First-Principles Modelling of Electrospraying, and the Effects of Dissipation in Electrospray Thrusters

Size: px
Start display at page:

Download "First-Principles Modelling of Electrospraying, and the Effects of Dissipation in Electrospray Thrusters"

Transcription

1 First-Priciples Mdellig f Electrsprayig, ad the Effects f Dissipati i Electrspray Thrusters IEPC-7-49 Preseted at the 35th Iteratial Electric Prpulsi Cferece Gergia Istitute f Techlgy Atlata, Gergia USA Octber 8, 7 M. Gamer-Castañ Uiversity f Califria, Irvie, Califria 977, USA Abstract: This paper describes -gig wrk the develpmet f a first-priciples mdel f electrsprayig peratig i the ce-jet mde. I particular, the mdel icludes: a) the equatis f the leaky dielectric mdel (i.e. cservati f mass, mmetum ad surface charge; the Laplace equati fr the electrstatic ptetial; ad the Yug-Laplace equati fr the psiti f the free surface); b) a vel eergy cservati equati t reprduce the -hmgeeus temperature field caused by eergy dissipati (prpellat prperties retais their depedece temperature); ad c) realistic budary cditis. The mdel is slved umerically, ad mdel utputs such as the beam curret ad the psiti f the surface are cmpared t a existig umerical sluti. c D E e h j k B K m Q Q FM q Re K R( r v v S x Nmeclature = fluid specific heat = jet diameter = electric field = elemetary uit charge = Plack s cstat = i evaprati flux = Bltzma s cstat = fluid electrical cductivity = drplet mass = vlumetric flw rate = dimesiless flw rate = drplet charge = fluid-prperties Reylds umber = psiti f the surface f the ce-jet = radial idepedet variable = temperature = velcity = surface velcity = axial idepedet variable = permittivity f the vacuum = fluid dielectric cstat = fluid desity Assciate Prfessr, Departmet f Mechaical ad Aerspace Egieerig, mgamerc@uci.edu. Octber 8, 7

2 = fluid surface tesi = vltage deficit = temperature icrease = i slvati eergy G S = fluid viscsity = electric ptetial = surface charge desity I. Itrducti LECTROSPRAY prpulsi (ESP) is a electric prpulsi techlgy based the electrstatic accelerati f E charged drplets ad is emitted by a electrspray. Due t its cetral rle, a fudametal uderstadig f electrsprayig is key fr develpig ESP. Electrsprayig is kw fr geeratig sprays f drplets with average diameters ragig frm tes f micrs t a few ameters. The ametric regime is the e f iterest t ESP, because the charge-t-mass rati q/m f the atmized drplets ad the specific impulse, Isp q / m /, icrease at decreasig drplet diameter, ad this techlgy must perate at maximum Isp t be f iterest. Fr a give prpellat the maximum charge-t-mass rati ad miimum jet diameter scale as: / / K q / m a( ) () D max / 3 / 3 / / K mi / () a ( ) is a fucti f the dielectric cstat f rder. The electrical cductivity is the ly prpellat prperty that ca be varied by may rders f magitude, ad therefre high Isp perati implies the use f prpellats f high cductivity (typically higher tha S/m). The ametric, r high cductivity regime is heavily iflueced by tw phemea: itese eergy dissipati that causes strg temperature gradiets; ad the set f i field evaprati. Dissipati has ever bee mdeled r accuted fr, ad as a result ESP is curretly develped the bases f empirical ifrmati ad the extraplati f scalig laws. The imprtace f eergy dissipati has bee determied recetly. Experimets have shw that the stppig vltage f electrspray drplets is smaller tha the vltage applied t the emitter electrde. The differece ca be iterpreted as a vltage deficit r irreversible lss f eergy (per uit charge) eeded t frm the drps. The vltage deficit results frm the dissipati f mechaical ad electrical eergy, tgether with the geerati f surface eergy. Experimetally is kw t have the fllwig depedecy: ( ) ( ) Re K (3) / 3 / 3 / 3 / 3 /3 / 3 6 /6 where Re K /( K ) ad /( / K ). icreases with decreasig electrical cductivity, ad is idepedet f the flw rate. The assciated dissipati is estimated t icrease the temperature f the prpellat i the amut: / a( ) ( ) K T 3, a( ) ( ) T K at Q mi (5) c Q c Octber 8, 7

3 T is prprtial t the electrical cductivity, ad is substatial i ce-jets with the high K values required by the ametric regime: e.g. we estimate values exceedig C fr frmamide slutis with cductivities exceedig S/m, ad fr iic liquids like EMI-Im. Key prpellat prperties such as K ad, as well as the rate f i evaprati, deped strgly temperature. Clearly the large temperature gradiets ccurrig i the ametric regime must be accuted fr by ay realistic mdel fr ESP. The is that accumulate the surface f the ce-jet evaprate whe the repellig electrstatic frce vercmes the attractive frces exerted by surrudig mlecules. I field evaprati is a kietic prcess with a eergy barrier 3 / lwered by the electric field E i the amut G E ( e E / 4 ) (e is the elemetary charge). The evaprati flux - - (Cm s ) is give by: k BT GS GE j exp (6) h k BT Due t the expetial depedece E, evaprati ly becmes substatial whe the electric field exceeds a critical value, typically f the rder f V/m. Usig scalig laws () ad () t estimate the maximum electric field i the ce-jet: E max / / 6 K, / 6 Q / 3 / 6 / 3 / 3 K Emax at Q mi (7) 5/ 6 it ca be determied that E V/m at cductivities ear S/m, triggerig i evaprati. I fact, it is well kw that the beams f all gd prpellats (i.e. thse with the highest Isp) emit a cmbiati f charged drplets ad evaprated is. 3,4 It wuld be highly desirable t icrease K further t icrease q/m ad the Isp, but dig s augmets E, the emissi f is, ad prpulsive iefficiecies assciated with the very dissimilar exhaust velcities f is ad drplets. Eve wrse, sigificat i evaprati makes the electrspray ustable, a bservati fr which a theretical explaati des t exist. Very little experimetal ifrmati is available the effects f i field evaprati ESP, ad this key pheme, icludig the bvius cuplig with dissipati thrugh the temperature depedece f the evaprati rate, has t bee mdeled i ay detail. There are several theretical mdels f electrsprayig i the ce-jet mde, but e addresses the particular physics f the ametric regime. Mst mdels divide the ce-jet it three sequetial regis: the Taylr ce, 5 a static regi i which hmic cducti is the dmiat curret mechaism; a trasiti regi betwee the ce ad the jet where charge is ijected the surface, ad cvected surface charge prgressively replaces bulk cducti; ad a jet accelerated by electrical frces, where surface curret is the dmiat trasprt mechaism. The aalysis f the trasiti regi is the cetral prblem i these theries because the curret ad the diameter f jet are fixed i this area, ctrlled by lcal parameters largely isesitive t the variatis f the gemetry ad electrstatics i the far field. Ferádez de la Mra & Lscertales prduced the first mder semial wrk the mdelig f ce-jets, ad were able t explai the I(Q) law by csiderig a trasiti regi dmiated by electrical relaxati phemea. 6 I ctrast, Gañá-Calv iferred that the surface charge is i equilibrium thrughut the ce-jet, ad btaied alterative scalig laws fr the curret ad jet diameter based this idea. 7 Gañá-Calv has als aalyzed the jet by cuplig its dyamics with the electric field iduced by the Taylr ce, 8 a idea that makes it pssible t frmulate a lcal mdel f the trasiti regi with asympttic, far-field budary cditis. Higuera has itegrated the cmplete set f partial differetial equatis fr the trasiti regi, ad has als studied several asympttic limits. 9 The wrk f Cllis et al., wh seek t umerically slve the cmplete set f equatis i the ce-jet ad surrudig electrstatic dmai, is a departure frm the mdels cetered i the trasiti regi. The mai prblem f these mdels is that e icludes i field evaprati, r the strg temperature gradiets takig place i the ametric regime, ad therefre they are f limited applicability t electrspray prpulsi. We are curretly develpig a mdel f ce-jets relevat t ESP, ad this article describes ur iitial wrk i this prblem. 3 Octber 8, 7

