wate nanoluids and investigate the eects o the nanopaticle volume action on the low and heat tanse chaacteistics unde the inluence o vaiable luid popety in the pesence o viscous dissipation. The luid viscosity is assumed to vay as an invese unction o tempeatue. The govening equations ae tansomed into a system o coupled non-linea odinay dieential equations, and the esulting system is solved numeically by a inite dieence scheme (known as the Kelle-box method). A paametic study is peomed to exploe the eects o the govening paametes (the vaiable viscosity paamete, the nanoluid paticle volume action paamete, the Ecket numbe and the Pandtl numbe) on the low and heat tanse chaacteistics. Numeical esults ae pesented though a table and gaphs. The esults obtained o the low and heat tanse chaacteistics eveal many inteesting behavios that waant uthe study o nanoluids. Acknowledgment We thank the anonymous eeee o the helpul comments, which have geatly impoved the quality o the manuscipt. Reeences [1] CHOI S. U. S., ZHANG Z. G. and YU W. et al. Anomalously themal conductivity enhancement in nanotube suspensions[j]. Applied Physics Lettes, 2001, 79(14): [2] KANG H. U., KIM S. H. and OH J. M. Estimation o themal conductivity o nanoluid using expeimental eective paticle volume[j]. Expeimental Heat Tanse, 2006, 19(3): [3] MAIGA S. E. B., PALM S. J. and NGUYEN C. T. et al. Heat tanse enhancement by using nanoluids in oced convection low[j]. Intenational Jounal o Heat Fluid Flow, 2005, 26(4): [4] TIWARI R. K., DAS M. K. Heat tanse augmentation in a two-sided lid-diven dieentially heated squae cavity utilizing nanoluids[j]. Intenational Jounal o Heat Mass Tanse, 2007, 50(9-10): [5] TZOU D. Y. Themal instability o nanoluids in natual convection[j]. Intenational Jounal o Heat Mass Tanse, 2008, 51(11-12): [6] ABU-NADA E. Application o nanoluids o heat tanse enhancement o sepaated lows encounteed in a backwad acing step[j]. Intenational Jounal o Heat and Fluid Flow, 2008, 29(1): [7] OZTOP H. F., ABU-NADA E. Numeical study o natual convection in patially heated ectangula enclosues illed with nanoluids[j]. Intenational Jounal o Heat and Fluid Flow, 2008, 29(5): [8] KUZNETSOV A. V., NIELD D. A. Natual convective bounday-laye low o a nanoluid past a vetical plate[j]. Intenational Jounal o Themal Sciences, 2010, 49(2): [9] AMINOSSADATI S. M., GHASEMI B. Natual conve- ction cooling o a localised heat souce at the bottom o a nanoluid-illed enclosue[j]. Euopean Jounal o Mechanics B/Fluids, 2009, 28(5): [10] KHANAFER K., VAFAI K. and LIGHTSTONE M. Buoyancy-diven heat tanse enhancement in a twodimensional enclosue utilizing nanoluids[j]. Intenational Jounal o Heat Mass Tanse, 2003, 46(19): [11] BUONGIORNO J., HU W. Nanoluid coolants o advanced nuclea powe plants[c]. Intenational Congess on Advances in Nuclea Powe Plants. Seoul, Koea, Pape 5705, [12] KHAN W. A., Pop I. Bounday-laye low o a nanoluid past a stetching sheet[j]. Intenational Jounal o Heat Mass Tanse, 2010, 53(11-12): [13] KAKAÇ S., PRAMUANJAROENKIJ A. Review o convective heat tanse enhancement with nanoluids[j]. Intenational Jounal o Heat Mass Tanse, 2009, 52(13-14): [14] SUN Lei, LIN Jian-zhong and BAO Fu-bing. Numeical simulation on the deposition o nanopaticles unde lamina conditions[j]. Jounal o Hydodynamics, Se. B, 2006, 18(6): [15] LIU Song, Lin JIAN-zhong. Numeical simulation o nanopaticle coagulation in a Poiseuille low via a moment method[j]. Jounal o Hydodynamics, 2008, 20(1): 1-9. [16] WANG Yu-ming, LIN Jian-zhong. Evolution o numbe concentation o nano-paticles undegoing Bownian coagulation in the tansition egime[j]. Jounal o Hydodynamics, 2011, 23(4): [17] NIELD D. A., KUZNETSOV A. V. The Cheng- Minkowycz poblem o natual convective bounday laye low in a poous medium satuated by a nanoluid[j]. Intenational Jounal o Heat Mass Tanse, 2009, 52(25-26): [18] MUKHOPADHYAY S., LAYEK G. C. Eect o themal adiation and vaiable luid viscosity on ee convective and heat tanse past a poous stetching suace[j]. Intenational Jounal o Heat Mass Tanse, 2008, 51(9-10): [19] PRASAD K. V., VAJRAVELU K. and DATTI P. S. The eects o vaiable luid popeties on the hydomagnetic low and heat tanse ove a non-linealy stetching sheet[j]. Intenational Jounal o Themal Sciences, 2010, 49(3): [20] SEEDBEEK M. A. Finite element method o the eects o chemical eaction, vaiable viscosity, themophoesis and heat geneation / absoption on a bounday laye hydo magnetic low with heat and mass tanse ove a heat suace[j]. Acta Mechanic, 2005, 177(1-4): [21] ALI M. E. The eect o vaiable viscosity on mixed convection heat tanse along a vetical moving suace[j]. Intenational Jounal o Themal Sciences, 2006, 45(1): [22] BRINKMAN H. C. The viscosity o concentated suspensions and solution[j]. Jounal o Chemical Physics, 1952, 20(4): 571. [23] MAXWELL J. A teatise on electicity and magnetism[m]. Second Edition, Cambidge, UK: Oxod Univesity Pess, [24] CHAMKHA A. J., ISSA C. Eects o heat geneation/ absoption and themophoesis on hydomagnetic low with heat and mass tanse ove a lat suace[j]. Intenational Jounal o Numeical Methods Fo Heat

