Calculation of Interfacial Properties of Binary Mixtures Containing Polar and Non-polar Components
|
|
- Myrtle Hancock
- 5 years ago
- Views:
Transcription
1 Calculaton of Interfacal Propertes of nary Mxtures Contanng Polar and Non-polar Components STRCT Oscar Gabrel Nño mézquta 1, Sabne Enders 1 * 1 TU erln, Ernst Reuter Platz 1, D-157 erln, Germany * Correspondng author: Sabne.Enders@tu-berln.de Carbon doxde (CO ) s a component that has become a central role for the ndustry nowadays. Not only s ths compound of wde use for certan applcatons (.e. supercrtcal extracton processes) but also plays an mportant role n global warmng. Therefore, the understandng of the phenomena related wth ths molecule s of great mportance. Furthermore, the accurate modellng of ts mxtures may not only have a postve effect on techncal modellng, but also on economcal revenue n several applcatons. Ths paper focuses on the understandng of phase and nterfacal behavour of CO mxtures. These mxtures may appear n petrochemcal processes lke the enhanced ol recovery or n carbon capture and storage systems [1]. Recently [, 3,,], a method was suggested to predct the surface tenson of non-polar mxtures wth help of the densty gradent theory [5] n very good agreement wth expermental data. The proposed methodology uses a suted equaton of state (EOS), namely the polar perturbed chan statstcal assocaton flud theory (PCP-SFT EOS) [6], for calculaton or predcton of the phase behavour and nterfacal propertes of a gven mxture. Ths model allows to take nto account the quadrupole moment of CO, resultng n mprovements for the modellng of propertes of pure CO and ts mxtures [, 3, ]. Wth help of ths theoretcal background t s possble to make use of the densty gradent theory for predcton of nterfacal tenson of CO n mxtures. Some examples (CO + methane, CO + benzene and CO + toluene) of these mxtures wll then be presented and compared wth expermental data from the lterature, f avalable. INTRODUCTION esdes the phase behavour the nterfacal propertes play an mportant role n process desgn. Ths s especally true n the feld of ol- and gas gatherng. In order to reduce the global warmng effect carbon doxde (CO ) can pressed nto the ol- or/and gas reservor. From the economcal pont of vew the nterfacal tenson between the carbon doxde and the ol- or/and gas phase, and hence the necessary pressure s essental nformaton for the system. For ths reason the modellng of thermodynamc propertes of mxtures contanng CO are of great nterest [7,, 9]. Prevous works [, 3, ] have suggested a method to predct the surface tenson of non-polar and polar-non polar mxtures based on the densty gradent theory (DGT) [5] n very good agreement wth expermental data. In ths case, the most mportant feature of CO s the quadrupole moment. The present paper ams to further applcaton of the theoretcal framework for the followng CO contanng mxtures: CO + methane, CO + benzene and CO + toluene, where the PCP-SFT [6] s used. THEORY The densty gradent theory was frst proposed by van der Waals [1] and further developed from Cahn-Hllard for pure substances [5] and extended by Poser and Sanchez [11] to bnary 1/1
2 mxtures. The core of the theory les on calculaton of the nterfacal propertes based on bulkpropertes of the bnary mxture and the surface tenson of the pure component. DENSITY GRDIENT THEORY Pure Components The DGT [5] descrbes the thermodynamc propertes of a system where an nterface exsts between two equlbrum phases. On the nterface between lqud and gas phases n thermodynamc equlbrum only the densty vares contnuously from the bulk lqud L V densty,, to the vapour densty,. ssumng that the densty gradent s small compared wth the recprocal of the ntermolecular dstance allows the densty and ts dervatves to handle as ndependent varables. Ths means that the Helmholtz free energy F for a system wth an nterface can be obtaned by expandng the Helmholtz free energy F n a Taylor seres about the equlbrum bulk state. Followng Cahn and Hllard [5], the surface tenson, σ, for a planar surface reads: V σ = κ ω( ) d (1 ) L The nterfacal tenson s thus proportonal to the Helmholtz free energy densty, ω ( ), of homogeneous flud. Ths quantty s also called grand thermodynamc potental. ω can be represented as the vertcal dstance between the curve of Geometrcally, ( ) f ( ) versus and a straght lne touchng f ( ) and at the vapour and lqud denstes, V. ddtonally, the nfluence parameter κ of the pure substance has to be known. The densty profle, ( z) n the drecton perpendcular to the nterface, s descrbed wth help of the followng equaton: L κ z = z + d ( ) ω( ) z and represent an arbtrarly chosen orgn and composton. The z -orgn can be L V arbtrarly located, for example, at a densty of ( ) / +. dstance z may be determned for any lyng between the bulk denstes by means of numercal evaluaton of the ntegral. efore any nterfacal propertes can be computed, t s necessary to fnd the thermodynamc equlbrum denstes between whch the nterface s formed. The denstes of the vapour and the lqud phase can be calculated at a gven temperature and pressure. fter ths, the expressons (Eqs. 1 and ) permt calculaton of surface tensons and densty profles f κ and ω are known. The nfluence parameter, κ, has a molecular theoretcal defnton [5] but s not usually calculable. Thus, t s treated as a parameter of the flud n the same sprt as /1