4 II. Ce-Jet Mdel A. Mdel Equatis Figure shws a simplified dmai helpful fr the descripti f the ce-jet mdel. The ce-jet is i i eclsed by surfaces U, where the idex i stads fr ier dmai; the fluid is surruded by vacuum, which frms the uter dmai eclsed by U. is the surface f the ce-jet, ad its psiti is described by the fucti R(. The basic ukws f the mdel are the fluid s velcity v( ad temperature T( fields, the charge desity ( i the surface f the ce-jet, the psiti f the surface R(, ad the electric ptetial fields i the fluid ( ad surrudig ( dmais. The basic differetial equatis relatig these ukws are: Figure. Mdel Dmai. v (8.), v v p v c v T ( k T ) τ : v E J i (8.3), (8.) (8.4) fr r R( (8) ( Rv S ) i k T B GS G ( E ) E R K E exp R ' at r R( dx (9) h k BT d fr r R( () Cstraits must be impsed at the surface f the fluid: a) the surface must be i mechaical equilibrium (the balace f stresses alg the rmal yields a Laplace-Yug equati fr the psiti f the surface icludig the electrstatic stress (.), ad a tagetial term acceleratig the fluid (.)); c) the jump cditis fr the rmal (.3) ad tagetial (.4) cmpets f the electric field acrss the iterface f a charged dielectric; ad d) the surface kiematic cditi (.5): ' '' R RR p τ ' 3 / R( R ) ( E E t τ i ) E (.3), E E i E E t t i ( ) Et (.4), v (.) (.) (.5) at r R( () Additial budary cditis are a upstream prescribed velcity prfile with flw rate Q (we use a spherical sik flw), ad prescribed ptetials at the uter surfaces; we use the ptetial derived by Taylr i his classical wrk: 5 i i v( ) g (), f ( x ) at (3), f ( x ) at i (4) The mdel stated abve is well-psed, but slvig this system is t trivial. The mai difficulties arise frm the -liear ature f mst equatis, the strg cuplig betwee several f them, ad the presece f a free-surface: the psiti f the ce-jet s surface is t kw a priri, but is part f the sluti. I rder t derive a iterative algrithm t fid the sluti, we divide the equatis it three grups referred t as the fluid prblem (equatis (8.), (8.), (8.3), (.), (.5) ad ()), the electrical prblem (equatis (8.4), (9), (), (.3), (.4), (3), ad (4)), ad the Yug-Laplace equati, (.) fr the surface. Fr a give psiti f the surface, the fluid prblem 4 Octber 8, 7

5 ad the electrical prblem are readily slved i iterative fashi sice their ly cuplig is thrugh bth the tagetial cmpet f the stress preset as a budary cditi at i the fluid prblem, ad the surface velcity i the equati f cservati f charge i the electrical prblem. Oce this fluid-electrical sluti is fud fr a give surface prfile, the Yug-Laplace equati ca i priciple be used t update the psiti f the surface, which i tur is used t cmpute a updated fluid-electrical sluti. This iterative prcess is ctiued util the residues f the differet equatis are smaller tha desired values. The ctiuity ad mmetum equatis f the fluid prblem are slved usig the stream fucti/vrticity frmulati. This apprach is stadard i tw-dimesial ad axisymmetric flws like this e, because it allws reducig the system f three equatis fr three depedet variables (tw velcity cmpets ad the pressure), t a system f tw elliptic PDEs fr the stream fucti ad the vrticity. Oce the stream fucti ad vrticity fields are determied, the pressure is readily btaied by itegratig the mmetum equati alg the surface. We discretize the PDEs usig fiite differeces i a rthgal grid. The results preseted i this article d t iclude the sluti f the eergy equati (8.3), which will be de at a later stage f the research. T update the surface usig the Yug-Laplace equati we use a least-square itegral methd that miimizes the glbal errr f (.), i.e. the updated surface results frm the miimizati f ' '' R R R P τ ' 3/ ( ) R R i E E ( ) Et dx (5) T miimize equati (5) fr give values f the pressure ad the viscus ad electrical stresses, R( is discretized it N des R i, i =,,, N, ad the derivative f the itegral with respect t each R i is made equal t zer. This yields a system f N algebraic liear equatis, which ca be slved iteratively usig the Newt methd. We d t use the cverged sluti f the Newt methd as the updated psiti f the surface, but the value prvided by the first iterati. We slve the equatis i dimesiless frm, usig the fllwig legth, velcity, pressure ad curret scales: r / (6) v (7) P (8) I γkq / (9) The dimesiless equatis iclude the dielectric cstat ad tw additial dimesiless umbers, which ca be expressed i multiple ways. Our chices are the dimesiless flw rate Q FM, ρkq/ γεε, ad Re K. B. Algrithm fr Slvig the System f Equatis The system f partial differetial ad algebraic equatis is highly liear. Oce discretized, we use the fllwig iterative algrithm t btai umerical slutis fr the assciated system f algebraic equatis: ) Iitial prfiles fr the surface ad surface velcity are defied. ) The fluid ad electrical prblems are slved fr the give surface prfile.. Equatis (8.4), (9), ad () are slved usig the give surface ad surface velcity prfiles. The Budary Elemet Methd (BEM) with liear Figure. Iitial ce-jet prfile ad prfiles at iterati umbers 5 ad. 5 Octber 8, 7

6 elemets is used t slve the Laplace equatis fr the electrical ptetials, while the equati f cservati f charge is discretized usig cetered fiite differeces. This prduces a liear system f equatis fr the ptetials/rmal electric fields at all budary des, ad the surface charge at des f surface prfile... The sluti btaied i Step. is used t cmpute the budary cditi fr the vrticity at the surface. With this ifrmati, the vrticity ad stream fucti fields are cmputed..3. The updated surface velcity is used t execute steps. ad., which are repeated util the errrs f the fluid ad electrical variables are belw a desired miimum, fr the give surface prfile. 3) The sluti btaied i Step is used t cmpute the pressure, electrical ad viscus stress terms i the Yug-Laplace equati, ad the residue f this equati fr the give prfile. If the residue is smaller tha a desired value the existig surface prfile, ad velcity, ptetial ad surface charge fields are the desired umerical sluti. Otherwise Step 4 is executed. 4) A updated sluti fr the surface prfile is btaied usig the least-squares methd ad the sluti btaied i Step. Step is the executed with the updated surface prfile. Figures -4 illustrate the algrithm, fr a ru simulatig a ce-jet with electrsprayig parameters = 5, Re K =, ad Q FM =.54. Figure shws the iitial surface prfile, tgether with the prfiles at iterati umbers 5 ad. The rdiate is i lgarithmic crdiates t better display the chages f the prfile i the jet regi; a detail f the regi ear the tip f the ce is als shw. The iitial prfile is cstructed s that the prfile matches a Taylr ce (halfce agle f 49.3 deg) upstream, ad a expected R ~ x -/8 law dwstream, far frm the tip f the ce. These tw limits are jied smthly arud the base f the ce. As the iteratis prceed the jet prgressively becmes arrwer tha the iitial guess, the base f the ce develps a sharper utlie, ad the upstream prfile becmes very slightly cvex. Figure 3 shws the surface tesi, the pressure, ad the rmal cmpets f the electrical ad viscus stresses alg the surface, tgether with their balace (i.e. the differet terms i the Yug-Laplace equati), at these three iterati stages. The balace, which is idicative f the errr f each sluti, decreases as the algrithm advaces. Fially, Figure 4 shws the residue f the Yug- Laplace equati as a fucti f the iterati umber. The residue becmes smaller as the ru prceeds, i.e. the umerical sluti prgressively gets clser t the physical sluti. The rate at which the residue decreases chages substatially at iteratis, 4 ad 5. This is due t maual chages i tw parameters f the least-square ptimizati rutie, which ctrl the speed vs. stability f the cvergece. 6 Figure 3. Nrmal stresses the surface, fr the iitial prfile ad at iteratis 5 ad. Figure 4. Evluti f the residue f the Yug-Laplace equati. Octber 8, 7