9 9 and Fluid Flow, 2000, 10(4): [25] CEBECI T., BRADSHAW P. Physical and computational aspects o convective heat tanse[m]. New Yok, USA: Spinge-Velag, [26] KELLER H. B. Numeical methods o two-point bounday value poblems[m]. New Yok, USA: Dove, [27] PRASAD K. V., PAL D. and DATTI P. S. MHD low and heat tanse in the low o a powe law luid ove a non-isothemal stetching sheet[j]. Communications in Nonlinea Science Numeical Simulation, 2009, 14(5): [28] PRASAD K. V., DATTI P. S. and VAJRAVELU K. Hydomagnetic low and heat tanse o a non- Newtonian powe law luid ove a vetical stetching sheet[j]. Intenational Jounal o Heat Mass Tanse, 2010, 53(5-6):

VISCOSITY OF BIO-DIESEL FUELS

VISCOSITY OF BIO-DIESEL FUELS VISCOSITY OF BIO-DIESEL FUELS One of the key assumptions fo ideal gases is that the motion of a given paticle is independent of any othe paticles in the system. With this assumption in place, one can use

More information

ON THE (Q, R) POLICY IN PRODUCTION-INVENTORY SYSTEMS

ON THE (Q, R) POLICY IN PRODUCTION-INVENTORY SYSTEMS ON THE R POLICY IN PRODUCTION-INVENTORY SYSTEMS Saifallah Benjaafa and Joon-Seok Kim Depatment of Mechanical Engineeing Univesity of Minnesota Minneapolis MN 55455 Abstact We conside a poduction-inventoy

More information

Epdf Sulf petroleum, Eflecti and Eeflecti

Epdf Sulf petroleum, Eflecti and Eeflecti ANALYSIS OF GLOBAL WARMING MITIGATION BY WHITE REFLECTING SURFACES Fedeico Rossi, Andea Nicolini Univesity of Peugia, CIRIAF Via G.Duanti 67 0615 Peugia, Italy T: +9-075-585846; F: +9-075-5848470; E: fossi@unipg.it

More information

Chapter 3 Savings, Present Value and Ricardian Equivalence

Chapter 3 Savings, Present Value and Ricardian Equivalence Chapte 3 Savings, Pesent Value and Ricadian Equivalence Chapte Oveview In the pevious chapte we studied the decision of households to supply hous to the labo maket. This decision was a static decision,

More information

Software Engineering and Development

Software Engineering and Development I T H E A 67 Softwae Engineeing and Development SOFTWARE DEVELOPMENT PROCESS DYNAMICS MODELING AS STATE MACHINE Leonid Lyubchyk, Vasyl Soloshchuk Abstact: Softwae development pocess modeling is gaining

More information

Magnetic Bearing with Radial Magnetized Permanent Magnets

Magnetic Bearing with Radial Magnetized Permanent Magnets Wold Applied Sciences Jounal 23 (4): 495-499, 2013 ISSN 1818-4952 IDOSI Publications, 2013 DOI: 10.5829/idosi.wasj.2013.23.04.23080 Magnetic eaing with Radial Magnetized Pemanent Magnets Vyacheslav Evgenevich

More information

Deflection of Electrons by Electric and Magnetic Fields

Deflection of Electrons by Electric and Magnetic Fields Physics 233 Expeiment 42 Deflection of Electons by Electic and Magnetic Fields Refeences Loain, P. and D.R. Coson, Electomagnetism, Pinciples and Applications, 2nd ed., W.H. Feeman, 199. Intoduction An

More information

The Role of Gravity in Orbital Motion

The Role of Gravity in Orbital Motion ! The Role of Gavity in Obital Motion Pat of: Inquiy Science with Datmouth Developed by: Chistophe Caoll, Depatment of Physics & Astonomy, Datmouth College Adapted fom: How Gavity Affects Obits (Ohio State

More information

Spirotechnics! September 7, 2011. Amanda Zeringue, Michael Spannuth and Amanda Zeringue Dierential Geometry Project

Spirotechnics! September 7, 2011. Amanda Zeringue, Michael Spannuth and Amanda Zeringue Dierential Geometry Project Spiotechnics! Septembe 7, 2011 Amanda Zeingue, Michael Spannuth and Amanda Zeingue Dieential Geomety Poject 1 The Beginning The geneal consensus of ou goup began with one thought: Spiogaphs ae awesome.

More information

2 r2 θ = r2 t. (3.59) The equal area law is the statement that the term in parentheses,

2 r2 θ = r2 t. (3.59) The equal area law is the statement that the term in parentheses, 3.4. KEPLER S LAWS 145 3.4 Keple s laws You ae familia with the idea that one can solve some mechanics poblems using only consevation of enegy and (linea) momentum. Thus, some of what we see as objects

More information

STUDENT RESPONSE TO ANNUITY FORMULA DERIVATION

STUDENT RESPONSE TO ANNUITY FORMULA DERIVATION Page 1 STUDENT RESPONSE TO ANNUITY FORMULA DERIVATION C. Alan Blaylock, Hendeson State Univesity ABSTRACT This pape pesents an intuitive appoach to deiving annuity fomulas fo classoom use and attempts

More information

AN IMPLEMENTATION OF BINARY AND FLOATING POINT CHROMOSOME REPRESENTATION IN GENETIC ALGORITHM

AN IMPLEMENTATION OF BINARY AND FLOATING POINT CHROMOSOME REPRESENTATION IN GENETIC ALGORITHM AN IMPLEMENTATION OF BINARY AND FLOATING POINT CHROMOSOME REPRESENTATION IN GENETIC ALGORITHM Main Golub Faculty of Electical Engineeing and Computing, Univesity of Zageb Depatment of Electonics, Micoelectonics,

More information

Structure and evolution of circumstellar disks during the early phase of accretion from a parent cloud

