Republic of Korea , tel.: , fax: D Mainz, Germany. D Köln, Germany

Size: px
Start display at page:

Download "Republic of Korea , tel.: , fax: D Mainz, Germany. D Köln, Germany"

Transcription

1 EFFECT OF THE PHASE BEHAVIOUR OF SOLVENT- ANTISOLVENT SYSTEMS IN GAS-ANTISOLVENT CRYSTALLISATION A. Weber 1) *, L. V. Yelash 2), T. Kraska 3), R. Küel 4) 1) Goshen BoTech Inc., 83-2 Wolun-r, Waboo-eup, Nayangu-s, Kyongg-do, Republc of Korea , eal: tel.: , fax: ) Insttute of Physcs, Johannes-Gutenberg-Unverstät of Manz, Staudnger Weg 7, D Manz, Gerany 3) Departent of Physcal Chestry, Unversty Cologne, Luxeburger Str. 116, D Köln, Gerany 4) Fraunhofer-Insttute for Envronental-, Safety- and Energy-Technology, Osterfelder Str. 3, D Oberhausen, Gerany Crystallsaton processes usng supercrtcal CO 2 as an antsolvent have been shown to be feasble for edu and large scale applcatons n the past years. However, the developent of concrete applcatons stll requres a lot of experental and theoretcal work based on detaled experence n the feld. Here we dscuss soe effects based on ternary phase equlbra aed at crystallsng paracetaol. A calculaton ethod for the proper choce of the solvent s proposed, based on a global phase dagra ethod. INTRODUCTION Gas-Antsolvent Crystallsaton (GAS) was ntroduced n the 1980 s as a laboratory-scale ethod and has ganed a lot of nterest n the context wth the producton of crystallne solds havng adustable orphologcal propertes [1]. The prncple of ths technque s based upon the pressursaton of a lqud soluton wth a gas, whch dssolves n the lqud phase thus causng the precptaton of the solute fro the soluton. In recent years, results of plot-scale applcatons have shown that ths process s readly applcable also on a larger scale. The developent of applcatons, however, stll requres a lot of experental work and theoretcal analyss n order to obtan the requred process data. Frst coparatve studes of gas antsolvent crystallsaton were ntated by Kordkowsk et al. They easured the volue expanson of lqud solvents as a result of the uptake of the antsolvent for dfferent solvent-antsolvent systes and deduced a close relatonshp wth solute solubltes [2]. The studes of de la Fuente Badlla et al. lead to a ore descrptve expresson of the volue behavour of the lqud phase based on a therodynac descrpton [3,4] capable of predctng an optu pressure range for the crystallsaton. An even ore thorough analyss has been carred out by Kkc et al. on well deterned systes contanng naphthalene and phenanthrene dssolved n toluene and carbon doxde [5,6]. The proposed odel s capable of predctng solublty curves of the solutes wth good accuracy and can be appled ether for S-L-V or S-L1-L2-V phase behavour occurrng at dfferent syste teperatures. In practce, t would be favourable to derve a ethod to predct the phase behavour as well as the sold solublty of a less known ternary syste wthout runnng great nubers of experents n order to fnd sutable solvents or ether solvent xtures.

2 METHODS Ternary phase equlbru calculaton The phase equlbru between solvent and antsolvent s one key factor to nfluence the gas antsolvent crystallzaton process snce t fxes the axu attanable supersaturaton by the equlbru concentraton of each of the coponents of the syste. It can be descrbed by cubc equatons of state and depcted n phase dagras. Wthn ths work, the Peng-Robnson equaton (1) was used for odellng the phase behavour of the nvestgated substances [7]. RT p = V b V a( T) ( V + b) b( V b) (1) Here, V s the olar volue, R s the gas constant, T the teperature and p the pressure. The paraeters a and b are specfc paraeters of the substance whch can be calculated fro the crtcal data T c and p c. For xtures of substances, the bnary attracton paraeters were calculated by the Lorentz-Berthelot cobnng rules. ( k ) a = x x a a 1 (2) ( l ) b = x x b b 1 (3) The Peng-Robnson equaton s not able to descrbe the fugacty of sold coponents. Hence, the fugacty of a vrtual sub-cooled lqud state s calculated for the sold phase and corrected by eans of a Clapeyron-type approach. ln f s = ln f l H + R tr 1 Ttr 1 T (4) Here f s s the fugacty of the sold, H tr the enthalpy of fuson at the trple pont and T tr the trple pont teperature. Acceptng a sall devaton, the noral eltng pont teperature T and heat of fuson H can be used nstead of the values at the trple pont. For calculatng the sold-lqud-gas equlbru of a three-coponent syste contanng a sold, a lqud and a gaseous substance, a set of nonlnear equatons has to be solved sultaneously as descrbed n ore detal elsewhere [8, 9] or deduced by other authors [5, 10]. In order to be able to predct the propertes wth the odel, all avalable substance-related paraeters have been taken fro lterature data. Snce crtcal paraeters and acentrc factors are ust avalable for a few sold substances only, they had to be deterned by group contrbuton ethods [11]. The nteracton paraeters k and l n the xng rules were also taken fro publshed data of bnary systes [12,13,14]. The nteracton paraeters between solds and solvents were deterned fro the solublty at abent condtons. Hence the only paraeter left to ft easured solublty data was the nteracton paraeter between sold and gas. For paracetaol T s K and H has a value of 27.1 kj/ol [15,16]. The solublty data was easured on a dynac solublty setup descrbed n detal elsewhere [8]. Vewcell experents were carred out on a vewcell wth varable volue (NWA Lörrach, Gerany).