7 III. Numerical Sluti The sluti fr the electrsprayig state = 5, Re K =, ad Q FM =.54 is illustrated i Figures 5 t 9. This fial sluti crrespds t iterati 88 i Figure 4. We chse this state because the same cditis have bee ivestigated by Higuera, 9 makig the cmparis f ur umerical sluti with published data pssible. Figure 5 shws the prfile f the ce-jet, ad a isert with the regi ear the rigi tgether with pits extracted frm Higuera s sluti. The axial crdiates f Higuera s pist have bee shifted frward.4r C uits t better match ur sluti: whe usig Taylr s ptetial as the far-field budary cditi fr the electrical prblem, the ucertaity i the psiti f the rigi f the axial crdiate is f the rder f r C. Althugh bth Higuera ad the preset wrk use this budary cditi, we suspect that Higuera impses the budary much clser t the tip f the ce tha us: we place it at a distace f r C frm the tip, while based Higuera s figures, he seems t impse it at apprximately r C. If true, Higuera s harder cstrait shuld make his sluti less represetative f the physical state tha urs. Althugh the tw prfiles have bee cmputed usig sigificatly differet methds, they match well, supprtig the validity f bth slutis. Figure 6 shws the evluti f the cducti ad surface currets alg the axial crdiate, ad the ttal curret. The cducti ad surface currets acrss a plae f cstat x are defied by: R( i I ( rke ( x, r) dr () C x I ( R( v ( ( () S Figure 5. Iitial ad fial prfile fr = 5, ReK =, ad QFM =.54. The prfile matches well Higuera s sluti fr the same electrsprayig parameters. S The ttal curret crssig a plae f cstat x is the sum f the tw, ad shuld be idepedet f x due t cservati f charge. The cducti curret dmiates upstream, ad prgressively dimiishes i the ce-t-jet trasiti as charge is trasferred twards the surface. The ttal curret icreases with x, has a average value f.45 ad a stadard deviati f.. The ttal curret is t cstat due t the relatively carse grid used i these calculatis, but this errr ca be arbitrarily reduced by icreasig the resluti f the grid. The curret reprted by Higuera fr this case is.. Figure 7 shws ctur maps f the stream fucti ad the vrticity. The flw is accelerated by the tagetial cmpet f the electric stress the surface, creatig i the ce regi a relatively thi layer f high velcity parallel t the surface ad a larger recirculati regi surrudig the axes. The upstream budary cditi fr the velcity (sik flw) is smewhat artificial, ad results uphysically lw surface velcities at the upstream budary fr the dmai f the flw prblem. This prduces a abrupt icrease f the surface curret Figure 6. Iitial ad fial prfile fr = 5, ReK =, QFM =.54. The prfile matches well Higuera s sluti fr the same electrsprayig parameters. 7 Octber 8, 7

8 at the itersecti f this budary with the surface (i.e. the values f the surface curret at the smallest values f x i Figure 6 shuld be slightly larger), but shuld t alter substatially the verall sluti r the value f the average curret. The tagetial electric stress the surface is the surce f vrticity i this system, ad is mst itese at the base f the jet where the trasfer f charge t the surface peaks. Figure 8 shws the capillary stress, the pressure, ad the rmal cmpets f the viscus ad electrical stresses. The rmal cmpet f the viscus stress is egligible everywhere. The electrical stress fully balaces the capillary stress upstream; all three pressure, capillary stress ad electrical stress are sigificat i the balace f rmal frces at the tip f the ce; ad the electrical stress is margial alg the jet, where the pressure ad capillary stress almst fully balace each ther. Figure 9 shws the electric variables the surface f the ce-jet: the ptetial, the tagetial ad rmal (bth iside the fluid ad the surrudig vacuum) cmpets f the electric field, ad the surface charge. The surface f the ce is equiptetial, ad ly arud x = the ptetial starts decreasig ad the tagetial cmpet f the electric field becmes sigificat. The tagetial ad the rmal cmpet f the uter field peak at x = 5.6, while the rmal cmpet f the ier field peaks further dwstream at x =.5. Althugh the rmal cmpet f the ier field has a egligible ctributi t the electric stress aywhere, it is imprtat i the i equatis fr the surface charge, (.3), at its peak: E. 48 ad. 9 at x =.5. Figure 7. Ctur maps f the stream fucti ad vrticity fr = 5, ReK =, QFM =.54.. E Figure 8. Nrmal stresses the surface fr = 5, ReK =, ad QFM =.54. Figure 9. Electric ptetial, tagetial ad rmal cmpets f the electric field, ad surface charge alg the surface fr = 5, ReK =, QFM = Octber 8, 7

9 IV. Cclusi We have described a electric-fluid dyamic mdel f ce-jets, based the leaky-dielectric mdel. The mdel icludes the effect f eergy dissipati ad the resultig -hmgeeity f the temperature field ad fluid prperties, but this aspect has t bee icluded yet i the discretized equatis. Besides the iclusi f dissipati, the mai velties f ur mdel are the use f a least-square itegral methd fr slvig the Yug-Laplace equati (ad hece t impse the required balace f rmal stresses the surface), ad the placemet f the far-field budary cditis at a distace frm the ce-t-jet trasiti rders f magitude larger tha the characteristic legth f the trasiti regi. The iitial algrithm used t slve the mdel equatis cverges t the physical sluti. Future wrk will address the develpmet f a mre rbust algrithm, the iclusi f dissipati effects, ad the aalysis f the results especially as related t electrspray prpulsi. Ackwledgmets This research was supprted by NASA s Space Techlgy Research Early Stage Ivatis prgram, grat NNX7ADG, ad by NSF s Fluid Dyamics prgram, grat CBET We are thakful fr the supprt f the NASA Research Cllabratr Jh Yim, ad the NSF prgram maager Dr. Rald Jsli. Refereces Gamer-Castañ, M., Eergy dissipati i electrsprays ad the gemetric scalig f the trasiti regi f ce-jets, Jural f Fluid Mechaics, Vl. 66,, pp. 493, 53. Gamer-Castañ, M., ad Ferádez de la Mra, J., Direct measuremet f i evaprati kietics frm electrified liquid surfaces, Jural f Chemical Physics, Vl. 3,, pp. 85, Gamer-Castañ, M., Electric-field-iduced i evaprati frm dielectric liquid, Physical Review Letters, Vl. 89,, Gamer-Castañ, M., Characterizati f the electrsprays f -Ethyl-3-Methylimidazlium Bis(Triflurmethylsulfyl) Imide i vacuum, Physics f Fluids, Vl., 8, Taylr, G. I., Disitegrati f water drps i a electric field, Prceedigs f the Ryal Sciety f Ld A, Vl 8, 964, pp. 383, Ferádez de la Mra, J., ad Lscertales, I.G., The curret trasmitted thrugh a electrified cical meiscus, Jural f Fluid Mechaics, Vl. 6, 994, pp. 55,84. 7 Gañá-Calv, A. M., O the geeral scalig thery fr electrsprayig, Jural f Fluid Mechaics, Vl. 57, 4, pp. 3,. 8 Gañá-Calv, A. M., Ce-jet aalytical extesi f Taylr s electrstatic sluti ad the asympttic uiversal scalig laws i electrsprayig, Physical Review Letters, Vl. 79, 997, pp. 7,. 9 Higuera, F. J., Flw rate ad electric curret emitted by a Taylr ce, Jural f Fluid Mechaics, Vl. 484, 3, pp. 33, 37. Cllis, R. T., Harris, M. T., ad Basara, O. A., Breakup f electrified jets, Jural f Fluid Mechaics, Vl. 588, 7, pp. 75, 9. Saville, D. A., Electrhydrdyamics: The Taylr-Melcher Leaky Dielectric Mdel, Aual Review Fluid Mechaics, Vl. 9, 997, pp. 7, Octber 8, 7

MATH Midterm Examination Victor Matveev October 26, 2016

MATH Midterm Examination Victor Matveev October 26, 2016 MATH 33- Midterm Examiati Victr Matveev Octber 6, 6. (5pts, mi) Suppse f(x) equals si x the iterval < x < (=), ad is a eve peridic extesi f this fucti t the rest f the real lie. Fid the csie series fr

More information

Quantum Mechanics for Scientists and Engineers. David Miller

Quantum Mechanics for Scientists and Engineers. David Miller Quatum Mechaics fr Scietists ad Egieers David Miller Time-depedet perturbati thery Time-depedet perturbati thery Time-depedet perturbati basics Time-depedet perturbati thery Fr time-depedet prblems csider

More information

Axial Temperature Distribution in W-Tailored Optical Fibers

Axial Temperature Distribution in W-Tailored Optical Fibers Axial Temperature Distributi i W-Tailred Optical ibers Mhamed I. Shehata (m.ismail34@yah.cm), Mustafa H. Aly(drmsaly@gmail.cm) OSA Member, ad M. B. Saleh (Basheer@aast.edu) Arab Academy fr Sciece, Techlgy