Structure and evolution of circumstellar disks during the early phase of accretion from a parent cloud Cente fo Tubulence Reseach Annual Reseach Biefs 2001 209 Stuctue and evolution of cicumstella disks duing the ealy phase of accetion fom a paent cloud By Olusola C. Idowu 1. Motivation and Backgound The

More information

The transport performance evaluation system building of logistics enterprises

The transport performance evaluation system building of logistics enterprises Jounal of Industial Engineeing and Management JIEM, 213 6(4): 194-114 Online ISSN: 213-953 Pint ISSN: 213-8423 http://dx.doi.og/1.3926/jiem.784 The tanspot pefomance evaluation system building of logistics

More information

Channel selection in e-commerce age: A strategic analysis of co-op advertising models

Channel selection in e-commerce age: A strategic analysis of co-op advertising models Jounal of Industial Engineeing and Management JIEM, 013 6(1):89-103 Online ISSN: 013-0953 Pint ISSN: 013-843 http://dx.doi.og/10.396/jiem.664 Channel selection in e-commece age: A stategic analysis of

More information

FXA 2008. Candidates should be able to : Describe how a mass creates a gravitational field in the space around it.

FXA 2008. Candidates should be able to : Describe how a mass creates a gravitational field in the space around it. Candidates should be able to : Descibe how a mass ceates a gavitational field in the space aound it. Define gavitational field stength as foce pe unit mass. Define and use the peiod of an object descibing

More information

Referral service and customer incentive in online retail supply Chain

Referral service and customer incentive in online retail supply Chain Refeal sevice and custome incentive in online etail supply Chain Y. G. Chen 1, W. Y. Zhang, S. Q. Yang 3, Z. J. Wang 4 and S. F. Chen 5 1,,3,4 School of Infomation Zhejiang Univesity of Finance and Economics

More information

YARN PROPERTIES MEASUREMENT: AN OPTICAL APPROACH

YARN PROPERTIES MEASUREMENT: AN OPTICAL APPROACH nd INTERNATIONAL TEXTILE, CLOTHING & ESIGN CONFERENCE Magic Wold of Textiles Octobe 03 d to 06 th 004, UBROVNIK, CROATIA YARN PROPERTIES MEASUREMENT: AN OPTICAL APPROACH Jana VOBOROVA; Ashish GARG; Bohuslav

More information

Ilona V. Tregub, ScD., Professor

Ilona V. Tregub, ScD., Professor Investment Potfolio Fomation fo the Pension Fund of Russia Ilona V. egub, ScD., Pofesso Mathematical Modeling of Economic Pocesses Depatment he Financial Univesity unde the Govenment of the Russian Fedeation

More information

Evaluating the impact of Blade Server and Virtualization Software Technologies on the RIT Datacenter

Evaluating the impact of Blade Server and Virtualization Software Technologies on the RIT Datacenter Evaluating the impact of and Vitualization Softwae Technologies on the RIT Datacente Chistophe M Butle Vitual Infastuctue Administato Rocheste Institute of Technology s Datacente Contact: chis.butle@it.edu

More information

Vector Calculus: Are you ready? Vectors in 2D and 3D Space: Review

Vector Calculus: Are you ready? Vectors in 2D and 3D Space: Review Vecto Calculus: Ae you eady? Vectos in D and 3D Space: Review Pupose: Make cetain that you can define, and use in context, vecto tems, concepts and fomulas listed below: Section 7.-7. find the vecto defined

More information

PAN STABILITY TESTING OF DC CIRCUITS USING VARIATIONAL METHODS XVIII - SPETO - 1995. pod patronatem. Summary

PAN STABILITY TESTING OF DC CIRCUITS USING VARIATIONAL METHODS XVIII - SPETO - 1995. pod patronatem. Summary PCE SEMINIUM Z PODSTW ELEKTOTECHNIKI I TEOII OBWODÓW 8 - TH SEMIN ON FUNDMENTLS OF ELECTOTECHNICS ND CICUIT THEOY ZDENĚK BIOLEK SPŠE OŽNO P.., CZECH EPUBLIC DLIBO BIOLEK MILITY CDEMY, BNO, CZECH EPUBLIC

More information

Concept and Experiences on using a Wiki-based System for Software-related Seminar Papers

Concept and Experiences on using a Wiki-based System for Software-related Seminar Papers Concept and Expeiences on using a Wiki-based System fo Softwae-elated Semina Papes Dominik Fanke and Stefan Kowalewski RWTH Aachen Univesity, 52074 Aachen, Gemany, {fanke, kowalewski}@embedded.wth-aachen.de,

More information

DIFFERENT TYPES OF HUMAN HEAD SHAPES FOR CELLULAR PHONE EXPOSURE ON ELECTROMAGNETIC ABSORPTION

DIFFERENT TYPES OF HUMAN HEAD SHAPES FOR CELLULAR PHONE EXPOSURE ON ELECTROMAGNETIC ABSORPTION DIFFERENT TYPES OF HUMAN HEAD SHAPES FOR CELLULAR PHONE EXPOSURE ON ELECTROMAGNETIC ABSORPTION Mohammad Rashed Iqbal Fauque* #1, Mohammad Taiqul Islam* 2, Nobahiah Misan* #3 * Institute of Space Science

More information

Pessu Behavior Analysis for Autologous Fluidations

Pessu Behavior Analysis for Autologous Fluidations EXPERIENCE OF USING A CFD CODE FOR ESTIMATING THE NOISE GENERATED BY GUSTS ALONG THE SUN- ROOF OF A CAR Liang S. Lai* 1, Geogi S. Djambazov 1, Choi -H. Lai 1, Koulis A. Peicleous 1, and Fédéic Magoulès

More information

A Capacitated Commodity Trading Model with Market Power

A Capacitated Commodity Trading Model with Market Power A Capacitated Commodity Tading Model with Maket Powe Victo Matínez-de-Albéniz Josep Maia Vendell Simón IESE Business School, Univesity of Navaa, Av. Peason 1, 08034 Bacelona, Spain VAlbeniz@iese.edu JMVendell@iese.edu