3 the parameter of sem emprcal models. Equatons of state (PCP-SFT) wll be used to evaluate ω and explaned n a further secton. nary Mxtures The frst step durng the calculaton of any nterfacal propertes s the calculaton of the equlbrum of the two phases, between whch the nterface beng consdered. Such calculatons are carred out by equatng the chemcal potentals and the pressures n both coexstng phases. The Cahn - Hllard Theory [5] descrbes the thermodynamc propertes of a system where an nterface exsts between two flud phases. In contrast to systems of pure components, n bnary mxtures not only the densty but also the composton changes through the nterface. In order to take both effects nto account we defne the partal denstes,. = X ( =, ) (3 ) Usually, the thermodynamc quanttes of bnary systems at constant temperature are functons of densty and composton, expressed by mole fracton (e.g. Helmholtz energy F X. pplyng Eq. 3 the thermodynamc functons can be rewrtten as functons of both ( ), partal denstes (e.g. (, ) F ). Usng a smlar procedure lke Cahn and Hllard [5], to calculate the nterfacal tenson of an planar nterface, Poser and Sanchez [11] worked out a, wthn the nterface. The method that consder the change of two varables ( ) nterfacal tenson between two flud phases n equlbrum reads [11]: II 1/ ' (, ) d I σ = κ ω ( ) The value of κ ' results from the nfluence parameters of the pure components, κ. Same as n ω, s defned as the grand thermodynamc potental. the case of a pure substance ( ) I II The lmts of ntegraton and are the partal denstes n the coexstng phases and can be obtaned by Eq. 3. κ ' s gven by: d d κ ' = κ + κ + κ d d (5 ) The κ -parameters can be ftted to one expermental surface tenson. The parameter κ can be calculated usng geometrcal average of the pure component parameters: κ = κ κ (6 ) Eq. 6 allows the predcton of surface tensons of the mxtures based on the surface tenson of ω, s then: the pure components. The grand thermodynamc potental ( ) 3/1
4 I I (, ) ( ) F(, ) (, ) (, ) I I I = µ (, ) µ (, ) ω = + µ µ + p ( ) I I I I Eq. (7 ) The quantty chemcal potentals, Eq. p s the equlbrum pressure. The Helmholtz free energy, F, and the µ, can be obtaned by an equaton of state, f the quanttes and are known. Therefore, the calculaton of ω (, ) needs the knowledge of to each value of wthn the nterface. Ths dependence conforms to the densty profles through the nterface. The mnmsaton of the nterfacal tenson leads to the followng system of equatons to calculate the denstes at each value of z, the drecton perpendcular to the nterface [11]. ω (, ) = κ κ + z z ( ) ω (, ) = κ κ + z z (9 ) The soluton of ths system of equatons represents the profles of the partal denstes, ( z) and ( z), durng the nterface. The use of the geometrcal mxng rule for κ (Eq. 6 ) shows notceable smplfcatons [11]. In ths case the system of equatons (Eqs. and 9 ) reduce to one algebrac equaton: ω(, ) ω(, ) κ = κ (1 ) The applcaton of Eq. 1 n Eqs. and 9 leads to followng relaton: I I ( (, ) ) = ( (, ) ) κ µ µ κ µ µ (11 ) Ths expresson shows the combnaton of the partal denstes and n one expresson. t constant phase equlbrum temperature Eq. 11 has two varables, and. If the value of s chosen as a samplng pont wthn the nterface, to calculate the ntegral Eq. the correspondng value can estmate n a way, that Eq. 11 s fulflled. fter ths, the grand ω, can be evaluated wth Eq. 7 at every samplng pont. thermodynamc potental ( ) The dfferental rato n Eq. s then gven at each value. Durng the dervaton of Eq. the coordnates transformaton from the locaton space to the densty space was used [11]. The ntegraton of ths transformaton permts the calculaton of the densty: /1
5 ( z) κ ' z = z + d (1 ) ω(, ) ( zo ) whereas κ ' s gven n Eq. 5 and z represents an arbtrarly chosen orgn. nother mportant quantty whch can be dervng from the densty profles s the thckness of the nterface. Ths thckness s thermodynamcally not exactly defned. In order to specfy a physcally value the 1/9-rule, gven by Lekner and Henderson[1] can be used. PCP-SFT-EOS The PCP-SFT-EOS [6] s a further development of the PC-SFT-EOS [13]. In ths model the chan-length dependence of the attractve (dspersve) nteractons s also taken nto account. hard-chan flud serves as a reference for the perturbaton theory, dfferng from sphercal molecules as n the orgnal SFT verson. Molecules are conceved as chans composed of sphercal segments. The par potental for the segment of a chan s gven by a modfed square-well potental. ased on the Werthem's thermodynamc perturbaton theory [1, 15], the attractve nteractons are treated as a perturbaton of the reference system. The equaton of state s gven has then an deal gas contrbuton (d), a hard-chan contrbuton (hc), and a perturbaton contrbuton, whch accounts for the attractve nteractons (dsp), a contrbuton arsng from the self- or cross-assocaton of polar molecules (assoc) and addtonally a contrbuton takng polar nteractons (polar) nto account: d hc dsp assoc polar f = f + f + f + f + f (13 ) For a non- assocatng substance ths EOS contans three pure-component parameters: the segment dameter (σ ), the nteracton energy related to the dsperson nteracton (ε ), and the number of segments ( m ). The parameters can be ftted usng vapour pressure and lqud denstes. More detals can be found n the papers of Gross and Sadowsk [13]. polar The heart of the PCP-SFT-EOS s the new addtonal term f n Eq. 13. In order to derve an expresson for ths quantty the startng pont s the Padé- approxmaton n terms of the Helmholtz energy: polar f f / RT RT RT 1 / quadrupole = = (1 ) 3 wth and 3 as the second-order and thrd-order perturbaton terms, respectvely. Gross [6] suggested for these terms the followng expressons: RT K QQ 3 QQ = K η J,11 = K 3η J3,111 RT 7 ε σ Q 1 ε σ Q 3 * 3 6 * = K 3 3 = 3 6 m1d 1 ( k ) T ( kt ) m1 d1 (15 ) 5/1
6 where Q * Q 1 s the reduced quadrupole moment and reads: 1 Q = (16 ) 19 * km1ε 1σ 1 where the quadrupole moment Q s measured n 1-6 erg 1/ *cm 5/ and k s the oltzmannconstant. QQ QQ The expresson for the calculaton of the quanttes J,11 and J 3,111 occurrng n Eq. 15 can be found n the lterature [6]. For the applcaton of the equatons of state to mxtures made from the component and j mxng rules must be specfed. The perturbaton theory of aker and Henderson makes use of an average radal dstrbuton functon and thus treats the segments of a chan as ndstngushable. Wthn ths concept, a rgorous applcaton of the perturbaton theory to a mxture s n prncple possble. However, the mathematcal expressons are not avalable n analytcal form. Therefore, two mxng rules were used for the applcaton of the PCP-SFT to mxtures, namely: 1 σ = ( σ + σ j ) ε = ( 1 kj ) εε j (17 ) where k j s a bnary nteracton parameter. The bnary nteracton parameter wll be ftted to phase equlbrum data. RESULTS Pure Components Frst the phase equlbrum of the pure substances was calculated and the surface tenson was taken from the lterature []. The ftted nfluence parameters are lsted n Table 1. Table 1: Influence parameter κ for components usng PCP-SFT. Pure component 1 κ [Jm 5 /mol ] Source Methane [] enzene 3.99 Ths work Toluene 31.9 [] Carbon doxde.37 [] The nfluence parameters taken from prevous works [, ] for the gven substances have proved to be able to descrbe the temperature dependence of the surface tenson of pure components. Only n the case of benzene t s necessary to ft ths parameter to one sngle pont at one temperature. Results of the surface tenson curve wth the gven nfluence parameter from Table 1 are shown n Fgure 1. The expermental behavour can be accurately reproduced wth help of the DGT usng PCP-SFT EOS. 6/1