More information

Sound Absorption Characteristics of Membrane- Based Sound Absorbers

Sound Absorption Characteristics of Membrane- Based Sound Absorbers Purdue e-pubs Publicatis f the Ray W. Schl f Mechaical Egieerig 8-28-2003 Sud Absrpti Characteristics f Membrae- Based Sud Absrbers J Stuart Blt, blt@purdue.edu Jih Sg Fllw this ad additial wrks at: http://dcs.lib.purdue.edu/herrick

More information

A Hartree-Fock Calculation of the Water Molecule

A Hartree-Fock Calculation of the Water Molecule Chemistry 460 Fall 2017 Dr. Jea M. Stadard Nvember 29, 2017 A Hartree-Fck Calculati f the Water Mlecule Itrducti A example Hartree-Fck calculati f the water mlecule will be preseted. I this case, the water

More information

Study in Cylindrical Coordinates of the Heat Transfer Through a Tow Material-Thermal Impedance

Study in Cylindrical Coordinates of the Heat Transfer Through a Tow Material-Thermal Impedance Research ural f Applied Scieces, Egieerig ad echlgy (): 9-63, 3 ISSN: 4-749; e-issn: 4-7467 Maxwell Scietific Orgaiati, 3 Submitted: uly 4, Accepted: September 8, Published: May, 3 Study i Cylidrical Crdiates

More information

ENGI 4421 Central Limit Theorem Page Central Limit Theorem [Navidi, section 4.11; Devore sections ]

ENGI 4421 Central Limit Theorem Page Central Limit Theorem [Navidi, section 4.11; Devore sections ] ENGI 441 Cetral Limit Therem Page 11-01 Cetral Limit Therem [Navidi, secti 4.11; Devre sectis 5.3-5.4] If X i is t rmally distributed, but E X i, V X i ad is large (apprximately 30 r mre), the, t a gd

More information

Electrostatics. . where,.(1.1) Maxwell Eqn. Total Charge. Two point charges r 12 distance apart in space

Electrostatics. . where,.(1.1) Maxwell Eqn. Total Charge. Two point charges r 12 distance apart in space Maxwell Eq. E ρ Electrstatics e. where,.(.) first term is the permittivity i vacuum 8.854x0 C /Nm secd term is electrical field stregth, frce/charge, v/m r N/C third term is the charge desity, C/m 3 E

More information

Multi-objective Programming Approach for. Fuzzy Linear Programming Problems

Multi-objective Programming Approach for. Fuzzy Linear Programming Problems Applied Mathematical Scieces Vl. 7 03. 37 8-87 HIKARI Ltd www.m-hikari.cm Multi-bective Prgrammig Apprach fr Fuzzy Liear Prgrammig Prblems P. Padia Departmet f Mathematics Schl f Advaced Scieces VIT Uiversity

More information

Study of Energy Eigenvalues of Three Dimensional. Quantum Wires with Variable Cross Section

Study of Energy Eigenvalues of Three Dimensional. Quantum Wires with Variable Cross Section Adv. Studies Ther. Phys. Vl. 3 009. 5 3-0 Study f Eergy Eigevalues f Three Dimesial Quatum Wires with Variale Crss Secti M.. Sltai Erde Msa Departmet f physics Islamic Aad Uiversity Share-ey rach Ira alrevahidi@yah.cm

More information

Grade 3 Mathematics Course Syllabus Prince George s County Public Schools

Grade 3 Mathematics Course Syllabus Prince George s County Public Schools Ctet Grade 3 Mathematics Curse Syllabus Price Gerge s Cuty Public Schls Prerequisites: Ne Curse Descripti: I Grade 3, istructial time shuld fcus fur critical areas: (1) develpig uderstadig f multiplicati

More information

The Molecular Diffusion of Heat and Mass from Two Spheres

The Molecular Diffusion of Heat and Mass from Two Spheres Iteratial Jural f Mder Studies i Mechaical Egieerig (IJMSME) Vlume 4, Issue 1, 018, PP 4-8 ISSN 454-9711 (Olie) DOI: http://dx.di.rg/10.0431/454-9711.0401004 www.arcjurals.rg The Mlecular Diffusi f Heat

More information

BIO752: Advanced Methods in Biostatistics, II TERM 2, 2010 T. A. Louis. BIO 752: MIDTERM EXAMINATION: ANSWERS 30 November 2010

BIO752: Advanced Methods in Biostatistics, II TERM 2, 2010 T. A. Louis. BIO 752: MIDTERM EXAMINATION: ANSWERS 30 November 2010 BIO752: Advaced Methds i Bistatistics, II TERM 2, 2010 T. A. Luis BIO 752: MIDTERM EXAMINATION: ANSWERS 30 Nvember 2010 Questi #1 (15 pits): Let X ad Y be radm variables with a jit distributi ad assume

More information

ENGI 4421 Central Limit Theorem Page Central Limit Theorem [Navidi, section 4.11; Devore sections ]

ENGI 4421 Central Limit Theorem Page Central Limit Theorem [Navidi, section 4.11; Devore sections ] ENGI 441 Cetral Limit Therem Page 11-01 Cetral Limit Therem [Navidi, secti 4.11; Devre sectis 5.3-5.4] If X i is t rmally distributed, but E X i, V X i ad is large (apprximately 30 r mre), the, t a gd

More information

Solutions. Definitions pertaining to solutions

Solutions. Definitions pertaining to solutions Slutis Defiitis pertaiig t slutis Slute is the substace that is disslved. It is usually preset i the smaller amut. Slvet is the substace that des the disslvig. It is usually preset i the larger amut. Slubility

More information

[1 & α(t & T 1. ' ρ 1

[1 & α(t & T 1. ' ρ 1 NAME 89.304 - IGNEOUS & METAMORPHIC PETROLOGY DENSITY & VISCOSITY OF MAGMAS I. Desity The desity (mass/vlume) f a magma is a imprtat parameter which plays a rle i a umber f aspects f magma behavir ad evluti.

More information

Chapter 3.1: Polynomial Functions

Chapter 3.1: Polynomial Functions Ntes 3.1: Ply Fucs Chapter 3.1: Plymial Fuctis I Algebra I ad Algebra II, yu ecutered sme very famus plymial fuctis. I this secti, yu will meet may ther members f the plymial family, what sets them apart

More information

Physical Chemistry Laboratory I CHEM 445 Experiment 2 Partial Molar Volume (Revised, 01/13/03)

Physical Chemistry Laboratory I CHEM 445 Experiment 2 Partial Molar Volume (Revised, 01/13/03) Physical Chemistry Labratry I CHEM 445 Experimet Partial Mlar lume (Revised, 0/3/03) lume is, t a gd apprximati, a additive prperty. Certaily this apprximati is used i preparig slutis whse ccetratis are

More information

Author. Introduction. Author. o Asmir Tobudic. ISE 599 Computational Modeling of Expressive Performance

Author. Introduction. Author. o Asmir Tobudic. ISE 599 Computational Modeling of Expressive Performance ISE 599 Cmputatial Mdelig f Expressive Perfrmace Playig Mzart by Aalgy: Learig Multi-level Timig ad Dyamics Strategies by Gerhard Widmer ad Asmir Tbudic Preseted by Tsug-Ha (Rbert) Chiag April 5, 2006

More information

5.80 Small-Molecule Spectroscopy and Dynamics

5.80 Small-Molecule Spectroscopy and Dynamics MIT OpeCurseWare http://cw.mit.edu 5.8 Small-Mlecule Spectrscpy ad Dyamics Fall 8 Fr ifrmati abut citig these materials r ur Terms f Use, visit: http://cw.mit.edu/terms. 5.8 Lecture #33 Fall, 8 Page f

More information

Chapter 4. Problem Solutions

Chapter 4. Problem Solutions Chapter 4. Prblem Slutis. The great majrity f alpha particles pass thrugh gases ad thi metal fils with deflectis. T what cclusi abut atmic structure des this bservati lead? The fact that mst particles

More information

are specified , are linearly independent Otherwise, they are linearly dependent, and one is expressed by a linear combination of the others

are specified , are linearly independent Otherwise, they are linearly dependent, and one is expressed by a linear combination of the others Chater 3. Higher Order Liear ODEs Kreyszig by YHLee;4; 3-3. Hmgeeus Liear ODEs The stadard frm f the th rder liear ODE ( ) ( ) = : hmgeeus if r( ) = y y y y r Hmgeeus Liear ODE: Suersiti Pricile, Geeral

More information

Fourier Method for Solving Transportation. Problems with Mixed Constraints

Fourier Method for Solving Transportation. Problems with Mixed Constraints It. J. Ctemp. Math. Scieces, Vl. 5, 200,. 28, 385-395 Furier Methd fr Slvig Trasprtati Prblems with Mixed Cstraits P. Padia ad G. Nataraja Departmet f Mathematics, Schl f Advaced Scieces V I T Uiversity,

More information

Intermediate Division Solutions

Intermediate Division Solutions Itermediate Divisi Slutis 1. Cmpute the largest 4-digit umber f the frm ABBA which is exactly divisible by 7. Sluti ABBA 1000A + 100B +10B+A 1001A + 110B 1001 is divisible by 7 (1001 7 143), s 1001A is

More information

ALE 26. Equilibria for Cell Reactions. What happens to the cell potential as the reaction proceeds over time?