More information

Episode 401: Newton s law of universal gravitation

Episode 401: Newton s law of universal gravitation Episode 401: Newton s law of univesal gavitation This episode intoduces Newton s law of univesal gavitation fo point masses, and fo spheical masses, and gets students pactising calculations of the foce

More information

Chapter 2 Modelling of Fluid Flow and Heat Transfer in Rotating-Disk Systems

Chapter 2 Modelling of Fluid Flow and Heat Transfer in Rotating-Disk Systems Chapte 2 Modelling of Fluid Flow and Heat Tansfe in Rotating-Disk Systems 2.1 Diffeential and Integal Equations 2.1.1 Diffeential Navie Stokes and Enegy Equations We will conside hee stationay axisymmetic

More information

Research on Risk Assessment of the Transformer Based on Life Cycle Cost

Research on Risk Assessment of the Transformer Based on Life Cycle Cost ntenational Jounal of Smat Gid and lean Enegy eseach on isk Assessment of the Tansfome Based on Life ycle ost Hui Zhou a, Guowei Wu a, Weiwei Pan a, Yunhe Hou b, hong Wang b * a Zhejiang Electic Powe opoation,

More information

NUCLEAR MAGNETIC RESONANCE

NUCLEAR MAGNETIC RESONANCE 19 Jul 04 NMR.1 NUCLEAR MAGNETIC RESONANCE In this expeiment the phenomenon of nuclea magnetic esonance will be used as the basis fo a method to accuately measue magnetic field stength, and to study magnetic

More information

An Epidemic Model of Mobile Phone Virus

An Epidemic Model of Mobile Phone Virus An Epidemic Model of Mobile Phone Vius Hui Zheng, Dong Li, Zhuo Gao 3 Netwok Reseach Cente, Tsinghua Univesity, P. R. China zh@tsinghua.edu.cn School of Compute Science and Technology, Huazhong Univesity

More information

Explicit, analytical solution of scaling quantum graphs. Abstract

Explicit, analytical solution of scaling quantum graphs. Abstract Explicit, analytical solution of scaling quantum gaphs Yu. Dabaghian and R. Blümel Depatment of Physics, Wesleyan Univesity, Middletown, CT 06459-0155, USA E-mail: ydabaghian@wesleyan.edu (Januay 6, 2003)

More information

Comparing Availability of Various Rack Power Redundancy Configurations

Comparing Availability of Various Rack Power Redundancy Configurations Compaing Availability of Vaious Rack Powe Redundancy Configuations By Victo Avela White Pape #48 Executive Summay Tansfe switches and dual-path powe distibution to IT equipment ae used to enhance the availability

More information

HIGH AVAILABILITY SOLUTION: RESOURCE USAGE MANAGEMENT IN VIRTUALIZED SOFTWARE AGING

HIGH AVAILABILITY SOLUTION: RESOURCE USAGE MANAGEMENT IN VIRTUALIZED SOFTWARE AGING Intenational Jounal o Compute Science & Inomation Technology (IJCSIT) Vol 4, No, June 0 HIGH AVAILAILITY SOLUTION: ESOUCE USAGE MANAGEMENT IN VITUALIZED SOFTWAE AGING Aye Myat Myat aing and Ni La Thein

More information

Gravitational Mechanics of the Mars-Phobos System: Comparing Methods of Orbital Dynamics Modeling for Exploratory Mission Planning

Gravitational Mechanics of the Mars-Phobos System: Comparing Methods of Orbital Dynamics Modeling for Exploratory Mission Planning Gavitational Mechanics of the Mas-Phobos System: Compaing Methods of Obital Dynamics Modeling fo Exploatoy Mission Planning Alfedo C. Itualde The Pennsylvania State Univesity, Univesity Pak, PA, 6802 This

More information

Experiment 6: Centripetal Force

Experiment 6: Centripetal Force Name Section Date Intoduction Expeiment 6: Centipetal oce This expeiment is concened with the foce necessay to keep an object moving in a constant cicula path. Accoding to Newton s fist law of motion thee

More information

Physics 235 Chapter 5. Chapter 5 Gravitation

Physics 235 Chapter 5. Chapter 5 Gravitation Chapte 5 Gavitation In this Chapte we will eview the popeties of the gavitational foce. The gavitational foce has been discussed in geat detail in you intoductoy physics couses, and we will pimaily focus

More information

Comparing Availability of Various Rack Power Redundancy Configurations

Comparing Availability of Various Rack Power Redundancy Configurations Compaing Availability of Vaious Rack Powe Redundancy Configuations White Pape 48 Revision by Victo Avela > Executive summay Tansfe switches and dual-path powe distibution to IT equipment ae used to enhance

More information

est using the formula I = Prt, where I is the interest earned, P is the principal, r is the interest rate, and t is the time in years.

est using the formula I = Prt, where I is the interest earned, P is the principal, r is the interest rate, and t is the time in years. 9.2 Inteest Objectives 1. Undestand the simple inteest fomula. 2. Use the compound inteest fomula to find futue value. 3. Solve the compound inteest fomula fo diffeent unknowns, such as the pesent value,

More information

Heat transfer analysis of canned food sterilization in a still retort

Heat transfer analysis of canned food sterilization in a still retort Available online at www.sciencediect.com Jounal of Food Engineeing xxx (28) xxx xxx www.elsevie.com/locate/jfoodeng Heat tansfe analysis of canned food steilization in a still etot A. Kannan *, P.Ch. Gouisanka

More information

INVESTIGATION OF FLOW INSIDE AN AXIAL-FLOW PUMP OF GV IMP TYPE

INVESTIGATION OF FLOW INSIDE AN AXIAL-FLOW PUMP OF GV IMP TYPE 1 INVESTIGATION OF FLOW INSIDE AN AXIAL-FLOW PUMP OF GV IMP TYPE ANATOLIY A. YEVTUSHENKO 1, ALEXEY N. KOCHEVSKY 1, NATALYA A. FEDOTOVA 1, ALEXANDER Y. SCHELYAEV 2, VLADIMIR N. KONSHIN 2 1 Depatment of