3 In addton to the analyss of the phase behavour based on px-dagras the global phase dagra ethod can be eployed to estate the usefulness of a specfc solvent-antsolvent xture for the GAS process. In global phase dagras ratos of the olecular nteracton paraeters such as the van der Waals attracton paraeter a are plotted rather than therodynac varables. In such dagras the regons of dfferent type of phase behavour are separated by therodynac boundary curves. The boundary curve of nterest n the context of ths work s the trcrtcal curve. It separates phase dagra types wth and wthout a lqudlqud-gas three phase coexstence usually located close to the crtcal pont of the ore volatle substance, whch s here the antsolvent CO 2. RESULTS Based upon the above assuptons, systes lke paracetaol/ethanol/co 2 and ascorbc acd/ethanol/co 2 could be descrbed reasonably well, despte these systes contan polar substances. It was possble to keep constant values for the nteracton paraeters over the regarded teperature range. Furtherore, the odel was able to predct a phase splt of the syste paracetaol/ethanol/co 2, whch could be verfed n vew cell experents. Fgure 1a) shows the solublty of paracetaol n the ternary syste dependng on the CO 2 pressure. Whle at 313K the solublty curve s not an unabguous functon for pressures above 7.5 MPa, the bup at 323 K and above 10 MPa clearly ndcates a lqud-lqud scblty regon. The behavour of the syste becoes clearer by lookng at the denstes of the correspondng phases. Fgure 2 shows an enlarged plot of the solublty curve at 313K above 7.0 MPa and the calculated densty of the flud phases. The dscontnuty of the densty functon for the lqud phase acknowledges a phase splt at a pressure above 7.5 MPa. The correspondng phases can be regarded as lqud, due to ther denstes between 800 and 900 g/d 3 at the desgnated teperature and pressure, and show a dfferent solublty of paracetaol. Gas-phase and l 2 -phase eet n a bnary crtcal pont at a pressure of 8.2 MPa showng a densty of 450 g/d 3. The phase behavour of ths ternary syste resebles the type IV behavour of a correspondng quas-bnary syste. a) b) Fgure 1: Solublty curves of paracetaol n ethanol/co2 at 313K (sold lne) and 323K (broken lne) (a), n acetone/co 2 at 313 K (b).

4 Fgure 2: Enlarged plot of the solublty curve of paracetaol n ethanol/co 2 at 313K ncludng the calculated denstes of the dfferent flud phases. The sold black curve denotes the solublty n the lqud phases, the broken grey curve shows the solublty n the copressed gas phase. The dotted curves denote the lqud densty, the broken black curve the gas -densty. Fgure 3: Lqud-lqud dexng of a paracetaol soluton n ethanol when t s pressursed wth CO 2. Crystallsaton only takes place n the upper, CO 2 -rch lqud phase. The splttng of the lqud phase leads to undesred effects n practcal crystallzaton as descrbed by Reverchon et al. and akes t possble to attan safe processng condtons [18]. Hence, an alternatve solvent for paracetaol was sought usng odel calculatons. The syste paracetaol/acetone/co 2 showed a ore balanced solublty curve and no phase splt at even uch hgher teperatures (Fgure 1b). The effect of lqud-lqud dexng can also be observed n hgh-pressure vewcell experents. A saturated soluton of paracetaol n ethanol (c=150 kg/ 3 ) splts nto two lqud phases when pressursed wth CO 2 at pressures above 7.6 MPa (Fgure 2). The sae experent wth a saturated soluton of paracetaol n acetone (c=75 kg/ 3 ) does not show any lqud-lqud dexng.

5 Fgure 4: Part of the global phase dagra for CO 2 /ethanol (bullet) and CO 2 /acetone (daond). The sold lne s the trcrtcal lne for the co-volue rato of the CO 2 /ethanol syste. The dashed lne s the trcrtcal lne for the co-volue rato of the CO 2 / acetone. The axes are defned as λ a12, whch s related to the cross-attracton, and ς a22 a11 whch s a reduced dfference between the nteracton paraeters of the pure coponents. Global Phase Dagra calculatons Fgure 4 shows the locaton of the two CO 2 /solvent systes n a global phase dagra. One can see that the CO 2 /ethanol syste s very close to the trcrtcal boundary whch eans that t can change ts phase behavour by sall perturbatons leadng to a lqud-lqud scblty. The CO 2 /acetone syste, however, s n sgnfcant dstance to the trcrtcal boundary. Therefore, t s unlkely that the addton of a solute wll affect the type of phase behavour and furtherore lqud-lqud scblty s not expected. Such systes are sutable for the GAS process. CONCLUSIONS The phase behavour of a ternary gas-antsolvent syste has been odelled based on the cubc Peng-Robnson equaton of state suppleented by a Clapeyron-type approach for the sold phase. The results show that for certan systes a lqud-lqud phase splt appears after addng a sold substance to the solvent-antsolvent syste. For further analyss we calculated the trcrtcal boundary for each bnary solvent syste, whch lts the appearance of the lqudlqud phase splt nterferng wth the solute precptaton. As a crteron for the sutablty of a solvent-antsolvent syste for the gas antsolvent process, the dstance to the correspondng trcrtcal curve has been analysed. Ths crteron goes beyond a possble nspecton of a pressure-ole fracton phase dagra and gves ore relable estates of the solvent sutablty for GAS. The closer a solvent-antsolvent syste s located to a trcrtcal boundary the ore lkely the quasbnary syste s oved across ths boundary by addng the solute. In case of suffcent dstance to the trcrtcal curve the addton of the solute less lkely leads to a change n phase behavour.