7 5 σ [mn/m] T [K] Fgure 1: Expermental (squares [16]) and predcted surface tenson (sold lne) for benzene usng PC- SFT-EOS wth κ=3.99*1 [Jm 5 /mol ]. nary Mxtures In order to descrbe the phase behavour of a bnary mxture the bnary nteracton parameter k (Eq. 17 ) has to be specfed. Ths s done va the calculaton of the bnary phase dagram j and comparson wth the expermental data gven n the lterature. Usng the ftted k j from the phase equlbrum and n combnaton wth the ftted nfluence parameters of the pure components, κ, the nterfacal tenson of the bnary mxture can be predcted. Prevous works [, ] have shown the ablty of the combnaton of the DGT wth PCP-SFT to descrbe and predct CO mxtures wth n-alkanes and cycloalkanes; however, no aromatc molecules have been taken nto account n the theoretcal framework. Fgure depcts the vapour-lqud equlbrum for the mxture CO + benzene, at one temperature below and two above the crtcal temperature of CO and comparsons to data taken from the lterature [17, 1]. No bnary nteracton parameter s needed n ths case, showng the predctve power of the equaton of state. For a comparson, the prevous verson wthout ncluson of polar nteractons requres a k j value of. [6]. Gross dscussed also a quadrupole moment for benzene and the nteracton of the quadrupole moments of CO and benzene. Ths stuaton requres a k j =. n order to reach agreement wth the data measures by endale et al. [1]. From these results t can be concluded that the ncorporaton of the quadrupole moment for CO s suffcent for an accurate descrpton of the VLE for the system CO + benzene. 7/1
8 1 1 P [MPa] X CO Fgure : Expermental and calculated VLE applyng PCP-SFT wth k j = of the system CO + benzene at T=9.15K (stars [17] + broken lne), at T=313.15K (squares [17] and sold lne) and at 37,5K (trangles [1] and dotted lne). σ [mn/m] X L CO Fgure 3: Expermental (squares [19]) and predcted (sold lne) surface tenson applyng PCP-SFT wth k j =. of the system CO + benzene at T=3K. The next step s the calculaton of the surface tenson for ths system. Fgure 3 shows a comparson between expermental data [19] and calculaton made wth the DGT n combnaton wth PCP-SFT at 3K. The theoretcal framework does a good job n predctng surface tenson of these mxtures made from polar and non-polar substances. For some applcatons the queston about the densty- and the composton gradent wthn the surface arse. The advantage of the modellng tool les n the possblty to calculate nterfacal propertes, lke the densty profles of both components wthn the nterface, whch are not accessble by experments. The densty profle can be calculated usng Eq. 1. Fgure depcts the partal densty of both components wthn the surface at three dfferent lqud /1
9 phase bulk-concentratons and at 3K. t 3K CO has a hgher vapour pressure than benzene. ecause of ths, the densty profle of CO runs through a maxmum n the nterface. Ths phenomenon s called relatve enrchment n the nterface. The densty profle of benzene shows the typcal tanh-shape. Relatve enrchment can play an mportant role as hndrance aganst the mass transfer over the nterface. CO [mol/dm 3 ] benzene for X L CO =. benzene for X L CO =.5 benzene for X L CO =.6 CO for X L CO =. CO for X L CO =.5 CO for X L CO = z [nm] Fgure : Predcted partal densty profles for the system CO + benzene at T=3K usng the densty gradent theory wth PCP-SFT-EOS (k j =). 6 benzene [mol/dm 3 ] d [nm] d [nm] 1,,,,6, X L CO X L CO Fgure 5: Predcted thckness of the nterface for the system CO + benzene at T=3K usng the densty gradent theory wth PCP-SFT-EOS (k j =). ddtonally, the hgher CO content n the mxture leads to a broader nterface, as shown n Fgure 5, because wth ncreasng concentraton one approaches the crtcal pont. Per defnton, the length of the nterface has to become nfnte at ths pont, snce there are no two phases anymore. The DGT has an enormous potental n ndustral processes, snce t can use propertes of the pure components n order to predct nterfacal propertes of mxtures, where expermental 9/1
10 data may be scarce. We center n ths work the predcton of surface tenson for two mxtures: CO methane and CO toluene. For the last mxture values of the bnary nteracton parameter k j are avalable n the lterature [6]. Fgure 6 shows the vapour-lqud equlbrum curve for the system CO + toluene wth k j =.3. greement between calculated and expermental VLE s excellent, as already stated n prevous works from Gross [6]. Wth help of the VLE data t s now possble to make a predcton of the surface tenson of the mxture. Ths s presented n Fgure 7. Expermental data for ths mxture s not avalable n the lterature; however, t s possble to say, based on prevous analyss of the mxtures, that at least a qualtatve and very lkely a quanttatve agreement wth the real surface tenson can be expected. P [MPa] X CO Fgure 6: Expermental (squares []) and calculated (sold lne) VLE of the mxture CO + toluene usng PCP-SFT-EOS wth k j =.3 at 3K. 3 5 σ [mn/m] X L CO Fgure 7: Predcted surface tenson of the mxture CO + toluene usng PCP-SFT-EOS at 3K. 1/1