More information

Efficient Redundancy Techniques for Latency Reduction in Cloud Systems

Efficient Redundancy Techniques for Latency Reduction in Cloud Systems Efficient Redundancy Techniques fo Latency Reduction in Cloud Systems 1 Gaui Joshi, Emina Soljanin, and Gegoy Wonell Abstact In cloud computing systems, assigning a task to multiple seves and waiting fo

More information

Lab #7: Energy Conservation

Lab #7: Energy Conservation Lab #7: Enegy Consevation Photo by Kallin http://www.bungeezone.com/pics/kallin.shtml Reading Assignment: Chapte 7 Sections 1,, 3, 5, 6 Chapte 8 Sections 1-4 Intoduction: Pehaps one of the most unusual

More information

Instituto Superior Técnico Av. Rovisco Pais, 1 1049-001 Lisboa E-mail: virginia.infante@ist.utl.pt

Instituto Superior Técnico Av. Rovisco Pais, 1 1049-001 Lisboa E-mail: virginia.infante@ist.utl.pt FATIGUE LIFE TIME PREDICTIO OF POAF EPSILO TB-30 AIRCRAFT - PART I: IMPLEMETATIO OF DIFERET CYCLE COUTIG METHODS TO PREDICT THE ACCUMULATED DAMAGE B. A. S. Seano 1, V. I. M.. Infante 2, B. S. D. Maado

More information

STABILITY ANALYSIS IN MILLING BASED ON OPERATIONAL MODAL DATA 1. INTRODUCTION

STABILITY ANALYSIS IN MILLING BASED ON OPERATIONAL MODAL DATA 1. INTRODUCTION Jounal of Machine Engineeing, Vol. 11, No. 4, 211 Batosz POWALKA 1 Macin CHODZKO 1 Kzysztof JEMIELNIAK 2 milling, chatte, opeational modal analysis STABILITY ANALYSIS IN MILLING BASED ON OPERATIONAL MODAL

More information

Data Center Demand Response: Avoiding the Coincident Peak via Workload Shifting and Local Generation

Data Center Demand Response: Avoiding the Coincident Peak via Workload Shifting and Local Generation (213) 1 28 Data Cente Demand Response: Avoiding the Coincident Peak via Wokload Shifting and Local Geneation Zhenhua Liu 1, Adam Wieman 1, Yuan Chen 2, Benjamin Razon 1, Niangjun Chen 1 1 Califonia Institute

More information

Continuous Compounding and Annualization

Continuous Compounding and Annualization Continuous Compounding and Annualization Philip A. Viton Januay 11, 2006 Contents 1 Intoduction 1 2 Continuous Compounding 2 3 Pesent Value with Continuous Compounding 4 4 Annualization 5 5 A Special Poblem

More information

A Study on the Conducted Interference of Capacitor Charging Power Supply

A Study on the Conducted Interference of Capacitor Charging Power Supply Enegy and Powe Engineeing, 13, 5, 1134-1138 doi:1.436/epe.13.54b16 Published Online July 13 (http://www.scip.og/jounal/epe) A Study on the Conducted Inteeence o Capacito Chaging Powe Supply Xiao Han 1,

More information

Cloud Service Reliability: Modeling and Analysis

Cloud Service Reliability: Modeling and Analysis Cloud Sevice eliability: Modeling and Analysis Yuan-Shun Dai * a c, Bo Yang b, Jack Dongaa a, Gewei Zhang c a Innovative Computing Laboatoy, Depatment of Electical Engineeing & Compute Science, Univesity

More information

Modal Characteristics study of CEM-1 Single-Layer Printed Circuit Board Using Experimental Modal Analysis

Modal Characteristics study of CEM-1 Single-Layer Printed Circuit Board Using Experimental Modal Analysis Available online at www.sciencediect.com Pocedia Engineeing 41 (2012 ) 1360 1366 Intenational Symposium on Robotics and Intelligent Sensos 2012 (IRIS 2012) Modal Chaacteistics study of CEM-1 Single-Laye

More information

Chapter 4: Fluid Kinematics

Chapter 4: Fluid Kinematics Oveview Fluid kinematics deals with the motion of fluids without consideing the foces and moments which ceate the motion. Items discussed in this Chapte. Mateial deivative and its elationship to Lagangian

More information

Chapte 3 Is Gavitation A Results Of Asymmetic Coulomb Chage Inteactions? Jounal of Undegaduate Reseach èjurè Univesity of Utah è1992è, Vol. 3, No. 1, pp. 56í61. Jeæey F. Gold Depatment of Physics, Depatment

More information

MATHEMATICAL SIMULATION OF MASS SPECTRUM

MATHEMATICAL SIMULATION OF MASS SPECTRUM MATHEMATICA SIMUATION OF MASS SPECTUM.Beánek, J.Knížek, Z. Pulpán 3, M. Hubálek 4, V. Novák Univesity of South Bohemia, Ceske Budejovice, Chales Univesity, Hadec Kalove, 3 Univesity of Hadec Kalove, Hadec

More information

Contingent capital with repeated interconversion between debt and equity

Contingent capital with repeated interconversion between debt and equity Contingent capital with epeated inteconvesion between debt and equity Zhaojun Yang 1, Zhiming Zhao School of Finance and Statistics, Hunan Univesity, Changsha 410079, China Abstact We develop a new type

More information

Dual channel closed-loop supply chain coordination with a reward-driven remanufacturing policy

Dual channel closed-loop supply chain coordination with a reward-driven remanufacturing policy Intenational Jounal of Poduction Reseach ISSN: -753 Pint 1366-588X Online Jounal homepage: http://www.tandfonline.com/loi/tps Dual channel closed-loop supply chain coodination with a ewad-diven emanufactuing

More information

Seshadri constants and surfaces of minimal degree

Seshadri constants and surfaces of minimal degree Seshadi constants and sufaces of minimal degee Wioletta Syzdek and Tomasz Szembeg Septembe 29, 2007 Abstact In [] we showed that if the multiple point Seshadi constants of an ample line bundle on a smooth