6 ACKNOWLEDGEMENT Fnancal support by the Geran Scence Foundaton (DFG) s acknowledged. REFERENCES : [1] REVERCHON, E., J. Supercrtcal Fluds 20, 1999, 1. [2] KORDIKOWSKI A., SCHENK, A. P., VAN NIELEN, R. M., PETERS C. J., J. Supercrtcal Fluds, 8, 1995, 205. [3] DE LA FUENTE BADILLA J. C., PETERS C. J., DE SWAAN ARONS J., J. Supercrtcal Fluds 17, 2000, 13. [4] DE LA FUENTE BADILLA J. C., SHARIATI A., PETERS C. J., Proc. 6 th Int. Syposu on Supercrtcal Fluds, Versalles, Apr [5] KIKIC I., BERTUCCO A., LORA M., Ind. Eng. Che. Res. 36, 1997, [6] BERTUCCO A., LORA M., KIKIC I., AIChE Journal 44, 1998, [7] PENG D. Y., ROBINSON D. B., Ind. Eng. Che. Funda. 15, 1976, 59. [8] WEBER A., KÜMMEL R., KRASKA T., n Supercrtcal Fluds as Solvent and Reacton Meda, G. Brunner (ed.), Elsever, Asterda, n prnt. [9] WEBER A., YELASH L. V., KRASKA T., J. Supercrtcal Fluds, subtted. [10] SHARIATI A., PETERS C. J., J. Supercrtcal Fluds 23, 2002, 195 [11] POLING B. E., PRAUSNITZ J. M., O'CONNELL J. P., The Propertes of Gases and lquds, 5th ed., McGraw-Hll, New York, [12] DAY C.-Y., CHANG C. J., CHEN C.-Y., J. Che. Eng. Data 41, 1996, 839. [13] STRATMANN A., PhD thess, Unversty of Bochu [14] LÜDECKE D., LÜDECKE C., Therodynak, Sprnger-Verlag Berln Hedelberg 2000 [15] MANZO R. H., AHUMANDA A. A., J. Phar. Sc., 79, 1990, [16] GRANBERG R. A., RASMUSON A. C., J. Che. Eng. Data 44, 1999, [17] WUBBOLTS F. E., PhD thess, TU Delft [18] REVERCHON E., DELLA PORTA G., FALIVENE M.G., J. Supercrtcal Fluds 17, 2000, 239.

Chapter 12 Lyes KADEM [Thermodynamics II] 2007

Chapter 12 Lyes KADEM [Thermodynamics II] 2007 Chapter 2 Lyes KDEM [Therodynacs II] 2007 Gas Mxtures In ths chapter we wll develop ethods for deternng therodynac propertes of a xture n order to apply the frst law to systes nvolvng xtures. Ths wll be

More information

The calculation of ternary vapor-liquid system equilibrium by using P-R equation of state

The calculation of ternary vapor-liquid system equilibrium by using P-R equation of state The alulaton of ternary vapor-lqud syste equlbru by usng P-R equaton of state Y Lu, Janzhong Yn *, Rune Lu, Wenhua Sh and We We Shool of Cheal Engneerng, Dalan Unversty of Tehnology, Dalan 11601, P.R.Chna

More information

Chapter One Mixture of Ideal Gases

Chapter One Mixture of Ideal Gases herodynacs II AA Chapter One Mxture of Ideal Gases. Coposton of a Gas Mxture: Mass and Mole Fractons o deterne the propertes of a xture, we need to now the coposton of the xture as well as the propertes

More information

Chapter 13. Gas Mixtures. Study Guide in PowerPoint. Thermodynamics: An Engineering Approach, 5th edition by Yunus A. Çengel and Michael A.

Chapter 13. Gas Mixtures. Study Guide in PowerPoint. Thermodynamics: An Engineering Approach, 5th edition by Yunus A. Çengel and Michael A. Chapter 3 Gas Mxtures Study Gude n PowerPont to accopany Therodynacs: An Engneerng Approach, 5th edton by Yunus A. Çengel and Mchael A. Boles The dscussons n ths chapter are restrcted to nonreactve deal-gas

More information

Chemical Engineering 160/260 Polymer Science and Engineering. Lecture 10 - Phase Equilibria and Polymer Blends February 7, 2001

Chemical Engineering 160/260 Polymer Science and Engineering. Lecture 10 - Phase Equilibria and Polymer Blends February 7, 2001 Checal Engneerng 60/60 Polyer Scence and Engneerng Lecture 0 - Phase Equlbra and Polyer Blends February 7, 00 Therodynacs of Polyer Blends: Part Objectves! To develop the classcal Flory-Huggns theory for

More information

Fermi-Dirac statistics

Fermi-Dirac statistics UCC/Physcs/MK/EM/October 8, 205 Fer-Drac statstcs Fer-Drac dstrbuton Matter partcles that are eleentary ostly have a type of angular oentu called spn. hese partcles are known to have a agnetc oent whch

More information

If two volatile and miscible liquids are combined to form a solution, Raoult s law is not obeyed. Use the experimental data in Table 9.