11 The mxture CO + methane s of great mportance n ndustral processes, snce t can emulate equlbrum of a mxture of carbon doxde wth natural gas (predomnantly methane). Therefore, t s of nterest to see predctons of the nterfacal propertes for ths mxture. s usual, t s frst needed to know the bnary nteracton parameter for the system. Fgure depcts the calculated VLE data. Wth help of ths we can be able to predct the surface tenson of the mxture. Prevous works [] have shown a good agreement for mxtures wth n-alkanes. Therefore, t s expected that these predctons may be accurate n descrbng the behavour of the surface tenson at several temperatures. P [MPa] x methane Fgure : Expermental [1] and calculated vapour-lqud equlbrum of the system CO and methane at dfferent temperatures (squares and sold lne T=3 K, stars and dotted lne T=5K, trangles and broken lne T=7K) usng PCP-SFT wth k j = σ [mn/m] x L methane Fgure 9: Predcted surface tenson of the system CO and methane at dfferent temperature (sold lne: 3K, dotted lne: 5K, broken lne: 7K) usng PCP-SFT. 11/1
12 SUMMRY In summary, the proposed model s able to predct the nterfacal tenson of bnary mxtures made from CO + benzene close to the expermental data, whereas n our model only the quadrupole moment of CO s taken nto account. Unfortunately, for the other two consdered mxtures, namely CO + methane and CO + toluene no expermental data are avalable. Nevertheless, the theoretcal framework can be used to predct the surface tenson as functon of composton, temperature and pressure. ddtonally, the theory gves useful nformaton, lke the relatve enrchment n the nterface, whch s not accessble by experments. Ths effect occur always f the vapour pressures of the two pure components at the system temperature are strong dfferent. The component havng the hgher vapor pressure wll always enrch n the nterface. REFERENCES 1. OLDENURG, C.M., PRUESS, K., ENSON, S.M., Energy Fuels 15, 1, 93.. NINO-MEZQUIT, O.G., ENDERS, S., JEGER, P.T.; EGGERS, R., Ind. Eng. Chem. Res. 9, 1, NINO-MEZQUIT, O.G., ENDERS, S., JEGER, P.T., EGGERS, R., J. of Supercrtcal Fluds 55, 1, 7.. NINO-MEZQUIT, O.G., ENDERS, S., Computer ded Chemcal Engneerng, 1, CHN, J.W., HILLIRD, J.E., J. Chem. Phys., 195, GROSS, J., IChE J. 51, 5, FU, D., LING, L., LI, X.S., YN, S., LIO, T., Ind. Eng. Chem. Res. 5, 6, 36.. FU, D., WIE, Y., Ind. Eng. Chem. Res. 7,, MÜLLER, E.., MEJI,., Flud Phase Equlbra, 9, VN DER WLS, J.D., Z. Phys. Chem. 13, 19, POSER, C.I., SNCHEZ, I.C., Macromolecules 1, 191, LEKNER, J., HENDERSON, J., Physca. 9, 197, GROSS, J., SDOWSKI, G., Ind. Eng. Chem. Res., 1, WERTHEIM, M.S., J. Stat. Phys., 196, WERTHEIM, M.S., J. Chem. Phys. 7, 197, WOHLFRTH, CH, WOHLFRTH,., n M.D. Lechner (Ed.) Numercal Data and Functonal Relatonshps n Scence and Technology, Vol. 16 Surface Tenson of Pure Lquds and nary Lqud Mxtures, n Landoldt-örnsten, New Seres Group IV Physcal Chemstry, Sprnger Verlag erln, Hedelberg, OHGKI, K., KTYM, T., J. Chem. Eng. Data 1, 1976, ENDLE, P.G., ENICK, R.M, Flud Phase Equlb. 9, 199, NGRJN, N., ROINSON, R. L., JR.: J. Chem. Eng. Data 3, 197, FINK, S.D., HERSHEY, H.C., Ind. Eng. Chem. Res. 9, 199, DVLOS, J., NDERSON, W.R., PHELPS, R.E., KIDNY,.J., J. Chem. Eng. Data 1, 1976, 1. 1/1
Introduction to Vapor/Liquid Equilibrium, part 2. Raoult s Law:
CE304, Sprng 2004 Lecture 4 Introducton to Vapor/Lqud Equlbrum, part 2 Raoult s Law: The smplest model that allows us do VLE calculatons s obtaned when we assume that the vapor phase s an deal gas, and
More informationOpen Systems: Chemical Potential and Partial Molar Quantities Chemical Potential
Open Systems: Chemcal Potental and Partal Molar Quanttes Chemcal Potental For closed systems, we have derved the followng relatonshps: du = TdS pdv dh = TdS + Vdp da = SdT pdv dg = VdP SdT For open systems,
More informationI wish to publish my paper on The International Journal of Thermophysics. A Practical Method to Calculate Partial Properties from Equation of State
I wsh to publsh my paper on The Internatonal Journal of Thermophyscs. Ttle: A Practcal Method to Calculate Partal Propertes from Equaton of State Authors: Ryo Akasaka (correspondng author) 1 and Takehro
More informationSolution Thermodynamics
Soluton hermodynamcs usng Wagner Notaton by Stanley. Howard Department of aterals and etallurgcal Engneerng South Dakota School of nes and echnology Rapd Cty, SD 57701 January 7, 001 Soluton hermodynamcs
More informationNUMERICAL DIFFERENTIATION
NUMERICAL DIFFERENTIATION 1 Introducton Dfferentaton s a method to compute the rate at whch a dependent output y changes wth respect to the change n the ndependent nput x. Ths rate of change s called the
More informationSupplementary Notes for Chapter 9 Mixture Thermodynamics
Supplementary Notes for Chapter 9 Mxture Thermodynamcs Key ponts Nne major topcs of Chapter 9 are revewed below: 1. Notaton and operatonal equatons for mxtures 2. PVTN EOSs for mxtures 3. General effects
More informationELASTIC WAVE PROPAGATION IN A CONTINUOUS MEDIUM
ELASTIC WAVE PROPAGATION IN A CONTINUOUS MEDIUM An elastc wave s a deformaton of the body that travels throughout the body n all drectons. We can examne the deformaton over a perod of tme by fxng our look
More informationMODELING THE HIGH-PRESSURE BEHAVIOR OF BINARY MIXTURES OF CARBON DIOXIDE+ALKANOLS USING AN EXCESS FREE ENERGY MIXING RULE
Brazlan Journal of Chemcal Engneerng ISSN 0104-6632 Prnted n Brazl Vol. 21, No. 04, pp. 659-666, October - December 04 MODELING THE HIGH-PRESSURE BEHAVIOR OF BINARY MIXTURES OF CARBON DIOXIDE+ALKANOLS
More informationLecture. Polymer Thermodynamics 0331 L Chemical Potential
Prof. Dr. rer. nat. habl. S. Enders Faculty III for Process Scence Insttute of Chemcal Engneerng Department of Thermodynamcs Lecture Polymer Thermodynamcs 033 L 337 3. Chemcal Potental Polymer Thermodynamcs
More informationEquation of State Modeling of Phase Equilibrium in the Low-Density Polyethylene Process
Equaton of State Modelng of Phase Equlbrum n the Low-Densty Polyethylene Process H. Orbey, C. P. Boks, and C. C. Chen Ind. Eng. Chem. Res. 1998, 37, 4481-4491 Yong Soo Km Thermodynamcs & Propertes Lab.
More informationIf two volatile and miscible liquids are combined to form a solution, Raoult s law is not obeyed. Use the experimental data in Table 9.