More information

Introduction to Fluid Mechanics

Introduction to Fluid Mechanics Chapte 1 1 1.6. Solved Examples Example 1.1 Dimensions and Units A body weighs 1 Ibf when exposed to a standad eath gavity g = 3.174 ft/s. (a) What is its mass in kg? (b) What will the weight of this body

More information

The impact of migration on the provision. of UK public services (SRG.10.039.4) Final Report. December 2011

The impact of migration on the provision. of UK public services (SRG.10.039.4) Final Report. December 2011 The impact of migation on the povision of UK public sevices (SRG.10.039.4) Final Repot Decembe 2011 The obustness The obustness of the analysis of the is analysis the esponsibility is the esponsibility

More information

Lecture 16: Color and Intensity. and he made him a coat of many colours. Genesis 37:3

Lecture 16: Color and Intensity. and he made him a coat of many colours. Genesis 37:3 Lectue 16: Colo and Intensity and he made him a coat of many colous. Genesis 37:3 1. Intoduction To display a pictue using Compute Gaphics, we need to compute the colo and intensity of the light at each

More information

An Analysis of Manufacturer Benefits under Vendor Managed Systems

An Analysis of Manufacturer Benefits under Vendor Managed Systems An Analysis of Manufactue Benefits unde Vendo Managed Systems Seçil Savaşaneil Depatment of Industial Engineeing, Middle East Technical Univesity, 06531, Ankaa, TURKEY secil@ie.metu.edu.t Nesim Ekip 1

More information

Excitation energies for molecules by Time-Dependent. based on Effective Exact Exchange Kohn-Sham potential

Excitation energies for molecules by Time-Dependent. based on Effective Exact Exchange Kohn-Sham potential Excitation enegies fo molecules by Time-Dependent Density-Functional Theoy based on Effective Exact Exchange Kohn-Sham potential Fabio Della Sala National Nanotechnology Laboatoies Lecce Italy A. Göling

More information

Multiband Microstrip Patch Antenna for Microwave Applications

Multiband Microstrip Patch Antenna for Microwave Applications IOSR Jounal of Electonics and Communication Engineeing (IOSR-JECE) ISSN: 2278-2834, ISBN: 2278-8735. Volume 3, Issue 5 (Sep. - Oct. 2012), PP 43-48 Multiband Micostip Patch Antenna fo Micowave Applications

More information

Questions & Answers Chapter 10 Software Reliability Prediction, Allocation and Demonstration Testing

Questions & Answers Chapter 10 Software Reliability Prediction, Allocation and Demonstration Testing M13914 Questions & Answes Chapte 10 Softwae Reliability Pediction, Allocation and Demonstation Testing 1. Homewok: How to deive the fomula of failue ate estimate. λ = χ α,+ t When the failue times follow

More information

SELF-INDUCTANCE AND INDUCTORS

SELF-INDUCTANCE AND INDUCTORS MISN-0-144 SELF-INDUCTANCE AND INDUCTORS SELF-INDUCTANCE AND INDUCTORS by Pete Signell Michigan State Univesity 1. Intoduction.............................................. 1 A 2. Self-Inductance L.........................................

More information

Financing Terms in the EOQ Model

Financing Terms in the EOQ Model Financing Tems in the EOQ Model Habone W. Stuat, J. Columbia Business School New Yok, NY 1007 hws7@columbia.edu August 6, 004 1 Intoduction This note discusses two tems that ae often omitted fom the standad

More information

Financial Planning and Risk-return profiles

Financial Planning and Risk-return profiles Financial Planning and Risk-etun pofiles Stefan Gaf, Alexande Kling und Jochen Russ Pepint Seies: 2010-16 Fakultät fü Mathematik und Witschaftswissenschaften UNIERSITÄT ULM Financial Planning and Risk-etun

More information

Electricity transmission network optimization model of supply and demand the case in Taiwan electricity transmission system

Electricity transmission network optimization model of supply and demand the case in Taiwan electricity transmission system Electicity tansmission netwok optimization model of supply and demand the case in Taiwan electicity tansmission system Miao-Sheng Chen a Chien-Liang Wang b,c, Sheng-Chuan Wang d,e a Taichung Banch Gaduate

More information

Trading Volume and Serial Correlation in Stock Returns in Pakistan. Abstract

Trading Volume and Serial Correlation in Stock Returns in Pakistan. Abstract Tading Volume and Seial Coelation in Stock Retuns in Pakistan Khalid Mustafa Assistant Pofesso Depatment of Economics, Univesity of Kaachi e-mail: khalidku@yahoo.com and Mohammed Nishat Pofesso and Chaiman,

More information

The Impacts of Congestion on Commercial Vehicle Tours

The Impacts of Congestion on Commercial Vehicle Tours Figliozzi 1 The Impacts of Congestion on Commecial Vehicle Tous Miguel Andes Figliozzi Potland State Univesity Maseeh College of Engineeing and Compute Science figliozzi@pdx.edu 5124 wods + 7 Tables +

More information

An Efficient Group Key Agreement Protocol for Ad hoc Networks

An Efficient Group Key Agreement Protocol for Ad hoc Networks An Efficient Goup Key Ageement Potocol fo Ad hoc Netwoks Daniel Augot, Raghav haska, Valéie Issany and Daniele Sacchetti INRIA Rocquencout 78153 Le Chesnay Fance {Daniel.Augot, Raghav.haska, Valéie.Issany,

More information

A Review of Concentric Annular Heat Pipes

A Review of Concentric Annular Heat Pipes Heat Tansfe Engineeing, 266):45 58, 2005 Copyight C Taylo and Fancis Inc. ISSN: 0145-7632 pint / 1521-0537 online DOI: 10.1080/01457630590950934 A Review of Concentic Annula Heat Pipes A. NOURI-BORUJERDI