If 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 information

University of Washington Department of Chemistry Chemistry 452/456 Summer Quarter 2013

University of Washington Department of Chemistry Chemistry 452/456 Summer Quarter 2013 Lecture 8/8/3 Unversty o Washngton Departent o Chestry Chestry 45/456 Suer Quarter 3 A. The Gbbs-Duhe Equaton Fro Lecture 7 and ro the dscusson n sectons A and B o ths lecture, t s clear that the actvty

More information

PROBABILITY AND STATISTICS Vol. III - Analysis of Variance and Analysis of Covariance - V. Nollau ANALYSIS OF VARIANCE AND ANALYSIS OF COVARIANCE

PROBABILITY AND STATISTICS Vol. III - Analysis of Variance and Analysis of Covariance - V. Nollau ANALYSIS OF VARIANCE AND ANALYSIS OF COVARIANCE ANALYSIS OF VARIANCE AND ANALYSIS OF COVARIANCE V. Nollau Insttute of Matheatcal Stochastcs, Techncal Unversty of Dresden, Gerany Keywords: Analyss of varance, least squares ethod, odels wth fxed effects,

More information

Collaborative Filtering Recommendation Algorithm

Collaborative Filtering Recommendation Algorithm Vol.141 (GST 2016), pp.199-203 http://dx.do.org/10.14257/astl.2016.141.43 Collaboratve Flterng Recoendaton Algorth Dong Lang Qongta Teachers College, Haou 570100, Chna, 18689851015@163.co Abstract. Ths

More information

System in Weibull Distribution

System in Weibull Distribution Internatonal Matheatcal Foru 4 9 no. 9 94-95 Relablty Equvalence Factors of a Seres-Parallel Syste n Webull Dstrbuton M. A. El-Dacese Matheatcs Departent Faculty of Scence Tanta Unversty Tanta Egypt eldacese@yahoo.co

More information

One-sided finite-difference approximations suitable for use with Richardson extrapolation

One-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 information

Supplementary Notes for Chapter 9 Mixture Thermodynamics

Supplementary 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 information

I wish to publish my paper on The International Journal of Thermophysics. A Practical Method to Calculate Partial Properties from Equation of State

I 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 information

Study of the possibility of eliminating the Gibbs paradox within the framework of classical thermodynamics *

Study of the possibility of eliminating the Gibbs paradox within the framework of classical thermodynamics * tudy of the possblty of elnatng the Gbbs paradox wthn the fraework of classcal therodynacs * V. Ihnatovych Departent of Phlosophy, Natonal echncal Unversty of Ukrane Kyv Polytechnc Insttute, Kyv, Ukrane

More information

,..., k N. , k 2. ,..., k i. The derivative with respect to temperature T is calculated by using the chain rule: & ( (5) dj j dt = "J j. k i.

,..., k N. , k 2. ,..., k i. The derivative with respect to temperature T is calculated by using the chain rule: & ( (5) dj j dt = J j. k i. Suppleentary Materal Dervaton of Eq. 1a. Assue j s a functon of the rate constants for the N coponent reactons: j j (k 1,,..., k,..., k N ( The dervatve wth respect to teperature T s calculated by usng

More information

Our focus will be on linear systems. A system is linear if it obeys the principle of superposition and homogenity, i.e.

Our focus will be on linear systems. A system is linear if it obeys the principle of superposition and homogenity, i.e. SSTEM MODELLIN In order to solve a control syste proble, the descrptons of the syste and ts coponents ust be put nto a for sutable for analyss and evaluaton. The followng ethods can be used to odel physcal

More information

Numerical Heat and Mass Transfer

Numerical 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 information

Solution Thermodynamics

Solution 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 information

Quantum Particle Motion in Physical Space

Quantum Particle Motion in Physical Space Adv. Studes Theor. Phys., Vol. 8, 014, no. 1, 7-34 HIKARI Ltd, www.-hkar.co http://dx.do.org/10.1988/astp.014.311136 Quantu Partcle Moton n Physcal Space A. Yu. Saarn Dept. of Physcs, Saara State Techncal

More information

XII.3 The EM (Expectation-Maximization) Algorithm

XII.3 The EM (Expectation-Maximization) Algorithm XII.3 The EM (Expectaton-Maxzaton) Algorth Toshnor Munaata 3/7/06 The EM algorth s a technque to deal wth varous types of ncoplete data or hdden varables. It can be appled to a wde range of learnng probles

More information

Obtaining U and G based on A above arrow line: )

Obtaining U and G based on A above arrow line: ) Suary or ch,,3,4,5,6,7 (Here soe olar propertes wthout underlne) () he three laws o herodynacs - st law: otal energy o syste (SYS) plus surroundng (SUR) s conserved. - nd law: otal change o entropy o the

More information

EXAMPLES of THEORETICAL PROBLEMS in the COURSE MMV031 HEAT TRANSFER, version 2017

EXAMPLES of THEORETICAL PROBLEMS in the COURSE MMV031 HEAT TRANSFER, version 2017 EXAMPLES of THEORETICAL PROBLEMS n the COURSE MMV03 HEAT TRANSFER, verson 207 a) What s eant by sotropc ateral? b) What s eant by hoogeneous ateral? 2 Defne the theral dffusvty and gve the unts for the

More information

Introduction to Vapor/Liquid Equilibrium, part 2. Raoult s Law:

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 information

Open Systems: Chemical Potential and Partial Molar Quantities Chemical Potential

Open 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 information

Applied Mathematics Letters

Applied Mathematics Letters Appled Matheatcs Letters 2 (2) 46 5 Contents lsts avalable at ScenceDrect Appled Matheatcs Letters journal hoepage: wwwelseverco/locate/al Calculaton of coeffcents of a cardnal B-splne Gradr V Mlovanovć