ALE 26. Equilibria for Cell Reactions. What happens to the cell potential as the reaction proceeds over time? Name Chem 163 Secti: Team Number: AL 26. quilibria fr Cell Reactis (Referece: 21.4 Silberberg 5 th editi) What happes t the ptetial as the reacti prceeds ver time? The Mdel: Basis fr the Nerst quati Previusly,

More information

Markov processes and the Kolmogorov equations

Markov processes and the Kolmogorov equations Chapter 6 Markv prcesses ad the Klmgrv equatis 6. Stchastic Differetial Equatis Csider the stchastic differetial equati: dx(t) =a(t X(t)) dt + (t X(t)) db(t): (SDE) Here a(t x) ad (t x) are give fuctis,

More information

D.S.G. POLLOCK: TOPICS IN TIME-SERIES ANALYSIS STATISTICAL FOURIER ANALYSIS

D.S.G. POLLOCK: TOPICS IN TIME-SERIES ANALYSIS STATISTICAL FOURIER ANALYSIS STATISTICAL FOURIER ANALYSIS The Furier Represetati f a Sequece Accrdig t the basic result f Furier aalysis, it is always pssible t apprximate a arbitrary aalytic fucti defied ver a fiite iterval f the

More information

Examination No. 3 - Tuesday, Nov. 15

Examination No. 3 - Tuesday, Nov. 15 NAME (lease rit) SOLUTIONS ECE 35 - DEVICE ELECTRONICS Fall Semester 005 Examiati N 3 - Tuesday, Nv 5 3 4 5 The time fr examiati is hr 5 mi Studets are allwed t use 3 sheets f tes Please shw yur wrk, artial

More information

5.1 Two-Step Conditional Density Estimator

5.1 Two-Step Conditional Density Estimator 5.1 Tw-Step Cditial Desity Estimatr We ca write y = g(x) + e where g(x) is the cditial mea fucti ad e is the regressi errr. Let f e (e j x) be the cditial desity f e give X = x: The the cditial desity

More information

The Acoustical Physics of a Standing Wave Tube

The Acoustical Physics of a Standing Wave Tube UIUC Physics 93POM/Physics 406POM The Physics f Music/Physics f Musical Istrumets The Acustical Physics f a Stadig Wave Tube A typical cylidrical-shaped stadig wave tube (SWT) {aa impedace tube} f legth

More information

Every gas consists of a large number of small particles called molecules moving with very high velocities in all possible directions.

Every gas consists of a large number of small particles called molecules moving with very high velocities in all possible directions. Kietic thery f gases ( Kietic thery was develped by Berlli, Jle, Clasis, axwell ad Bltzma etc. ad represets dyamic particle r micrscpic mdel fr differet gases sice it thrws light the behir f the particles

More information

WEST VIRGINIA UNIVERSITY

WEST VIRGINIA UNIVERSITY WEST VIRGINIA UNIVERSITY PLASMA PHYSICS GROUP INTERNAL REPORT PL - 045 Mea Optical epth ad Optical Escape Factr fr Helium Trasitis i Helic Plasmas R.F. Bivi Nvember 000 Revised March 00 TABLE OF CONTENT.0

More information

x 2 x 3 x b 0, then a, b, c log x 1 log z log x log y 1 logb log a dy 4. dx As tangent is perpendicular to the x axis, slope

x 2 x 3 x b 0, then a, b, c log x 1 log z log x log y 1 logb log a dy 4. dx As tangent is perpendicular to the x axis, slope The agle betwee the tagets draw t the parabla y = frm the pit (-,) 5 9 6 Here give pit lies the directri, hece the agle betwee the tagets frm that pit right agle Ratig :EASY The umber f values f c such

More information

Ch. 1 Introduction to Estimation 1/15

Ch. 1 Introduction to Estimation 1/15 Ch. Itrducti t stimati /5 ample stimati Prblem: DSB R S f M f s f f f ; f, φ m tcsπf t + φ t f lectrics dds ise wt usually white BPF & mp t s t + w t st. lg. f & φ X udi mp cs π f + φ t Oscillatr w/ f

More information

Solutions to Midterm II. of the following equation consistent with the boundary condition stated u. y u x y

Solutions to Midterm II. of the following equation consistent with the boundary condition stated u. y u x y Sltis t Midterm II Prblem : (pts) Fid the mst geeral slti ( f the fllwig eqati csistet with the bdary cditi stated y 3 y the lie y () Slti : Sice the system () is liear the slti is give as a sperpsiti

More information

The Excel FFT Function v1.1 P. T. Debevec February 12, The discrete Fourier transform may be used to identify periodic structures in time ht.

The Excel FFT Function v1.1 P. T. Debevec February 12, The discrete Fourier transform may be used to identify periodic structures in time ht. The Excel FFT Fucti v P T Debevec February 2, 26 The discrete Furier trasfrm may be used t idetify peridic structures i time ht series data Suppse that a physical prcess is represeted by the fucti f time,

More information

u = A Z Chemistry 110 Fall 2010 Rayleigh-Jeans Law for Blackbody SI Units SI Units Secondary Units written in terms of Primary

u = A Z Chemistry 110 Fall 2010 Rayleigh-Jeans Law for Blackbody SI Units SI Units Secondary Units written in terms of Primary SI Uits Key Study Pits fr Petrucci et al., Secdary Uits writte i terms f Primary Capters 8 & 9 Nte: Fudametal cstats ad a peridic table will be prvided te midterm but equatis will t be give. Cemistry 0

More information

MATHEMATICS 9740/01 Paper 1 14 Sep hours

MATHEMATICS 9740/01 Paper 1 14 Sep hours Cadidate Name: Class: JC PRELIMINARY EXAM Higher MATHEMATICS 9740/0 Paper 4 Sep 06 3 hurs Additial Materials: Cver page Aswer papers List f Frmulae (MF5) READ THESE INSTRUCTIONS FIRST Write yur full ame

More information

A Simplified Nonlinear Generalized Maxwell Model for Predicting the Time Dependent Behavior of Viscoelastic Materials

A Simplified Nonlinear Generalized Maxwell Model for Predicting the Time Dependent Behavior of Viscoelastic Materials Wrld Jural f Mechaics, 20,, 58-67 di:0.4236/wj.20.302 Published Olie Jue 20 (http://www.scirp.rg/jural/wj) A Siplified Nliear Geeralized Maxwell Mdel fr Predictig the Tie Depedet Behavir f Viscelastic

More information

Analysis of pressure wave dynamics in fuel rail system

Analysis of pressure wave dynamics in fuel rail system It. Jl. f Multiphysics Vlume Number 3 8 3 Aalysis f pressure wave dyamics i fuel rail system Basem Alzahabi ad Keith Schulz Ketterig Uiversity Siemes Autmtive ABSTRACT A mdel f a amplified cmm rail fuel

More information

Fourier Series & Fourier Transforms

Fourier Series & Fourier Transforms Experimet 1 Furier Series & Furier Trasfrms MATLAB Simulati Objectives Furier aalysis plays a imprtat rle i cmmuicati thery. The mai bjectives f this experimet are: 1) T gai a gd uderstadig ad practice

More information

Introduction Purpose of study

Introduction Purpose of study VERTICAL WATER INJECTION IN A HETEREOGENEOU AND COLUMN; EXPERIMENT AND ANALYI vei H Midtlyg, Jstei Alvestad, tatil, Gerge Virvsky, Rgalad Research Itrducti Partly gravity dmiated ater flds take place i