More information

Critical Condition for Flow Transition in a Full- Developed Annulus Flow

Critical Condition for Flow Transition in a Full- Developed Annulus Flow Citial Condition o Flow Tansition in a Full- Developed Annulus Flow Hua-Shu Dou,, Boo Cheong hoo, and He Mann Tsai. Temase Laboatoy, National Univesity o Singapoe, Singapoe 96. Depatment o Mehanial Engineeing,

More information

Effect of Contention Window on the Performance of IEEE 802.11 WLANs

Effect of Contention Window on the Performance of IEEE 802.11 WLANs Effect of Contention Window on the Pefomance of IEEE 82.11 WLANs Yunli Chen and Dhama P. Agawal Cente fo Distibuted and Mobile Computing, Depatment of ECECS Univesity of Cincinnati, OH 45221-3 {ychen,

More information

DYNAMICS AND STRUCTURAL LOADING IN WIND TURBINES

DYNAMICS AND STRUCTURAL LOADING IN WIND TURBINES DYNAMIS AND STRUTURAL LOADING IN WIND TURBINES M. Ragheb 12/30/2008 INTRODUTION The loading egimes to which wind tubines ae subject to ae extemely complex equiing special attention in thei design, opeation

More information

SUPPORT VECTOR MACHINE FOR BANDWIDTH ANALYSIS OF SLOTTED MICROSTRIP ANTENNA

SUPPORT VECTOR MACHINE FOR BANDWIDTH ANALYSIS OF SLOTTED MICROSTRIP ANTENNA Intenational Jounal of Compute Science, Systems Engineeing and Infomation Technology, 4(), 20, pp. 67-7 SUPPORT VECTOR MACHIE FOR BADWIDTH AALYSIS OF SLOTTED MICROSTRIP ATEA Venmathi A.R. & Vanitha L.

More information

HEALTHCARE INTEGRATION BASED ON CLOUD COMPUTING

HEALTHCARE INTEGRATION BASED ON CLOUD COMPUTING U.P.B. Sci. Bull., Seies C, Vol. 77, Iss. 2, 2015 ISSN 2286-3540 HEALTHCARE INTEGRATION BASED ON CLOUD COMPUTING Roxana MARCU 1, Dan POPESCU 2, Iulian DANILĂ 3 A high numbe of infomation systems ae available

More information

The Supply of Loanable Funds: A Comment on the Misconception and Its Implications

The Supply of Loanable Funds: A Comment on the Misconception and Its Implications JOURNL OF ECONOMICS ND FINNCE EDUCTION Volume 7 Numbe 2 Winte 2008 39 The Supply of Loanable Funds: Comment on the Misconception and Its Implications. Wahhab Khandke and mena Khandke* STRCT Recently Fields-Hat

More information

Optimal Capital Structure with Endogenous Bankruptcy:

Optimal Capital Structure with Endogenous Bankruptcy: Univesity of Pisa Ph.D. Pogam in Mathematics fo Economic Decisions Leonado Fibonacci School cotutelle with Institut de Mathématique de Toulouse Ph.D. Dissetation Optimal Capital Stuctue with Endogenous

More information

An Introduction to Omega

An Introduction to Omega An Intoduction to Omega Con Keating and William F. Shadwick These distibutions have the same mean and vaiance. Ae you indiffeent to thei isk-ewad chaacteistics? The Finance Development Cente 2002 1 Fom

More information

4a 4ab b 4 2 4 2 5 5 16 40 25. 5.6 10 6 (count number of places from first non-zero digit to

4a 4ab b 4 2 4 2 5 5 16 40 25. 5.6 10 6 (count number of places from first non-zero digit to . Simplify: 0 4 ( 8) 0 64 ( 8) 0 ( 8) = (Ode of opeations fom left to ight: Paenthesis, Exponents, Multiplication, Division, Addition Subtaction). Simplify: (a 4) + (a ) (a+) = a 4 + a 0 a = a 7. Evaluate

More information

Evidence for the exponential distribution of income in the USA

Evidence for the exponential distribution of income in the USA Eu. Phys. J. B 2, 585 589 (21) THE EUROPEAN PHYSICAL JOURNAL B c EDP Sciences Società Italiana di Fisica Spinge-Velag 21 Evidence fo the exponential distibution of income in the USA A. Dăgulescu and V.M.

More information

Automatic Testing of Neighbor Discovery Protocol Based on FSM and TTCN*

Automatic Testing of Neighbor Discovery Protocol Based on FSM and TTCN* Automatic Testing of Neighbo Discovey Potocol Based on FSM and TTCN* Zhiliang Wang, Xia Yin, Haibin Wang, and Jianping Wu Depatment of Compute Science, Tsinghua Univesity Beijing, P. R. China, 100084 Email:

More information

A Theoretical Approach to Risk Evaluation in Connection with Oxygen Releases

A Theoretical Approach to Risk Evaluation in Connection with Oxygen Releases 65 A publication of CHEMICAL ENGINEERING TRANSACTIONS VOL. 3, 03 Guest Editos: Eddy De Rademaeke, Buno Fabiano, Simbeto Senni Buatti Copyight 03, AIDIC Sevizi S..l., ISBN 978-88-95608--8; ISSN 974-979

More information

30 H. N. CHIU 1. INTRODUCTION. Recherche opérationnelle/operations Research

30 H. N. CHIU 1. INTRODUCTION. Recherche opérationnelle/operations Research RAIRO Rech. Opé. (vol. 33, n 1, 1999, pp. 29-45) A GOOD APPROXIMATION OF THE INVENTORY LEVEL IN A(Q ) PERISHABLE INVENTORY SYSTEM (*) by Huan Neng CHIU ( 1 ) Communicated by Shunji OSAKI Abstact. This

More information

Abstract. 2. Mathematical Formula To Calculate The Dimensions Of Microstrip Patch [Msp] Antenna. 1. Introduction