More information

Adiabatic Sorption of Ammonia-Water System and Depicting in p-t-x Diagram

Adiabatic 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 information

ELASTIC WAVE PROPAGATION IN A CONTINUOUS MEDIUM

ELASTIC 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 information

PHYS 1443 Section 002 Lecture #20

PHYS 1443 Section 002 Lecture #20 PHYS 1443 Secton 002 Lecture #20 Dr. Jae Condtons for Equlbru & Mechancal Equlbru How to Solve Equlbru Probles? A ew Exaples of Mechancal Equlbru Elastc Propertes of Solds Densty and Specfc Gravty lud

More information

Kernel Methods and SVMs Extension

Kernel 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 information

DETERMINATION OF CO 2 MINIMUM MISCIBILITY PRESSURE USING SOLUBILITY PARAMETER

DETERMINATION 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 information

A Self-Consistent Gibbs Excess Mixing Rule for Cubic Equations of State: derivation and fugacity coefficients

A 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 information

Phase equilibria for the oxygen-water system up to elevated temperatures and pressures

Phase equilibria for the oxygen-water system up to elevated temperatures and pressures Phase equlbra for the oxygen-water system up to elevated temperatures and pressures Xaoyan J 1, 2, Xaohua Lu 2, Jnyue Yan 1,3* 1 Department of Chemcal Engneerng and Technology / Energy Processes, Royal

More information

Electrical double layer: revisit based on boundary conditions

Electrical 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 information

Description of the Force Method Procedure. Indeterminate Analysis Force Method 1. Force Method con t. Force Method con t

Description of the Force Method Procedure. Indeterminate Analysis Force Method 1. Force Method con t. Force Method con t Indeternate Analyss Force Method The force (flexblty) ethod expresses the relatonshps between dsplaceents and forces that exst n a structure. Prary objectve of the force ethod s to deterne the chosen set

More information

Chapter 9: Other Topics in Phase Equilibria

Chapter 9: Other Topics in Phase Equilibria Chapter 9: Other opcs n Phase qulbra hs chapter deals wth relatons that derve n cases of equlbru between cobnatons of two co-exstng phases other than vapour and lqud,.e., lqud-lqud, sold-lqud, and soldvapour.

More information

Appendix B. The Finite Difference Scheme

Appendix B. The Finite Difference Scheme 140 APPENDIXES Appendx B. The Fnte Dfference Scheme In ths appendx we present numercal technques whch are used to approxmate solutons of system 3.1 3.3. A comprehensve treatment of theoretcal and mplementaton

More information

Indeterminate pin-jointed frames (trusses)

Indeterminate 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 information

MODELING THE HIGH-PRESSURE BEHAVIOR OF BINARY MIXTURES OF CARBON DIOXIDE+ALKANOLS USING AN EXCESS FREE ENERGY MIXING RULE

MODELING 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 information

BAYESIAN CURVE FITTING USING PIECEWISE POLYNOMIALS. Dariusz Biskup

BAYESIAN CURVE FITTING USING PIECEWISE POLYNOMIALS. Dariusz Biskup BAYESIAN CURVE FITTING USING PIECEWISE POLYNOMIALS Darusz Bskup 1. Introducton The paper presents a nonparaetrc procedure for estaton of an unknown functon f n the regresson odel y = f x + ε = N. (1) (

More information

1.3 Hence, calculate a formula for the force required to break the bond (i.e. the maximum value of F)

1.3 Hence, calculate a formula for the force required to break the bond (i.e. the maximum value of F) EN40: Dynacs and Vbratons Hoework 4: Work, Energy and Lnear Moentu Due Frday March 6 th School of Engneerng Brown Unversty 1. The Rydberg potental s a sple odel of atoc nteractons. It specfes the potental

More information

Prediction of Ultrasonic Velocity in Binary Mixtures of a Nuclear Extractant and Monocarboxylic Acids using Several Theoretical Models

Prediction of Ultrasonic Velocity in Binary Mixtures of a Nuclear Extractant and Monocarboxylic Acids using Several Theoretical Models Predcton of ltrasonc Velocty n Bnary Mxtures of a Nuclear Extractant and Monocarboxylc Acds usng Several Theoretcal Models R. K. Mshra 1, B. Dala 1*, N. Swan 2 and S.K. Dash 3 1 BSH, Gandh Insttute of

More information

Simulated Power of the Discrete Cramér-von Mises Goodness-of-Fit Tests

Simulated Power of the Discrete Cramér-von Mises Goodness-of-Fit Tests Smulated of the Cramér-von Mses Goodness-of-Ft Tests Steele, M., Chaselng, J. and 3 Hurst, C. School of Mathematcal and Physcal Scences, James Cook Unversty, Australan School of Envronmental Studes, Grffth

More information

Physical Chemistry I for Biochemists. Lecture 18 (2/23/11) Announcement

Physical Chemistry I for Biochemists. Lecture 18 (2/23/11) Announcement Physcal Chestry I or Bochests Che34 Lecture 18 (2/23/11) Yoshtaka Ish Ch5.8-5.11 & HW6 Revew o Ch. 5 or Quz 2 Announceent Quz 2 has a slar orat wth Quz1. e s the sae. ~2 ns. Answer or HW5 wll be uploaded

More information

AN ANALYSIS OF A FRACTAL KINETICS CURVE OF SAVAGEAU

AN ANALYSIS OF A FRACTAL KINETICS CURVE OF SAVAGEAU AN ANALYI OF A FRACTAL KINETIC CURE OF AAGEAU by John Maloney and Jack Hedel Departent of Matheatcs Unversty of Nebraska at Oaha Oaha, Nebraska 688 Eal addresses: aloney@unoaha.edu, jhedel@unoaha.edu Runnng