9.9 Real Solutons Exhbt Devatons from Raoult s Law If two volatle and mscble lquds are combned to form a soluton, Raoult s law s not obeyed. Use the expermental data n Table 9.3: Physcal Chemstry 00 Pearson
More informationEnergy, Entropy, and Availability Balances Phase Equilibria. Nonideal Thermodynamic Property Models. Selecting an Appropriate Model
Lecture 4. Thermodynamcs [Ch. 2] Energy, Entropy, and Avalablty Balances Phase Equlbra - Fugactes and actvty coeffcents -K-values Nondeal Thermodynamc Property Models - P-v-T equaton-of-state models -
More informationAssignment 4. Adsorption Isotherms
Insttute of Process Engneerng Assgnment 4. Adsorpton Isotherms Part A: Compettve adsorpton of methane and ethane In large scale adsorpton processes, more than one compound from a mxture of gases get adsorbed,
More informationA Self-Consistent Gibbs Excess Mixing Rule for Cubic Equations of State: derivation and fugacity coefficients
A Self-Consstent Gbbs Excess Mxng Rule for Cubc Equatons of State: dervaton and fugacty coeffcents Paula B. Staudt, Rafael de P. Soares Departamento de Engenhara Químca, Escola de Engenhara, Unversdade
More informationInductance Calculation for Conductors of Arbitrary Shape
CRYO/02/028 Aprl 5, 2002 Inductance Calculaton for Conductors of Arbtrary Shape L. Bottura Dstrbuton: Internal Summary In ths note we descrbe a method for the numercal calculaton of nductances among conductors
More informationUniversity of Washington Department of Chemistry Chemistry 453 Winter Quarter 2015
Lecture 2. 1/07/15-1/09/15 Unversty of Washngton Department of Chemstry Chemstry 453 Wnter Quarter 2015 We are not talkng about truth. We are talkng about somethng that seems lke truth. The truth we want
More informationWeek3, Chapter 4. Position and Displacement. Motion in Two Dimensions. Instantaneous Velocity. Average Velocity
Week3, Chapter 4 Moton n Two Dmensons Lecture Quz A partcle confned to moton along the x axs moves wth constant acceleraton from x =.0 m to x = 8.0 m durng a 1-s tme nterval. The velocty of the partcle
More informationThermodynamics General
Thermodynamcs General Lecture 1 Lecture 1 s devoted to establshng buldng blocks for dscussng thermodynamcs. In addton, the equaton of state wll be establshed. I. Buldng blocks for thermodynamcs A. Dmensons,
More informationThree-Phase Distillation in Packed Towers: Short-Cut Modelling and Parameter Tuning
European Symposum on Computer Arded Aded Process Engneerng 15 L. Pugjaner and A. Espuña (Edtors) 2005 Elsever Scence B.V. All rghts reserved. Three-Phase Dstllaton n Packed Towers: Short-Cut Modellng and
More informationChapter 13: Multiple Regression
Chapter 13: Multple Regresson 13.1 Developng the multple-regresson Model The general model can be descrbed as: It smplfes for two ndependent varables: The sample ft parameter b 0, b 1, and b are used to
More informationLINEAR REGRESSION ANALYSIS. MODULE IX Lecture Multicollinearity
LINEAR REGRESSION ANALYSIS MODULE IX Lecture - 30 Multcollnearty Dr. Shalabh Department of Mathematcs and Statstcs Indan Insttute of Technology Kanpur 2 Remedes for multcollnearty Varous technques have
More informationUncertainty in measurements of power and energy on power networks
Uncertanty n measurements of power and energy on power networks E. Manov, N. Kolev Department of Measurement and Instrumentaton, Techncal Unversty Sofa, bul. Klment Ohrdsk No8, bl., 000 Sofa, Bulgara Tel./fax:
More informationChapter 11: Simple Linear Regression and Correlation
Chapter 11: Smple Lnear Regresson and Correlaton 11-1 Emprcal Models 11-2 Smple Lnear Regresson 11-3 Propertes of the Least Squares Estmators 11-4 Hypothess Test n Smple Lnear Regresson 11-4.1 Use of t-tests
More informationTransfer Functions. Convenient representation of a linear, dynamic model. A transfer function (TF) relates one input and one output: ( ) system
Transfer Functons Convenent representaton of a lnear, dynamc model. A transfer functon (TF) relates one nput and one output: x t X s y t system Y s The followng termnology s used: x y nput output forcng
More informationNumerical Heat and Mass Transfer
Master degree n Mechancal Engneerng Numercal Heat and Mass Transfer 06-Fnte-Dfference Method (One-dmensonal, steady state heat conducton) Fausto Arpno f.arpno@uncas.t Introducton Why we use models and
More informationModule 3 LOSSY IMAGE COMPRESSION SYSTEMS. Version 2 ECE IIT, Kharagpur
Module 3 LOSSY IMAGE COMPRESSION SYSTEMS Verson ECE IIT, Kharagpur Lesson 6 Theory of Quantzaton Verson ECE IIT, Kharagpur Instructonal Objectves At the end of ths lesson, the students should be able to:
More information2016 Wiley. Study Session 2: Ethical and Professional Standards Application
6 Wley Study Sesson : Ethcal and Professonal Standards Applcaton LESSON : CORRECTION ANALYSIS Readng 9: Correlaton and Regresson LOS 9a: Calculate and nterpret a sample covarance and a sample correlaton
More informationMass Transfer Processes
Mass Transfer Processes S. Majd Hassanzadeh Department of Earth Scences Faculty of Geoscences Utrecht Unversty Outlne: 1. Measures of Concentraton 2. Volatlzaton and Dssoluton 3. Adsorpton Processes 4.
More informationIndeterminate pin-jointed frames (trusses)
Indetermnate pn-jonted frames (trusses) Calculaton of member forces usng force method I. Statcal determnacy. The degree of freedom of any truss can be derved as: w= k d a =, where k s the number of all
More informationRobert Eisberg Second edition CH 09 Multielectron atoms ground states and x-ray excitations
Quantum Physcs 量 理 Robert Esberg Second edton CH 09 Multelectron atoms ground states and x-ray exctatons 9-01 By gong through the procedure ndcated n the text, develop the tme-ndependent Schroednger equaton
More informationSIMPLE LINEAR REGRESSION
Smple Lnear Regresson and Correlaton Introducton Prevousl, our attenton has been focused on one varable whch we desgnated b x. Frequentl, t s desrable to learn somethng about the relatonshp between two
More informationElectrical double layer: revisit based on boundary conditions
Electrcal double layer: revst based on boundary condtons Jong U. Km Department of Electrcal and Computer Engneerng, Texas A&M Unversty College Staton, TX 77843-318, USA Abstract The electrcal double layer
More informationNAME and Section No. it is found that 0.6 mol of O