Abstract. 2. Mathematical Formula To Calculate The Dimensions Of Microstrip Patch [Msp] Antenna. 1. Introduction Bandwidth Enhancement and Analysis of Designed Rectangula Micostip Patch [MSP] Antenna using Compact Rectangula Slotted Technique fo Wideband Applications A. Manish Kuma Singh, B.I.E.T.Jhansi, U.P., India;

More information

A contribution towards the numerical study of bubble dynamics in nucleate boiling at local scale using a conservative level set method

A contribution towards the numerical study of bubble dynamics in nucleate boiling at local scale using a conservative level set method Thesis Pesented to the Univesity of Cegy Pontoise in patial fulfillment of the degee equiements fo the degee of Docto of Philosophy in Civil Engineeing by: Muhammad Sajid A contibution towads the numeical

More information

Advanced Control of Active Filters. in a Battery Charger Application. Martin Bojrup

Advanced Control of Active Filters. in a Battery Charger Application. Martin Bojrup Advanced Contol of Active Filtes in a Battey Chage Application Matin Bojup Lund 999 ii Cove pictue Measuement on the dynamic esponse of the MRI hamonic filte contolle: load cuent (top), esulting line cuent

More information

Voltage ( = Electric Potential )

Voltage ( = Electric Potential ) V-1 of 9 Voltage ( = lectic Potential ) An electic chage altes the space aound it. Thoughout the space aound evey chage is a vecto thing called the electic field. Also filling the space aound evey chage

More information

Semipartial (Part) and Partial Correlation

Semipartial (Part) and Partial Correlation Semipatial (Pat) and Patial Coelation his discussion boows heavily fom Applied Multiple egession/coelation Analysis fo the Behavioal Sciences, by Jacob and Paticia Cohen (975 edition; thee is also an updated

More information

Coordinate Systems L. M. Kalnins, March 2009

Coordinate Systems L. M. Kalnins, March 2009 Coodinate Sstems L. M. Kalnins, Mach 2009 Pupose of a Coodinate Sstem The pupose of a coodinate sstem is to uniquel detemine the position of an object o data point in space. B space we ma liteall mean

More information

NBER WORKING PAPER SERIES FISCAL ZONING AND SALES TAXES: DO HIGHER SALES TAXES LEAD TO MORE RETAILING AND LESS MANUFACTURING?

NBER WORKING PAPER SERIES FISCAL ZONING AND SALES TAXES: DO HIGHER SALES TAXES LEAD TO MORE RETAILING AND LESS MANUFACTURING? NBER WORKING PAPER SERIES FISCAL ZONING AND SALES TAXES: DO HIGHER SALES TAXES LEAD TO MORE RETAILING AND LESS MANUFACTURING? Daia Bunes David Neumak Michelle J. White Woking Pape 16932 http://www.nbe.og/papes/w16932

More information

A framework for the selection of enterprise resource planning (ERP) system based on fuzzy decision making methods

A framework for the selection of enterprise resource planning (ERP) system based on fuzzy decision making methods A famewok fo the selection of entepise esouce planning (ERP) system based on fuzzy decision making methods Omid Golshan Tafti M.s student in Industial Management, Univesity of Yazd Omidgolshan87@yahoo.com

More information

An application of stochastic programming in solving capacity allocation and migration planning problem under uncertainty

An application of stochastic programming in solving capacity allocation and migration planning problem under uncertainty An application of stochastic pogamming in solving capacity allocation and migation planning poblem unde uncetainty Yin-Yann Chen * and Hsiao-Yao Fan Depatment of Industial Management, National Fomosa Univesity,

More information

Converting knowledge Into Practice

Converting knowledge Into Practice Conveting knowledge Into Pactice Boke Nightmae srs Tend Ride By Vladimi Ribakov Ceato of Pips Caie 20 of June 2010 2 0 1 0 C o p y i g h t s V l a d i m i R i b a k o v 1 Disclaime and Risk Wanings Tading

More information

Multiple choice questions [60 points]

Multiple choice questions [60 points] 1 Multiple choice questions [60 points] Answe all o the ollowing questions. Read each question caeully. Fill the coect bubble on you scanton sheet. Each question has exactly one coect answe. All questions

More information

Strength Analysis and Optimization Design about the key parts of the Robot

Strength Analysis and Optimization Design about the key parts of the Robot Intenational Jounal of Reseach in Engineeing and Science (IJRES) ISSN (Online): 2320-9364, ISSN (Pint): 2320-9356 www.ijes.og Volume 3 Issue 3 ǁ Mach 2015 ǁ PP.25-29 Stength Analysis and Optimization Design

More information

Automatic Closed Caption Detection and Filtering in MPEG Videos for Video Structuring

Automatic Closed Caption Detection and Filtering in MPEG Videos for Video Structuring JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, 1145-116 (006) Automatic Closed Caption Detection and Filteing in MPEG Videos fo Video Stuctuing Depatment of Compute Science and Infomation Engineeing National

More information

Reduced Pattern Training Based on Task Decomposition Using Pattern Distributor

Reduced Pattern Training Based on Task Decomposition Using Pattern Distributor > PNN05-P762 < Reduced Patten Taining Based on Task Decomposition Using Patten Distibuto Sheng-Uei Guan, Chunyu Bao, and TseNgee Neo Abstact Task Decomposition with Patten Distibuto (PD) is a new task

More information

2006-2008 Energy Efficiency Rebate and Incentive Programs for Business.

2006-2008 Energy Efficiency Rebate and Incentive Programs for Business. The Company } A ~ Sempa Enegy utilit/ 2006-2008 Enegy Efficiency Rebate and Incentive Pogams fo Business. Lean how you business may qualify fo up to $525,000* pe yea in ebates and incentives unde the Expess

More information

UNIVERSIDAD DE CANTABRIA TESIS DOCTORAL

UNIVERSIDAD DE CANTABRIA TESIS DOCTORAL UNIVERSIDAD DE CANABRIA Depatamento de Ingenieía de Comunicaciones ESIS DOCORAL Cyogenic echnology in the Micowave Engineeing: Application to MIC and MMIC Vey Low Noise Amplifie Design Juan Luis Cano de

More information