More information

CHEMICAL ENGINEERING

CHEMICAL 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 information

Energy, Entropy, and Availability Balances Phase Equilibria. Nonideal Thermodynamic Property Models. Selecting an Appropriate Model

Energy, 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 information

University of Washington Department of Chemistry Chemistry 452/456 Summer Quarter 2014

University 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 information

Temperature. Chapter Heat Engine

Temperature. 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 information

Solutions Review Worksheet

Solutions Review Worksheet Solutons Revew Worksheet NOTE: Namng acds s ntroduced on pages 163-4 and agan on pages 208-9.. You learned ths and were quzzed on t, but snce acd names are n the Data Booklet you wll not be tested on ths

More information

Psychology 282 Lecture #24 Outline Regression Diagnostics: Outliers

Psychology 282 Lecture #24 Outline Regression Diagnostics: Outliers Psychology 282 Lecture #24 Outlne Regresson Dagnostcs: Outlers In an earler lecture we studed the statstcal assumptons underlyng the regresson model, ncludng the followng ponts: Formal statement of assumptons.

More information

Salt-Induced Protein Precipitation in Aqueous Solution: Single and Binary Protein Systems

Salt-Induced Protein Precipitation in Aqueous Solution: Single and Binary Protein Systems Macroolecular Research, Vol. 11, No. 1, pp 5-61 (00) Salt-Induced Proten Precptaton n Aqueous Soluton: Sngle and Bnary Proten Systes Sang Gon K and Young Chan Bae* Dvson of Checal Engneerng and Molecular

More information

Excess Error, Approximation Error, and Estimation Error

Excess Error, Approximation Error, and Estimation Error E0 370 Statstcal Learnng Theory Lecture 10 Sep 15, 011 Excess Error, Approxaton Error, and Estaton Error Lecturer: Shvan Agarwal Scrbe: Shvan Agarwal 1 Introducton So far, we have consdered the fnte saple

More information

Uncertainty and auto-correlation in. Measurement

Uncertainty 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 information

Comparison of Regression Lines

Comparison 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 information

Gasometric Determination of NaHCO 3 in a Mixture

Gasometric Determination of NaHCO 3 in a Mixture 60 50 40 0 0 5 15 25 35 40 Temperature ( o C) 9/28/16 Gasometrc Determnaton of NaHCO 3 n a Mxture apor Pressure (mm Hg) apor Pressure of Water 1 NaHCO 3 (s) + H + (aq) Na + (aq) + H 2 O (l) + CO 2 (g)

More information

UNIFAC. Documentation. DDBSP Dortmund Data Bank Software Package

UNIFAC. 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 information

Solving Nonlinear Differential Equations by a Neural Network Method

Solving Nonlinear Differential Equations by a Neural Network Method Solvng Nonlnear Dfferental Equatons by a Neural Network Method Luce P. Aarts and Peter Van der Veer Delft Unversty of Technology, Faculty of Cvlengneerng and Geoscences, Secton of Cvlengneerng Informatcs,

More information

NUMERICAL DIFFERENTIATION

NUMERICAL 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 information

Assignment 4. Adsorption Isotherms

Assignment 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 information

LECTURE :FACTOR ANALYSIS

LECTURE :FACTOR ANALYSIS LCUR :FACOR ANALYSIS Rta Osadchy Based on Lecture Notes by A. Ng Motvaton Dstrbuton coes fro MoG Have suffcent aount of data: >>n denson Use M to ft Mture of Gaussans nu. of tranng ponts If

More information

Global Sensitivity. Tuesday 20 th February, 2018

Global 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 information

University of Washington Department of Chemistry Chemistry 453 Winter Quarter 2015

University 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 information

G.M.N. Costa, V.J. Pereira, R.L. Matos, G.L. Santana, A. São Pedro, E.C.M. Cabral-Albuquerque, S.A.B. Vieira de Melo *

G.M.N. Costa, V.J. Pereira, R.L. Matos, G.L. Santana, A. São Pedro, E.C.M. Cabral-Albuquerque, S.A.B. Vieira de Melo * PREDICTION OF SOLID-LIQUID-VAPOR EQUILIBRIUM FOR SUPERCRITICAL PROCESSING OF PHARMACEUTICALS USING A CUBIC EQUATION OF STATE AND GROUP CONTRIBUTION METHODS G.M.N. Costa, V.J. Perera, R.L. Matos, G.L. Santana,

More information

Solubilities and Thermodynamic Properties of SO 2 in Ionic

Solubilities and Thermodynamic Properties of SO 2 in Ionic Solubltes nd Therodync Propertes of SO n Ionc Lquds Men Jn, Yucu Hou, b Weze Wu, *, Shuhng Ren nd Shdong Tn, L Xo, nd Zhgng Le Stte Key Lbortory of Checl Resource Engneerng, Beng Unversty of Checl Technology,

More information

Chapter 13: Multiple Regression

Chapter 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 information

CinChE Problem-Solving Strategy Chapter 4 Development of a Mathematical Model. formulation. procedure

CinChE 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 information

Revision: December 13, E Main Suite D Pullman, WA (509) Voice and Fax

Revision: December 13, E Main Suite D Pullman, WA (509) Voice and Fax .9.1: AC power analyss Reson: Deceber 13, 010 15 E Man Sute D Pullan, WA 99163 (509 334 6306 Voce and Fax Oerew n chapter.9.0, we ntroduced soe basc quanttes relate to delery of power usng snusodal sgnals.