More information

A New Method for Finding an Optimal Solution. of Fully Interval Integer Transportation Problems

A New Method for Finding an Optimal Solution. of Fully Interval Integer Transportation Problems Applied Matheatical Scieces, Vl. 4, 200,. 37, 89-830 A New Methd fr Fidig a Optial Sluti f Fully Iterval Iteger Trasprtati Prbles P. Padia ad G. Nataraja Departet f Matheatics, Schl f Advaced Scieces,

More information

Dynamic Response of Second Order Mechanical Systems with Viscous Dissipation forces

Dynamic Response of Second Order Mechanical Systems with Viscous Dissipation forces Hadut #a (pp. 1-39) Dyamic Respse f Secd Order Mechaical Systems with Viscus Dissipati frces d X d X + + = ext() t M D K X F dt dt Free Respse t iitial cditis ad F (t) = 0, Uderdamped, Critically Damped

More information

A Study on Estimation of Lifetime Distribution with Covariates Under Misspecification

A Study on Estimation of Lifetime Distribution with Covariates Under Misspecification Prceedigs f the Wrld Cgress Egieerig ad Cmputer Sciece 2015 Vl II, Octber 21-23, 2015, Sa Fracisc, USA A Study Estimati f Lifetime Distributi with Cvariates Uder Misspecificati Masahir Ykyama, Member,

More information

Thermodynamic study of CdCl 2 in 2-propanol (5 mass %) + water mixture using potentiometry

Thermodynamic study of CdCl 2 in 2-propanol (5 mass %) + water mixture using potentiometry Thermdyamic study f CdCl 2 i 2-prpal (5 mass %) + water mixture usig ptetimetry Reat Tmaš, Ađelka Vrdljak UDC: 544.632.4 Uiversity f Split, Faculty f Chemistry ad Techlgy, Teslia 10/V, HR-21000 Split,

More information

ESWW-2. Israeli semi-underground great plastic scintillation multidirectional muon telescope (ISRAMUTE) for space weather monitoring and forecasting

ESWW-2. Israeli semi-underground great plastic scintillation multidirectional muon telescope (ISRAMUTE) for space weather monitoring and forecasting ESWW-2 Israeli semi-udergrud great plastic scitillati multidirectial mu telescpe (ISRAMUTE) fr space weather mitrig ad frecastig L.I. Drma a,b, L.A. Pustil'ik a, A. Sterlieb a, I.G. Zukerma a (a) Israel

More information

Modern Physics. Unit 15: Nuclear Structure and Decay Lecture 15.2: The Strong Force. Ron Reifenberger Professor of Physics Purdue University

Modern Physics. Unit 15: Nuclear Structure and Decay Lecture 15.2: The Strong Force. Ron Reifenberger Professor of Physics Purdue University Mder Physics Uit 15: Nuclear Structure ad Decay Lecture 15.: The Strg Frce R Reifeberger Prfessr f Physics Purdue Uiversity 1 Bidig eergy er ucle - the deuter Eergy (MeV) ~0.4fm B.E. A =.MeV/ = 1.1 MeV/ucle.

More information

Experimental and Theoretical Investigations of PAN Molecular Weight Increase in Precipitation Polymerization as a Function of H 2 O/DMSO Ratio

Experimental and Theoretical Investigations of PAN Molecular Weight Increase in Precipitation Polymerization as a Function of H 2 O/DMSO Ratio Carb Letters Vl., N. March 00 pp. -7 Experimetal ad Theretical Ivestigatis f PAN Mlecular Weight Icrease i Precipitati Plymerizati as a ucti f H O/DMSO Rati Jig Zhag, egjig Bu, Ygqiag Dai, Liwei Xue, Zhixia

More information

E o and the equilibrium constant, K

E o and the equilibrium constant, K lectrchemical measuremets (Ch -5 t 6). T state the relati betwee ad K. (D x -b, -). Frm galvaic cell vltage measuremet (a) K sp (D xercise -8, -) (b) K sp ad γ (D xercise -9) (c) K a (D xercise -G, -6)

More information

AP Statistics Notes Unit Eight: Introduction to Inference

AP Statistics Notes Unit Eight: Introduction to Inference AP Statistics Ntes Uit Eight: Itrducti t Iferece Syllabus Objectives: 4.1 The studet will estimate ppulati parameters ad margis f errrs fr meas. 4.2 The studet will discuss the prperties f pit estimatrs,

More information

Super-efficiency Models, Part II

Super-efficiency Models, Part II Super-efficiec Mdels, Part II Emilia Niskae The 4th f Nvember S steemiaalsi Ctets. Etesis t Variable Returs-t-Scale (0.4) S steemiaalsi Radial Super-efficiec Case Prblems with Radial Super-efficiec Case

More information

Design and Implementation of Cosine Transforms Employing a CORDIC Processor

Design and Implementation of Cosine Transforms Employing a CORDIC Processor C16 1 Desig ad Implemetati f Csie Trasfrms Emplyig a CORDIC Prcessr Sharaf El-Di El-Nahas, Ammar Mttie Al Hsaiy, Magdy M. Saeb Arab Academy fr Sciece ad Techlgy, Schl f Egieerig, Alexadria, EGYPT ABSTRACT

More information

SOLUTION. The reactor thermal output is related to the maximum heat flux in the hot channel by. Z( z ). The position of maximum heat flux ( z max

SOLUTION. The reactor thermal output is related to the maximum heat flux in the hot channel by. Z( z ). The position of maximum heat flux ( z max Te verpwer trip set pit i PWRs is desiged t isure te iu fuel eterlie teperature reais belw a give value T, ad te iiu rati reais abve a give value MR. Fr te give ifrati give a step by step predure, iludig

More information

A unified brittle fracture criterion for structures with sharp V-notches under mixed mode loading

A unified brittle fracture criterion for structures with sharp V-notches under mixed mode loading Jural f Mechaical Sciece ad Techlgy Jural f Mechaical Sciece ad Techlgy 22 (2008) 269~278 www.sprigerlik.cm/ctet/738-494x A uified brittle fracture criteri fr structures with sharp V-tches uder mixed mde

More information

Cold mirror based on High-Low-High refractive index dielectric materials

Cold mirror based on High-Low-High refractive index dielectric materials Cld mirrr based High-Lw-High refractive idex dielectric materials V.V. Elyuti.A. Butt S.N. Khia Samara Natial Research Uiversity 34 skvske Shsse 443086 Samara Russia Image Prcessig Systems Istitute Brach

More information

Motor Stability. Plateau and Mesa Burning

Motor Stability. Plateau and Mesa Burning Mtr Stability Recall mass cservati fr steady erati ( =cstat) m eit m b b r b s r m icr m eit Is this cditi (it) stable? ly if rmally use.3

More information

Pipe Networks - Hardy Cross Method Page 1. Pipe Networks

Pipe Networks - Hardy Cross Method Page 1. Pipe Networks Pie Netwrks - Hardy Crss etd Page Pie Netwrks Itrducti A ie etwrk is a itercected set f ies likig e r mre surces t e r mre demad (delivery) its, ad ca ivlve ay umber f ies i series, bracig ies, ad arallel

More information

Unit -2 THEORY OF DILUTE SOLUTIONS

Unit -2 THEORY OF DILUTE SOLUTIONS Uit - THEORY OF DILUTE SOLUTIONS 1) hat is sluti? : It is a hmgeus mixture f tw r mre cmpuds. ) hat is dilute sluti? : It is a sluti i which slute ccetrati is very less. 3) Give a example fr slid- slid

More information

Characteristics of helical flow in slim holes and calculation of hydraulics for ultra-deep wells

Characteristics of helical flow in slim holes and calculation of hydraulics for ultra-deep wells 6 Pet.Sci.(00)7:6-3 DOI 0.007/s8-00-006-8 Characteristics f helical flw i slim hles ad calculati f hydraulics fr ultra-deep wells Fu Jiahg, Yag Yu, Che Pig ad Zha Jihai 3 State Key Labratry f Oil ad Gas

More information

Frequency-Domain Study of Lock Range of Injection-Locked Non- Harmonic Oscillators

Frequency-Domain Study of Lock Range of Injection-Locked Non- Harmonic Oscillators 0 teratial Cferece mage Visi ad Cmputig CVC 0 PCST vl. 50 0 0 ACST Press Sigapre DO: 0.776/PCST.0.V50.6 Frequecy-Dmai Study f Lck Rage f jecti-lcked N- armic Oscillatrs Yushi Zhu ad Fei Yua Departmet f

More information

Claude Elysée Lobry Université de Nice, Faculté des Sciences, parc Valrose, NICE, France.