NAME and Secton No. Chemstry 391 Fall 7 Exam III KEY 1. (3 Ponts) ***Do 5 out of 6***(If 6 are done only the frst 5 wll be graded)*** a). In the reacton 3O O3 t s found that.6 mol of O are consumed. Fnd
More informationUniversity of Washington Department of Chemistry Chemistry 452/456 Summer Quarter 2014
Lecture 16 8/4/14 Unversty o Washngton Department o Chemstry Chemstry 452/456 Summer Quarter 214. Real Vapors and Fugacty Henry s Law accounts or the propertes o extremely dlute soluton. s shown n Fgure
More informationWeek 9 Chapter 10 Section 1-5
Week 9 Chapter 10 Secton 1-5 Rotaton Rgd Object A rgd object s one that s nondeformable The relatve locatons of all partcles makng up the object reman constant All real objects are deformable to some extent,
More informationComparison of Regression Lines
STATGRAPHICS Rev. 9/13/2013 Comparson of Regresson Lnes Summary... 1 Data Input... 3 Analyss Summary... 4 Plot of Ftted Model... 6 Condtonal Sums of Squares... 6 Analyss Optons... 7 Forecasts... 8 Confdence
More informationA Solution of the Harry-Dym Equation Using Lattice-Boltzmannn and a Solitary Wave Methods
Appled Mathematcal Scences, Vol. 11, 2017, no. 52, 2579-2586 HIKARI Ltd, www.m-hkar.com https://do.org/10.12988/ams.2017.79280 A Soluton of the Harry-Dym Equaton Usng Lattce-Boltzmannn and a Soltary Wave
More informationPHYS 705: Classical Mechanics. Calculus of Variations II
1 PHYS 705: Classcal Mechancs Calculus of Varatons II 2 Calculus of Varatons: Generalzaton (no constrant yet) Suppose now that F depends on several dependent varables : We need to fnd such that has a statonary
More informationQ e E i /k B. i i i i
Water and Aqueous Solutons 3. Lattce Model of a Flud Lattce Models Lattce models provde a mnmalst, or coarse-graned, framework for descrbng the translatonal, rotatonal, and conformatonal degrees of freedom
More informationCHAPTER 14 GENERAL PERTURBATION THEORY
CHAPTER 4 GENERAL PERTURBATION THEORY 4 Introducton A partcle n orbt around a pont mass or a sphercally symmetrc mass dstrbuton s movng n a gravtatonal potental of the form GM / r In ths potental t moves
More informationFUZZY FINITE ELEMENT METHOD
FUZZY FINITE ELEMENT METHOD RELIABILITY TRUCTURE ANALYI UING PROBABILITY 3.. Maxmum Normal tress Internal force s the shear force, V has a magntude equal to the load P and bendng moment, M. Bendng moments
More informationUncertainty and auto-correlation in. Measurement
Uncertanty and auto-correlaton n arxv:1707.03276v2 [physcs.data-an] 30 Dec 2017 Measurement Markus Schebl Federal Offce of Metrology and Surveyng (BEV), 1160 Venna, Austra E-mal: markus.schebl@bev.gv.at
More informationand Statistical Mechanics Material Properties
Statstcal Mechancs and Materal Propertes By Kuno TAKAHASHI Tokyo Insttute of Technology, Tokyo 15-855, JAPA Phone/Fax +81-3-5734-3915 takahak@de.ttech.ac.jp http://www.de.ttech.ac.jp/~kt-lab/ Only for
More informationAdiabatic Sorption of Ammonia-Water System and Depicting in p-t-x Diagram
Adabatc Sorpton of Ammona-Water System and Depctng n p-t-x Dagram J. POSPISIL, Z. SKALA Faculty of Mechancal Engneerng Brno Unversty of Technology Techncka 2, Brno 61669 CZECH REPUBLIC Abstract: - Absorpton
More informationx = , so that calculated
Stat 4, secton Sngle Factor ANOVA notes by Tm Plachowsk n chapter 8 we conducted hypothess tests n whch we compared a sngle sample s mean or proporton to some hypotheszed value Chapter 9 expanded ths to
More informationModule 3: Element Properties Lecture 1: Natural Coordinates
Module 3: Element Propertes Lecture : Natural Coordnates Natural coordnate system s bascally a local coordnate system whch allows the specfcaton of a pont wthn the element by a set of dmensonless numbers
More information1. Mean-Field Theory. 2. Bjerrum length
1. Mean-Feld Theory Contnuum models lke the Posson-Nernst-Planck equatons are mean-feld approxmatons whch descrbe how dscrete ons are affected by the mean concentratons c and potental φ. Each on mgrates
More informationDETERMINATION OF CO 2 MINIMUM MISCIBILITY PRESSURE USING SOLUBILITY PARAMETER
DETERMINATION OF CO 2 MINIMUM MISCIBILITY PRESSURE USING SOLUBILITY PARAMETER Rocha, P. S. 1, Rbero, A. L. C. 2, Menezes, P. R. F. 2, Costa, P. U. O. 2, Rodrgues, E. A. 2, Costa, G. M. N. 2 *, glora.costa@unfacs.br,
More informationCinChE Problem-Solving Strategy Chapter 4 Development of a Mathematical Model. formulation. procedure
nhe roblem-solvng Strategy hapter 4 Transformaton rocess onceptual Model formulaton procedure Mathematcal Model The mathematcal model s an abstracton that represents the engneerng phenomena occurrng n
More informationPhysics 5153 Classical Mechanics. Principle of Virtual Work-1
P. Guterrez 1 Introducton Physcs 5153 Classcal Mechancs Prncple of Vrtual Work The frst varatonal prncple we encounter n mechancs s the prncple of vrtual work. It establshes the equlbrum condton of a mechancal
More information/ n ) are compared. The logic is: if the two
STAT C141, Sprng 2005 Lecture 13 Two sample tests One sample tests: examples of goodness of ft tests, where we are testng whether our data supports predctons. Two sample tests: called as tests of ndependence
More informationPhysics 5153 Classical Mechanics. D Alembert s Principle and The Lagrangian-1
P. Guterrez Physcs 5153 Classcal Mechancs D Alembert s Prncple and The Lagrangan 1 Introducton The prncple of vrtual work provdes a method of solvng problems of statc equlbrum wthout havng to consder the
More informationTemperature. Chapter Heat Engine
Chapter 3 Temperature In prevous chapters of these notes we ntroduced the Prncple of Maxmum ntropy as a technque for estmatng probablty dstrbutons consstent wth constrants. In Chapter 9 we dscussed the
More informationSTATISTICAL MECHANICAL ENSEMBLES 1 MICROSCOPIC AND MACROSCOPIC VARIABLES PHASE SPACE ENSEMBLES. CHE 524 A. Panagiotopoulos 1
CHE 54 A. Panagotopoulos STATSTCAL MECHACAL ESEMBLES MCROSCOPC AD MACROSCOPC ARABLES The central queston n Statstcal Mechancs can be phrased as follows: f partcles (atoms, molecules, electrons, nucle,
More informationLNG CARGO TRANSFER CALCULATION METHODS AND ROUNDING-OFFS
CARGO TRANSFER CALCULATION METHODS AND ROUNDING-OFFS CONTENTS 1. Method for determnng transferred energy durng cargo transfer. Calculatng the transferred energy.1 Calculatng the gross transferred energy.1.1
More informationAdsorption: A gas or gases from a mixture of gases or a liquid (or liquids) from a mixture of liquids is bound physically to the surface of a solid.