More information

VERIFICATION OF FE MODELS FOR MODEL UPDATING

VERIFICATION OF FE MODELS FOR MODEL UPDATING VERIFICATION OF FE MODELS FOR MODEL UPDATING G. Chen and D. J. Ewns Dynacs Secton, Mechancal Engneerng Departent Iperal College of Scence, Technology and Medcne London SW7 AZ, Unted Kngdo Eal: g.chen@c.ac.uk

More information

What is LP? LP is an optimization technique that allocates limited resources among competing activities in the best possible manner.

What is LP? LP is an optimization technique that allocates limited resources among competing activities in the best possible manner. (C) 998 Gerald B Sheblé, all rghts reserved Lnear Prograng Introducton Contents I. What s LP? II. LP Theor III. The Splex Method IV. Refneents to the Splex Method What s LP? LP s an optzaton technque that

More information

Physics 123. Exam #1. October 11, 2006

Physics 123. Exam #1. October 11, 2006 hyscs Exa # October, 006 roble /0 roble /0 roble /0 roble 4 /0 roble 5 /0 roble 6 /0 roble 7 /0 roble 8 /0 roble 9 /0 roble 0 /0 Total /00 Free-Response robles: lease show all work n order to receve partal

More information

Calculation of Interfacial Properties of Binary Mixtures Containing Polar and Non-polar Components

Calculation of Interfacial Properties of Binary Mixtures Containing Polar and Non-polar Components 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

More information

A quote of the week (or camel of the week): There is no expedience to which a man will not go to avoid the labor of thinking. Thomas A.

A quote of the week (or camel of the week): There is no expedience to which a man will not go to avoid the labor of thinking. Thomas A. A quote of the week (or camel of the week): here s no expedence to whch a man wll not go to avod the labor of thnkng. homas A. Edson Hess law. Algorthm S Select a reacton, possbly contanng specfc compounds

More information

PHYS 342L NOTES ON ANALYZING DATA. Spring Semester 2002

PHYS 342L NOTES ON ANALYZING DATA. Spring Semester 2002 PHYS 34L OTES O AALYZIG DATA Sprng Seester 00 Departent of Phscs Purdue Unverst A ajor aspect of eperental phscs (and scence n general) s easureent of soe quanttes and analss of eperentall obtaned data.

More information

Pulse Coded Modulation

Pulse Coded Modulation Pulse Coded Modulaton PCM (Pulse Coded Modulaton) s a voce codng technque defned by the ITU-T G.711 standard and t s used n dgtal telephony to encode the voce sgnal. The frst step n the analog to dgtal

More information

THERMODYNAMICS of COMBUSTION

THERMODYNAMICS of COMBUSTION Internal Cobuston Engnes MAK 493E THERMODYNAMICS of COMBUSTION Prof.Dr. Ce Soruşbay Istanbul Techncal Unversty Internal Cobuston Engnes MAK 493E Therodynacs of Cobuston Introducton Proertes of xtures Cobuston

More information

Robert Eisberg Second edition CH 09 Multielectron atoms ground states and x-ray excitations

Robert 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 information

Least Squares Fitting of Data

Least Squares Fitting of Data Least Squares Fttng of Data Davd Eberly Geoetrc Tools, LLC http://www.geoetrctools.co/ Copyrght c 1998-2014. All Rghts Reserved. Created: July 15, 1999 Last Modfed: February 9, 2008 Contents 1 Lnear Fttng

More information

COMP th April, 2007 Clement Pang

COMP th April, 2007 Clement Pang COMP 540 12 th Aprl, 2007 Cleent Pang Boostng Cobnng weak classers Fts an Addtve Model Is essentally Forward Stagewse Addtve Modelng wth Exponental Loss Loss Functons Classcaton: Msclasscaton, Exponental,

More information

Relationship between Refractive Index and Molar Concentration of Multi-Component Solutions Zhu Xingyu 1, a, Mai Tiancheng 2, b and Zhao Zilong 2, c

Relationship between Refractive Index and Molar Concentration of Multi-Component Solutions Zhu Xingyu 1, a, Mai Tiancheng 2, b and Zhao Zilong 2, c Advances n Computer Scence Research, volume 71 4th Internatonal Conference on Machnery, Materals and Informaton Technology Applcatons (ICMMITA 2016) Relatonshp between Refractve Index and Molar Concentraton

More information

Transfer Functions. Convenient representation of a linear, dynamic model. A transfer function (TF) relates one input and one output: ( ) system

Transfer 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 information

THE IGNITION PARAMETER - A quantification of the probability of ignition

THE 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 information

Investigation of High-Pressure Phase Equilibrium with the Observation of the Cloud Point

Investigation of High-Pressure Phase Equilibrium with the Observation of the Cloud Point Investgaton of Hgh-Pressure Phase Equlbrum wth the Observaton of the Cloud Pont Introducton In the last 2 decades supercrtcal solvents have had a more sgnfcant role as the solvents n chemcal reactons.