Claude Elysée Lobry Université de Nice, Faculté des Sciences, parc Valrose, NICE, France. CHAOS AND CELLULAR AUTOMATA Claude Elysée Lbry Uiversité de Nice, Faculté des Scieces, parc Valrse, 06000 NICE, Frace. Keywrds: Chas, bifurcati, cellularautmata, cmputersimulatis, dyamical system, ifectius

More information

Spontaneous and stimulated emission tuning characteristics. of a Josephson junction in a microcavity

Spontaneous and stimulated emission tuning characteristics. of a Josephson junction in a microcavity Sptaeus ad stimulated emissi tuig characteristics f a sephs jucti i a micrcavity Adrea T. seph, Rbi Whitig ad Rger Adrews Departmet f Physics, Uiversity f the West dies, St. Augustie, Triidad ad Tbag radrews@fas.uwi.tt

More information

Directional Duality Theory

Directional Duality Theory Suther Illiis Uiversity Carbdale OpeSIUC Discussi Papers Departmet f Ecmics 2004 Directial Duality Thery Daiel Primt Suther Illiis Uiversity Carbdale Rlf Fare Oreg State Uiversity Fllw this ad additial

More information

AFILTERED KINETIC ENERGY PRESERVING FINITE VOLUMES SCHEME

AFILTERED KINETIC ENERGY PRESERVING FINITE VOLUMES SCHEME Cferece Mdellig Fluid Flw (CMFF 12) The 15 th Iteratial Cferece Fluid Flw Techlgies Budapest, Hugary, September 4-7, 2012 AFILTERED KINETIC ENERGY PRESERVING FINITE VOLUMES SCHEME FOR COMPRESSIBLE FLOWS

More information

ANALOG FILTERS. C. Sauriol. Algonquin College Ottawa, Ontario

ANALOG FILTERS. C. Sauriol. Algonquin College Ottawa, Ontario LOG ILT By. auril lgqui llege Ottawa, Otari ev. March 4, 003 TBL O OTT alg ilters TIO PI ILT. irst-rder lw-pass filter- -4. irst-rder high-pass filter- 4-6 3. ecd-rder lw-pass filter- 6-4. ecd-rder bad-pass

More information

Fluctuating Groundwater Flow in Homogeneous Finite Porous Domain

Fluctuating Groundwater Flow in Homogeneous Finite Porous Domain The SIJ Trasactis Cmputer Sciece Egieerig & its Applicatis (CSEA), Vl. 4, N. 3, July 6 Fluctuatig rudwater Flw i Hmgeeus Fiite Prus Dmai Nyambae Zachary Nyakudi*, Mathew Kiyaui** & Jhaa K Sigey*** *Departmet

More information

Journal of Applied and Computational Mechanics, Vol. 3, No. 1, (2017), DOI: /jacm

Journal of Applied and Computational Mechanics, Vol. 3, No. 1, (2017), DOI: /jacm Jural f Applied ad Cmputatial echaics, Vl., N., (7), -79 DOI:.55/jacm.7. Therm-mechaical liear vibrati aalysis f fluidcveyig structures subjected t differet budary cditis usig Galerki-Newt-Harmic balacig

More information

Rates and Mechanisms of Chemical Reactions

Rates and Mechanisms of Chemical Reactions Rates ad Mechaisms f Chemical Reactis Why sme rxs prceed very fast ad thers require days, mths r eve years t prduce a detectable amt f prduct? H (g) + F (g) HF (g) (very fast) 3 H (g) + N (g) NH 3 (g)

More information

On the structure of space-time and matter as obtained from the Planck scale by period doubling in three and four dimensions

On the structure of space-time and matter as obtained from the Planck scale by period doubling in three and four dimensions O the structure f space-time ad matter as btaied frm the Plack scale by perid dublig i three ad fur dimesis Ari Leht Helsiki Uiversity f Techlgy Labratry f Materials Sciece P.O. Bx 600, FIN-0150 HUT Oe

More information

8.0 Negative Bias Temperature Instability (NBTI)

8.0 Negative Bias Temperature Instability (NBTI) EE650R: Reliability Physics f Naelectric Devices Lecture 8: Negative Bias Temerature Istability Date: Se 27 2006 Class Ntes: Vijay Rawat Reviewed by: Saakshi Gagwal 8.0 Negative Bias Temerature Istability

More information

K [f(t)] 2 [ (st) /2 K A GENERALIZED MEIJER TRANSFORMATION. Ku(z) ()x) t -)-I e. K(z) r( + ) () (t 2 I) -1/2 e -zt dt, G. L. N. RAO L.

K [f(t)] 2 [ (st) /2 K A GENERALIZED MEIJER TRANSFORMATION. Ku(z) ()x) t -)-I e. K(z) r( + ) () (t 2 I) -1/2 e -zt dt, G. L. N. RAO L. Iterat. J. Math. & Math. Scl. Vl. 8 N. 2 (1985) 359-365 359 A GENERALIZED MEIJER TRANSFORMATION G. L. N. RAO Departmet f Mathematics Jamshedpur C-perative Cllege f the Rachi Uiversity Jamshedpur, Idia

More information

2. Before we answer the question, here are four important terms relating to redox reactions and galvanic cells.

2. Before we answer the question, here are four important terms relating to redox reactions and galvanic cells. CHAPTER SEVENTEEN ELECTROCHEMISTRY Fr Review 1. Electrchemistry is the study f the iterchage f chemical ad electrical eergy. A redx (xidati-reducti) reacti is a reacti i which e r mre electrs are trasferred.

More information

On the affine nonlinearity in circuit theory

On the affine nonlinearity in circuit theory O the affie liearity i circuit thery Emauel Gluski The Kieret Cllege the Sea f Galilee; ad Ort Braude Cllege (Carmiel), Israel. gluski@ee.bgu.ac.il; http://www.ee.bgu.ac.il/~gluski/ E. Gluski, O the affie

More information

Lecture 21: Signal Subspaces and Sparsity

Lecture 21: Signal Subspaces and Sparsity ECE 830 Fall 00 Statistical Sigal Prcessig istructr: R. Nwak Lecture : Sigal Subspaces ad Sparsity Sigal Subspaces ad Sparsity Recall the classical liear sigal mdel: X = H + w, w N(0, where S = H, is a

More information

Lecture 18. MSMPR Crystallization Model

Lecture 18. MSMPR Crystallization Model ecture 18. MSMPR Crystalliati Mdel MSMPR Crystalliati Mdel Crystal-Ppulati alace - Number f crystals - Cumulative umber f crystals - Predmiat crystal sie - Grwth rate MSMPR Crystalliati Mdel Mixed-suspesi,

More information

Matching a Distribution by Matching Quantiles Estimation

Matching a Distribution by Matching Quantiles Estimation Jural f the America Statistical Assciati ISSN: 0162-1459 (Prit) 1537-274X (Olie) Jural hmepage: http://www.tadflie.cm/li/uasa20 Matchig a Distributi by Matchig Quatiles Estimati Niklas Sgurpuls, Qiwei

More information

DEPARTMENT OF ELECTRICAL ENGINEERING DIT UNIVERSITY HIGH VOLTAGE ENGINEERING

DEPARTMENT OF ELECTRICAL ENGINEERING DIT UNIVERSITY HIGH VOLTAGE ENGINEERING DEPARTMENT F ELECTRICAL ENGINEERING HIGH VLTAGE ENGINEERING UNIT 1: BREAKDWN IN GASES 1.) Itrducti: I mder times, high vltages are used fr a wide variety f applicatis cverig the pwer systems, idustry ad

More information

An Electrostatic Catastrophe Machine as an Attosecond Pulse Generator

An Electrostatic Catastrophe Machine as an Attosecond Pulse Generator Optics ad Phtics Jural, 014, 4, 337-345 Published Olie December 014 i SciRes. http://www.scirp.rg/jural/pj http://dx.di.rg/10.436/pj.014.41034 A Electrstatic Catastrphe Machie as a Attsecd Pulse Geeratr

More information

REGRESSION (Physics 1210 Notes, Partial Modified Appendix A)