Searatons n Chemcal Engneerng Searatons (gas from a mxture of gases, lquds from a mxture of lquds, solds from a soluton of solds n lquds, dssolved gases from lquds, solvents from gases artally/comletely
More informationWorkshop: Approximating energies and wave functions Quantum aspects of physical chemistry
Workshop: Approxmatng energes and wave functons Quantum aspects of physcal chemstry http://quantum.bu.edu/pltl/6/6.pdf Last updated Thursday, November 7, 25 7:9:5-5: Copyrght 25 Dan Dll (dan@bu.edu) Department
More informationSupplemental document
Electronc Supplementary Materal (ESI) for Physcal Chemstry Chemcal Physcs. Ths journal s the Owner Socetes 01 Supplemental document Behnam Nkoobakht School of Chemstry, The Unversty of Sydney, Sydney,
More informationThermodynamics II. Department of Chemical Engineering. Prof. Kim, Jong Hak
Thermodynamcs II Department of Chemcal Engneerng Prof. Km, Jong Hak Soluton Thermodynamcs : theory Obectve : lay the theoretcal foundaton for applcatons of thermodynamcs to gas mxture and lqud soluton
More informationLecture 12: Discrete Laplacian
Lecture 12: Dscrete Laplacan Scrbe: Tanye Lu Our goal s to come up wth a dscrete verson of Laplacan operator for trangulated surfaces, so that we can use t n practce to solve related problems We are mostly
More informationStructure and Property Prediction of Sub- and Super-Critical Water
Structure and Property Predcton of Sub- and Super-Crtcal Water Hassan Touba and G.Al Mansoor Department of Chemcal Engneerng, Unversty of Illnos at Chcago, (M/C 63), Chcago, Illnos 667-75, U.S.A. Paper
More informationχ x B E (c) Figure 2.1.1: (a) a material particle in a body, (b) a place in space, (c) a configuration of the body
Secton.. Moton.. The Materal Body and Moton hyscal materals n the real world are modeled usng an abstract mathematcal entty called a body. Ths body conssts of an nfnte number of materal partcles. Shown
More informationTHE IGNITION PARAMETER - A quantification of the probability of ignition
THE IGNITION PARAMETER - A quantfcaton of the probablty of ton INFUB9-2011 Topc: Modellng of fundamental processes Man author Nels Bjarne K. Rasmussen Dansh Gas Technology Centre (DGC) NBR@dgc.dk Co-author
More informationNON-CENTRAL 7-POINT FORMULA IN THE METHOD OF LINES FOR PARABOLIC AND BURGERS' EQUATIONS
IJRRAS 8 (3 September 011 www.arpapress.com/volumes/vol8issue3/ijrras_8_3_08.pdf NON-CENTRAL 7-POINT FORMULA IN THE METHOD OF LINES FOR PARABOLIC AND BURGERS' EQUATIONS H.O. Bakodah Dept. of Mathematc
More informationPhysics 53. Rotational Motion 3. Sir, I have found you an argument, but I am not obliged to find you an understanding.
Physcs 53 Rotatonal Moton 3 Sr, I have found you an argument, but I am not oblged to fnd you an understandng. Samuel Johnson Angular momentum Wth respect to rotatonal moton of a body, moment of nerta plays
More informationMA 323 Geometric Modelling Course Notes: Day 13 Bezier Curves & Bernstein Polynomials
MA 323 Geometrc Modellng Course Notes: Day 13 Bezer Curves & Bernsten Polynomals Davd L. Fnn Over the past few days, we have looked at de Casteljau s algorthm for generatng a polynomal curve, and we have
More informationChapter 9: Statistical Inference and the Relationship between Two Variables
Chapter 9: Statstcal Inference and the Relatonshp between Two Varables Key Words The Regresson Model The Sample Regresson Equaton The Pearson Correlaton Coeffcent Learnng Outcomes After studyng ths chapter,
More informationGlobal Sensitivity. Tuesday 20 th February, 2018
Global Senstvty Tuesday 2 th February, 28 ) Local Senstvty Most senstvty analyses [] are based on local estmates of senstvty, typcally by expandng the response n a Taylor seres about some specfc values
More informationProblem Set 9 Solutions
Desgn and Analyss of Algorthms May 4, 2015 Massachusetts Insttute of Technology 6.046J/18.410J Profs. Erk Demane, Srn Devadas, and Nancy Lynch Problem Set 9 Solutons Problem Set 9 Solutons Ths problem
More informationModule 1 : The equation of continuity. Lecture 1: Equation of Continuity
1 Module 1 : The equaton of contnuty Lecture 1: Equaton of Contnuty 2 Advanced Heat and Mass Transfer: Modules 1. THE EQUATION OF CONTINUITY : Lectures 1-6 () () () (v) (v) Overall Mass Balance Momentum
More informationSolution Thermodynamics
CH2351 Chemcal Engneerng Thermodynamcs II Unt I, II www.msubbu.n Soluton Thermodynamcs www.msubbu.n Dr. M. Subramanan Assocate Professor Department of Chemcal Engneerng Sr Svasubramanya Nadar College of
More informationGouy-Chapman model (1910) The double layer is not as compact as in Helmholtz rigid layer.
CHE465/865, 6-3, Lecture 1, 7 nd Sep., 6 Gouy-Chapman model (191) The double layer s not as compact as n Helmholtz rgd layer. Consder thermal motons of ons: Tendency to ncrease the entropy and make the
More informationDUE: WEDS FEB 21ST 2018
HOMEWORK # 1: FINITE DIFFERENCES IN ONE DIMENSION DUE: WEDS FEB 21ST 2018 1. Theory Beam bendng s a classcal engneerng analyss. The tradtonal soluton technque makes smplfyng assumptons such as a constant
More informationANSWERS. Problem 1. and the moment generating function (mgf) by. defined for any real t. Use this to show that E( U) var( U)
Econ 413 Exam 13 H ANSWERS Settet er nndelt 9 deloppgaver, A,B,C, som alle anbefales å telle lkt for å gøre det ltt lettere å stå. Svar er gtt . Unfortunately, there s a prntng error n the hnt of
More information(1) The saturation vapor pressure as a function of temperature, often given by the Antoine equation:
CE304, Sprng 2004 Lecture 22 Lecture 22: Topcs n Phase Equlbra, part : For the remander of the course, we wll return to the subject of vapor/lqud equlbrum and ntroduce other phase equlbrum calculatons
More informationEVALUATION OF THE VISCO-ELASTIC PROPERTIES IN ASPHALT RUBBER AND CONVENTIONAL MIXES
EVALUATION OF THE VISCO-ELASTIC PROPERTIES IN ASPHALT RUBBER AND CONVENTIONAL MIXES Manuel J. C. Mnhoto Polytechnc Insttute of Bragança, Bragança, Portugal E-mal: mnhoto@pb.pt Paulo A. A. Perera and Jorge
More informationCOMPOSITE BEAM WITH WEAK SHEAR CONNECTION SUBJECTED TO THERMAL LOAD
COMPOSITE BEAM WITH WEAK SHEAR CONNECTION SUBJECTED TO THERMAL LOAD Ákos Jósef Lengyel, István Ecsed Assstant Lecturer, Professor of Mechancs, Insttute of Appled Mechancs, Unversty of Mskolc, Mskolc-Egyetemváros,
More informationCredit Card Pricing and Impact of Adverse Selection
Credt Card Prcng and Impact of Adverse Selecton Bo Huang and Lyn C. Thomas Unversty of Southampton Contents Background Aucton model of credt card solctaton - Errors n probablty of beng Good - Errors n
More informationGeneral Thermodynamics for Process Simulation. Dr. Jungho Cho, Professor Department of Chemical Engineering Dong Yang University
General Thermodynamcs for Process Smulaton Dr. Jungho Cho, Professor Department of Chemcal Engneerng Dong Yang Unversty Four Crtera for Equlbra μ = μ v Stuaton α T = T β α β P = P l μ = μ l1 l 2 Thermal
More informationa for save as PDF Chemistry 163B Introduction to Multicomponent Systems and Partial Molar Quantities
a for save as PDF Chemstry 163B Introducton to Multcomponent Systems and Partal Molar Quanttes 1 the problem of partal mmolar quanttes mx: 10 moles ethanol C 2 H 5 OH (580 ml) wth 1 mole water H 2 O (18
More informationInner Product. Euclidean Space. Orthonormal Basis. Orthogonal
Inner Product Defnton 1 () A Eucldean space s a fnte-dmensonal vector space over the reals R, wth an nner product,. Defnton 2 (Inner Product) An nner product, on a real vector space X s a symmetrc, blnear,
More information3.1 Expectation of Functions of Several Random Variables. )' be a k-dimensional discrete or continuous random vector, with joint PMF p (, E X E X1 E X
Statstcs 1: Probablty Theory II 37 3 EPECTATION OF SEVERAL RANDOM VARIABLES As n Probablty Theory I, the nterest n most stuatons les not on the actual dstrbuton of a random vector, but rather on a number
More informationOne-sided finite-difference approximations suitable for use with Richardson extrapolation
Journal of Computatonal Physcs 219 (2006) 13 20 Short note One-sded fnte-dfference approxmatons sutable for use wth Rchardson extrapolaton Kumar Rahul, S.N. Bhattacharyya * Department of Mechancal Engneerng,
More informationSPANC -- SPlitpole ANalysis Code User Manual
Functonal Descrpton of Code SPANC -- SPltpole ANalyss Code User Manual Author: Dale Vsser Date: 14 January 00 Spanc s a code created by Dale Vsser for easer calbratons of poston spectra from magnetc spectrometer
More informationChapter 6. Supplemental Text Material
Chapter 6. Supplemental Text Materal S6-. actor Effect Estmates are Least Squares Estmates We have gven heurstc or ntutve explanatons of how the estmates of the factor effects are obtaned n the textboo.