More information

total If no external forces act, the total linear momentum of the system is conserved. This occurs in collisions and explosions.

total If no external forces act, the total linear momentum of the system is conserved. This occurs in collisions and explosions. Lesson 0: Collsons, Rotatonal netc Energy, Torque, Center o Graty (Sectons 7.8 Last te we used ewton s second law to deelop the pulse-oentu theore. In words, the theore states that the change n lnear oentu

More information

On the number of regions in an m-dimensional space cut by n hyperplanes

On the number of regions in an m-dimensional space cut by n hyperplanes 6 On the nuber of regons n an -densonal space cut by n hyperplanes Chungwu Ho and Seth Zeran Abstract In ths note we provde a unfor approach for the nuber of bounded regons cut by n hyperplanes n general

More information

Scattering by a perfectly conducting infinite cylinder

Scattering by a perfectly conducting infinite cylinder Scatterng by a perfectly conductng nfnte cylnder Reeber that ths s the full soluton everywhere. We are actually nterested n the scatterng n the far feld lt. We agan use the asyptotc relatonshp exp exp

More information

Lecture. Polymer Thermodynamics 0331 L Chemical Potential

Lecture. 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 information

Several generation methods of multinomial distributed random number Tian Lei 1, a,linxihe 1,b,Zhigang Zhang 1,c

Several generation methods of multinomial distributed random number Tian Lei 1, a,linxihe 1,b,Zhigang Zhang 1,c Internatonal Conference on Appled Scence and Engneerng Innovaton (ASEI 205) Several generaton ethods of ultnoal dstrbuted rando nuber Tan Le, a,lnhe,b,zhgang Zhang,c School of Matheatcs and Physcs, USTB,

More information

Appendix II Summary of Important Equations

Appendix II Summary of Important Equations W. M. Whte Geochemstry Equatons of State: Ideal GasLaw: Coeffcent of Thermal Expanson: Compressblty: Van der Waals Equaton: The Laws of Thermdynamcs: Frst Law: Appendx II Summary of Important Equatons

More information

Least Squares Fitting of Data

Least Squares Fitting of Data Least Squares Fttng of Data Davd Eberly Geoetrc Tools, LLC http://www.geoetrctools.co/ Copyrght c 1998-2015. All Rghts Reserved. Created: July 15, 1999 Last Modfed: January 5, 2015 Contents 1 Lnear Fttng

More information

ESCI 341 Atmospheric Thermodynamics Lesson 10 The Physical Meaning of Entropy

ESCI 341 Atmospheric Thermodynamics Lesson 10 The Physical Meaning of Entropy ESCI 341 Atmospherc Thermodynamcs Lesson 10 The Physcal Meanng of Entropy References: An Introducton to Statstcal Thermodynamcs, T.L. Hll An Introducton to Thermodynamcs and Thermostatstcs, H.B. Callen

More information

Operating conditions of a mine fan under conditions of variable resistance

Operating conditions of a mine fan under conditions of variable resistance Paper No. 11 ISMS 216 Operatng condtons of a mne fan under condtons of varable resstance Zhang Ynghua a, Chen L a, b, Huang Zhan a, *, Gao Yukun a a State Key Laboratory of Hgh-Effcent Mnng and Safety

More information

Equation of State Modeling of Phase Equilibrium in the Low-Density Polyethylene Process

Equation 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 information

ITERATIVE ESTIMATION PROCEDURE FOR GEOSTATISTICAL REGRESSION AND GEOSTATISTICAL KRIGING

ITERATIVE ESTIMATION PROCEDURE FOR GEOSTATISTICAL REGRESSION AND GEOSTATISTICAL KRIGING ESE 5 ITERATIVE ESTIMATION PROCEDURE FOR GEOSTATISTICAL REGRESSION AND GEOSTATISTICAL KRIGING Gven a geostatstcal regresson odel: k Y () s x () s () s x () s () s, s R wth () unknown () E[ ( s)], s R ()

More information

Probabilistic method to determine electron correlation energy

Probabilistic method to determine electron correlation energy Probablstc method to determne electron elaton energy T.R.S. Prasanna Department of Metallurgcal Engneerng and Materals Scence Indan Insttute of Technology, Bombay Mumba 400076 Inda A new method to determne

More information

COMPARISON OF SOME RELIABILITY CHARACTERISTICS BETWEEN REDUNDANT SYSTEMS REQUIRING SUPPORTING UNITS FOR THEIR OPERATIONS

COMPARISON OF SOME RELIABILITY CHARACTERISTICS BETWEEN REDUNDANT SYSTEMS REQUIRING SUPPORTING UNITS FOR THEIR OPERATIONS Avalable onlne at http://sck.org J. Math. Comput. Sc. 3 (3), No., 6-3 ISSN: 97-537 COMPARISON OF SOME RELIABILITY CHARACTERISTICS BETWEEN REDUNDANT SYSTEMS REQUIRING SUPPORTING UNITS FOR THEIR OPERATIONS

More information

Elastic Collisions. Definition: two point masses on which no external forces act collide without losing any energy.

Elastic Collisions. Definition: two point masses on which no external forces act collide without losing any energy. Elastc Collsons Defnton: to pont asses on hch no external forces act collde thout losng any energy v Prerequstes: θ θ collsons n one denson conservaton of oentu and energy occurs frequently n everyday

More information

A New Thermodynamic Function for Phase-Splitting at Constant Temperature, Moles, and Volume

A New Thermodynamic Function for Phase-Splitting at Constant Temperature, Moles, and Volume A New Thermodynamc Functon for Phase-Splttng at Constant Temperature, Moles, and olume Jří Mkyška Dept. of Mathematcs, Faculty of Nuclear Scences and Physcal Engneerng, Czech Techncal Unversty n Prague,

More information

DUE: WEDS FEB 21ST 2018

DUE: 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 information

NON-SYNCHRONOUS TILTING PAD BEARING CHARACTERISTICS

NON-SYNCHRONOUS TILTING PAD BEARING CHARACTERISTICS Proceedngs of the 8 th IFToMM Internatonal Conference on Rotordynacs Septeber 1-15, 010, KIST, Seoul, Korea NON-SYNCHRONOUS TILTING PAD BEARING CHARACTERISTICS Joach Sched DELTA JS Zurch, Swtzerland Alexander

More information