REGRESSION (Physics 1210 Notes, Partial Modified Appendix A) REGRESSION (Physics 0 Notes, Partial Modified Appedix A) HOW TO PERFORM A LINEAR REGRESSION Cosider the followig data poits ad their graph (Table I ad Figure ): X Y 0 3 5 3 7 4 9 5 Table : Example Data

More information

Chapter 5. Root Locus Techniques

Chapter 5. Root Locus Techniques Chapter 5 Rt Lcu Techique Itrducti Sytem perfrmace ad tability dt determied dby cled-lp l ple Typical cled-lp feedback ctrl ytem G Ope-lp TF KG H Zer -, - Ple 0, -, - K Lcati f ple eaily fud Variati f

More information

SECTION 2 Electrostatics

SECTION 2 Electrostatics SECTION Electrostatics This sectio, based o Chapter of Griffiths, covers effects of electric fields ad forces i static (timeidepedet) situatios. The topics are: Electric field Gauss s Law Electric potetial

More information

Identical Particles. We would like to move from the quantum theory of hydrogen to that for the rest of the periodic table

Identical Particles. We would like to move from the quantum theory of hydrogen to that for the rest of the periodic table We wuld like t ve fr the quatu thery f hydrge t that fr the rest f the peridic table Oe electr at t ultielectr ats This is cplicated by the iteracti f the electrs with each ther ad by the fact that the

More information

Active redundancy allocation in systems. R. Romera; J. Valdés; R. Zequeira*

Active redundancy allocation in systems. R. Romera; J. Valdés; R. Zequeira* Wrkig Paper -6 (3) Statistics ad Ecmetrics Series March Departamet de Estadística y Ecmetría Uiversidad Carls III de Madrid Calle Madrid, 6 893 Getafe (Spai) Fax (34) 9 64-98-49 Active redudacy allcati

More information

ALL INDIA TEST SERIES

ALL INDIA TEST SERIES AIT-FT-V-(Paper-) PM(l)-JEE(Advaced)/5 FIITJEE tudets Frm All Prgrams have agged 3 i Tp, 66 i Tp ad 7 i Tp 5 All Idia Raks. FIITJEE Perfrmace i JEE (Advaced), : 5 FIITJEE tudets frm assrm / Itegrated chl

More information

.-. ;::;> -,-~ ~ ~..--~-~=~-~ ;~~~ ~ -= ~ -l (. ~.~ _~~J&fiH~l_ L._.

.-. ;::;> -,-~ ~ ~..--~-~=~-~ ;~~~ ~ -= ~ -l (. ~.~ _~~J&fiH~l_ L._. :z:...~':j..li~j.t~.. ~~_._._._'...._.u.lf:tdt OA~..M~~. -.--.-.~,.~... ~~~t(.-. ;::;> -,-~ ~---- --..-- _.~~.~ _ _. mu _ ~~)rt/.~~'!.... --P l~;---~_~~:'~~i~"fuk -- --_.- lv~vf4-t J'tt',.. 5-- - --.-~..--~-~=~-~

More information

Mean residual life of coherent systems consisting of multiple types of dependent components

Mean residual life of coherent systems consisting of multiple types of dependent components Mea residual life f cheret systems csistig f multiple types f depedet cmpets Serka Eryilmaz, Frak P.A. Cle y ad Tahai Cle-Maturi z February 20, 208 Abstract Mea residual life is a useful dyamic characteristic

More information

, the random variable. and a sample size over the y-values 0:1:10.

, the random variable. and a sample size over the y-values 0:1:10. Lecture 3 (4//9) 000 HW PROBLEM 3(5pts) The estimatr i (c) f PROBLEM, p 000, where { } ~ iid bimial(,, is 000 e f the mst ppular statistics It is the estimatr f the ppulati prprti I PROBLEM we used simulatis

More information

BC Calculus Review Sheet. converges. Use the integral: L 1

BC Calculus Review Sheet. converges. Use the integral: L 1 BC Clculus Review Sheet Whe yu see the wrds.. Fid the re f the uuded regi represeted y the itegrl (smetimes f ( ) clled hriztl imprper itegrl).. Fid the re f differet uuded regi uder f() frm (,], where

More information

Optimum Sizing of a PV-Battery-Diesel Hybrid System for Remote Consumers

Optimum Sizing of a PV-Battery-Diesel Hybrid System for Remote Consumers Third Iteratial Cferece Applied Eergy - 16-18 May 2011 - Perugia, Italy Dimitris Zafirakis, Ksmas Kavadias, Emilia Kdili, Jh Kaldellis Optimum Sizig f a PV-battery-Diesel Hybrid System fr Remte Csumers

More information

General Chemistry 1 (CHEM1141) Shawnee State University Fall 2016

General Chemistry 1 (CHEM1141) Shawnee State University Fall 2016 Geeral Chemistry 1 (CHEM1141) Shawee State Uiversity Fall 2016 September 23, 2016 Name E x a m # I C Please write yur full ame, ad the exam versi (IC) that yu have the scatr sheet! Please 0 check the bx

More information

Portfolio Performance Evaluation in a Modified Mean-Variance-Skewness Framework with Negative Data

Portfolio Performance Evaluation in a Modified Mean-Variance-Skewness Framework with Negative Data Available lie at http://idea.srbiau.ac.ir It. J. Data Evelpmet Aalysis (ISSN 345-458X) Vl., N.3, Year 04 Article ID IJDEA-003,3 pages Research Article Iteratial Jural f Data Evelpmet Aalysis Sciece ad

More information

Comparative analysis of bayesian control chart estimation and conventional multivariate control chart

Comparative analysis of bayesian control chart estimation and conventional multivariate control chart America Jural f Theretical ad Applied Statistics 3; ( : 7- ublished lie Jauary, 3 (http://www.sciecepublishiggrup.cm//atas di:.648/.atas.3. Cmparative aalysis f bayesia ctrl chart estimati ad cvetial multivariate

More information

Distributed Trajectory Generation for Cooperative Multi-Arm Robots via Virtual Force Interactions

Distributed Trajectory Generation for Cooperative Multi-Arm Robots via Virtual Force Interactions 862 IEEE TRANSACTIONS ON SYSTEMS, MAN, AND CYBERNETICS PART B: CYBERNETICS, VOL. 27, NO. 5, OCTOBER 1997 Distributed Trajectry Geerati fr Cperative Multi-Arm Rbts via Virtual Frce Iteractis Tshi Tsuji,

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

Electrochemistry Redox Half-Reactions

Electrochemistry Redox Half-Reactions Electrchemistry Electrchemistry deals with the relatiship betwee chemical chage ad electricity Electrchemical s (tw types) Galvaic s use a sptaeus ( G < 0) reacti t prduce electricity (batteries) Electrlytic

More information

International Journal of Solids and Structures

International Journal of Solids and Structures Iteratial Jural f Slids ad Structures 48 (211) 29 216 Ctets lists available at ScieceDirect Iteratial Jural f Slids ad Structures jural hmepage: www.elsevier.cm/lcate/ijslstr Micrmechaical mdelig f smart

More information

Unifying the Derivations for. the Akaike and Corrected Akaike. Information Criteria. from Statistics & Probability Letters,

Unifying the Derivations for. the Akaike and Corrected Akaike. Information Criteria. from Statistics & Probability Letters, Uifyig the Derivatis fr the Akaike ad Crrected Akaike Ifrmati Criteria frm Statistics & Prbability Letters, Vlume 33, 1997, pages 201{208. by Jseph E. Cavaaugh Departmet f Statistics, Uiversity f Missuri,

More information

Wavelet Video with Unequal Error Protection Codes in W-CDMA System and Fading Channels

Wavelet Video with Unequal Error Protection Codes in W-CDMA System and Fading Channels Wavelet Vide with Uequal Errr Prtecti Cdes i W-CDMA System ad Fadig Chaels MINH HUNG LE ad RANJITH LIYANA-PATHIRANA Schl f Egieerig ad Idustrial Desig Cllege f Sciece, Techlgy ad Evirmet Uiversity f Wester

More information

Review for cumulative test

Review for cumulative test Hrs Math 3 review prblems Jauary, 01 cumulative: Chapters 1- page 1 Review fr cumulative test O Mday, Jauary 7, Hrs Math 3 will have a curse-wide cumulative test cverig Chapters 1-. Yu ca expect the test

More information