More informationKernel Methods and SVMs Extension
Kernel Methods and SVMs Extenson The purpose of ths document s to revew materal covered n Machne Learnng 1 Supervsed Learnng regardng support vector machnes (SVMs). Ths document also provdes a general
More informationThis column is a continuation of our previous column
Comparson of Goodness of Ft Statstcs for Lnear Regresson, Part II The authors contnue ther dscusson of the correlaton coeffcent n developng a calbraton for quanttatve analyss. Jerome Workman Jr. and Howard
More informationUNIFAC. Documentation. DDBSP Dortmund Data Bank Software Package
UNIFAC Documentaton DDBSP Dortmund Data Ban Software Pacage DDBST Dortmund Data Ban Software & Separaton Technology GmbH Mare-Cure-Straße 10 D-26129 Oldenburg Tel.: +49 441 361819 0 Fax: +49 441 361819
More informationSection 8.3 Polar Form of Complex Numbers
80 Chapter 8 Secton 8 Polar Form of Complex Numbers From prevous classes, you may have encountered magnary numbers the square roots of negatve numbers and, more generally, complex numbers whch are the
More informationLecture 4. Macrostates and Microstates (Ch. 2 )
Lecture 4. Macrostates and Mcrostates (Ch. ) The past three lectures: we have learned about thermal energy, how t s stored at the mcroscopc level, and how t can be transferred from one system to another.
More informationLinear Regression Analysis: Terminology and Notation
ECON 35* -- Secton : Basc Concepts of Regresson Analyss (Page ) Lnear Regresson Analyss: Termnology and Notaton Consder the generc verson of the smple (two-varable) lnear regresson model. It s represented
More informationNegative Binomial Regression
STATGRAPHICS Rev. 9/16/2013 Negatve Bnomal Regresson Summary... 1 Data Input... 3 Statstcal Model... 3 Analyss Summary... 4 Analyss Optons... 7 Plot of Ftted Model... 8 Observed Versus Predcted... 10 Predctons...
More information2 Finite difference basics
Numersche Methoden 1, WS 11/12 B.J.P. Kaus 2 Fnte dfference bascs Consder the one- The bascs of the fnte dfference method are best understood wth an example. dmensonal transent heat conducton equaton T
More informationDETERMINATION OF TEMPERATURE DISTRIBUTION FOR ANNULAR FINS WITH TEMPERATURE DEPENDENT THERMAL CONDUCTIVITY BY HPM
Ganj, Z. Z., et al.: Determnaton of Temperature Dstrbuton for S111 DETERMINATION OF TEMPERATURE DISTRIBUTION FOR ANNULAR FINS WITH TEMPERATURE DEPENDENT THERMAL CONDUCTIVITY BY HPM by Davood Domr GANJI
More informationmodeling of equilibrium and dynamic multi-component adsorption in a two-layered fixed bed for purification of hydrogen from methane reforming products
modelng of equlbrum and dynamc mult-component adsorpton n a two-layered fxed bed for purfcaton of hydrogen from methane reformng products Mohammad A. Ebrahm, Mahmood R. G. Arsalan, Shohreh Fatem * Laboratory
More informationCSci 6974 and ECSE 6966 Math. Tech. for Vision, Graphics and Robotics Lecture 21, April 17, 2006 Estimating A Plane Homography
CSc 6974 and ECSE 6966 Math. Tech. for Vson, Graphcs and Robotcs Lecture 21, Aprl 17, 2006 Estmatng A Plane Homography Overvew We contnue wth a dscusson of the major ssues, usng estmaton of plane projectve
More informationLecture 7: Boltzmann distribution & Thermodynamics of mixing
Prof. Tbbtt Lecture 7 etworks & Gels Lecture 7: Boltzmann dstrbuton & Thermodynamcs of mxng 1 Suggested readng Prof. Mark W. Tbbtt ETH Zürch 13 März 018 Molecular Drvng Forces Dll and Bromberg: Chapters
More informationCHAPTER 5 NUMERICAL EVALUATION OF DYNAMIC RESPONSE
CHAPTER 5 NUMERICAL EVALUATION OF DYNAMIC RESPONSE Analytcal soluton s usually not possble when exctaton vares arbtrarly wth tme or f the system s nonlnear. Such problems can be solved by numercal tmesteppng
More informationCHEMICAL ENGINEERING
Postal Correspondence GATE & PSUs -MT To Buy Postal Correspondence Packages call at 0-9990657855 1 TABLE OF CONTENT S. No. Ttle Page no. 1. Introducton 3 2. Dffuson 10 3. Dryng and Humdfcaton 24 4. Absorpton
More information1) Silicon oxide has a typical surface potential in an aqueous medium of ϕ,0
1) Slcon oxde has a typcal surface potental n an aqueous medum of ϕ, = 7 mv n 5 mm l at ph 9. Whch concentraton of catons do you roughly expect close to the surface? What s the average dstance between
More information