A STRICT KINETIC SOLUTION OF THE FINITE LENGTH MICROCHANNEL FLOW PROBLEM. Ching Shen

Size: px
Start display at page:

Download "A STRICT KINETIC SOLUTION OF THE FINITE LENGTH MICROCHANNEL FLOW PROBLEM. Ching Shen"

Transcription

1 Prceedings f ICMM005 rd Internatinal Cnference n Micrchannels and Minichannels June Trnt Ontari Canada ICMM A STRICT KINETIC SOLUTION OF THE FINITE LENGTH MICROCHANNEL FLOW PROBLEM Ching Shen High Temperature Gas Dynamics Labratry Institute f Mechanics Chinese Academy f Sciences 15 Zhngguancun Rad Beijing China Tel Fax cshen@imech.ac.cn ABSTRACT In finite length tube r channel gas flw the pressure gradient is determined by the glbal mass cnservatin law. In the cntinuum and slip flw the pressure distributin determined by the glbal mass cnservatin is given analytically. In the transitinal flw regime an equatin cntaining the flw rate f the Piseuille flw slved by the strict kinetic thery is btained and is shwn t be the degenerated Reynlds equatin fr the lubricatin thery. The integratin f the equatin is illustrated in the case f full diffuse reflectin f the channel wall. The pressure distributin thus btained is shwn t be in excellent agreement with experimental data f lng micrchannels and the simulatin results f the infrmatin preservatin methd. The results as having the strict kinetic theretical merit are used t cnfirm the unfeasibility f the Lattice Bltzmann methd in the transitinal flw regime. Keywrds : micrchannel flw pressure distributin MEMS infrmatin preservatin (IP) methd Lattice Bltzmann methd (LBM) INTRODUCTION Micrchannel is the basic cnstituent f the MEMS devices its gemetric frm is regular and simple but the gas flw in it is the basic flw pattern in MEMS and can reveal the specific features f the lw speed micr internal flws s it has been a subject f grwing intensive investigatin. In the classical fluid mechanics the steady Piseuille flw is cnsidered as a flw in lng tube r channel having cnstant pressure gradient G= p/ x (see e.g. Batchelr [1]). In the kinetic theretical cnsideratin a cnstant pressure gradient is als prpsed fr the linearized Bltzmann slutin f the Piseuille flw f gas (see e.g. Ohwada et al. []). But the cnstancy f pressure gradient in a tube r channel is true nly fr the flw f liquid (with cnstant density) and as shwn in the fllwing in any realistic tube r channel gas flw the pressure gradient is never a cnstant but varies frm ne crss sectin t anther and is determined by the glbal mass cnservatin law. The assumptin f the cnstancy f the pressure gradient in the Piseuille flw is nt necessary in fact the slutin f the Piseuille flw determines nly the lcal flw characteristics in dependence f the lcal pressure gradient. As it is shwn in the fllwing the glbal mass cnservatin defines the pressure distributin in the cntinuum flw regime and the slip flw regime. In the transitinal flw regime a strict kinetic theretical slutin f the channel flw pressure distributin is als prvided by the mass cnservatin acrss the channel given the kinetic theretical slutin f the mass flux fr the Piseuille flw is knwn. The channel pressure distributin s determined is cmpared with the experimental data f Png et al. and Shih et al.[4] and the numerical simulatin result by the infrmatin preservatin (IP) methd [5]. It is used als t test the validity f the calculatin f the channel flw by the Lattice Bltzmann methd accmplished by Nie et al. [6]. NOMENCLATURE h: height f the channel Kn: Knudsen number L: length f the channel p: pressure P: =p/p dimensiinless pressure Q m : mass flw rate Q m : dimensinless mass flw rate R: gas cnstant T: temperature u: x directin velcity x: Cartesian crdinate in the channel axis directin y: Cartesian crdinate nrmal t the channel surface z: the third Cartesian crdinate ς : slip cefficient = ( ) λ/ ς : ς = ς p= ( ) λp/ λ : mean free path µ : viscsity ρ : density 1 Cpyright 005 by ASME Dwnladed Frm: n 06/9/019 Terms f Use:

2 : tangential reflectin cefficient subscript C: cntinuum flw i: inlet ; utlet SLIP: slip flw TR: transitinal flw 1. The pressure distributin determined by the glbal mass cnservatin Cnsider the gas flw in a channel between tw plane plates at a crss sectin x with the lcal pressure gradient dp/dx which can vary frm ne crss sectin t anther (see Fig.1). First we cnsider the cntinuum flw case. In the case f lw speed the temperature variatin is neglected µ is a cnstant the Navier-Stkes equatin attains the frm d u dp dx =. (1) dy µ Fig. 1 The schematic f the Piseuille flw Equatin (1) with the slipless bundary cnditin u=0 at y=h/ yields 1 dp u = ( h 4y ) 8µ dx. () The mass flux Q mc flwn in unit time thrugh the gap between the tw plates (with unit length in z) is bviusly h h QmC = ρ udy =. () RT dx 1µ 0 The glbal mass cnservatin acrss any crss sectin requires that p(dp/dx)=cnstant (4) r in the dimensinless variables P = p/ p0 and X=x/L( ( p : the pressure at the utlet L : the length f the channel) PdP/dX=cnstant. (5) Frm the abve equatin with the inlet and utlet bundary cnditins P = Pi pi / p at X = 0 and P=1 at X=1 (6) the pressure distributin is easily determined 1 P P[1 (1 ) X] 1/ = i (7) Pi with the pressure gradient dp / = P(1 )[1 (1 ) X]. (8) dx P P i i i Obviusly the pressure distributin is apprximately linear if the value (1 1/ P i ) is small and its slpe is negative with Pi > 1 and the abslute value f the pressure slpe mntnusly increases with increasing X. In the case f slip flw the basic equatin (1) remains the same the velcity prfile in the case f slip bundary cnditin du u y= h/= ζ with ζ = λ is dy u 1 dp = ( 4 4 ) 8 h y + ζ µ h. (9) dx And the mass flux instead f Eq. () is btained as mslip h 1 1 ζ RT dx 4µ 0. (10) Q = ρ udy = h + h Nte that ς is dependent n p: ς = ( ) λ/ and as ρλ = cnstant ne can write ς = ς / p where ς = λp = λp. (11). S frm Eq. (10) the mass cnversatin can be written as dp ς dp p + 6 = cnstant dx h dx r in dimensinless variables dp dp P + 6 Kn0 = cnstant (1) dx dx where Kn = λ / h is Knudsen number at the utlet f the channel. The slutin f the abve equatin with the integratin cnstants determined frm the inlet and utlet bundary cnditins Eq. (6) is P = 6 Kn + (6 Kn) + Pi + 1 KnPi + [1 Pi + 1 Kn(1 Pi)] X (1) Nte that the mass flux Eq. (10) in slip flw als can be written as h Q mslip = (1 + 6 Kn) (14) 1µ RT dx r h QmSLIP = QmSLIP QmSLIP = 1+ 6 Kn 1µRT dx (15) if the first half f Eq. (11) is used fr ς and here Kn= λ /h is the lcal Knudsen number. This is the well knwn slutin f the mass flw rate f the Piseuille flw in the slip flw regime where p dp/dx and Kn are lcal values f pressure pressure gradient and Knudsen number. The abve expressin f pressure distributin in the slip flw regime seems t be btained the earliest by Arkilic Cpyright 005 by ASME Dwnladed Frm: n 06/9/019 Terms f Use:

3 thrugh a different derivatin as a first apprximatin with accuracy f rder ε = H / L(see Ph.D. Thesis f E. B. Arkilic [7] and its publicatin versin [8]) and the similar results have been als published and recrded in [ ]. In the transitinal flw regime the flw rate f the plane Pisuille flw has been slved by the linearized Bltzmann equatin r its BGK [1] mdel versin by many authrs (see e.g. by Cercignani and Daneri [1] and Ohwada et al. []). Fukui and Kanek [14] in derivatin f the generalized Reynlds lubricatin equatin als calculated the flw rate f Piseuille flw numerically and later [15] they had used this flw rate calculated rigrusly t generate a database fr rapid calculatin f the generalized Reynlds equatin fr high Knudsen numbers. The flw rate f the Piseuille flw can be expressed in the frm h Q mtr = QmTR ( Kn) (16) 1µRT dx where Kn is the lcal Knudsen number and Q mtr ( Kn ) is the flw rate in transitinal regime (nrmalized by the slip-less value Q mc ) calculated frm the linearized Bltzmann equatin fr Piseuille flw. A tabled database f the calculated values f QmTR ( Kn ) fr = 1 = 0.9 = 0.8 and = 0.7 is prvided in [15] and a fitted frmula apprximatin fr diffuse reflectin ( = 1 ) by Rbert is recrded in [16] (there the secnd term n the right hand side is misprinted as 6A π Kn) 1 Q ( ) 1 6 lg(1 ) mtr Kn = + AKn + Kn + BKn (17) π where A = and B = The glbal mass cnservatin i.e. the cnstancy f the mass flux being equal at any crss sectin requires QmTR ( Kn) cns tant dx = (18) r in the dimensinal frm d dp QmTR ( Kn) P 0 dx = dx. (19) With the database incrprated this equatin is valid fr any surface cnditins f the plates and can be integrated numerically. But fr the illustrative purpse nly the case f cmplete diffuse reflectin = 1 is expunded here then the mass cnservatin is (frm Eqs. (17) and (19)) d 1 dp {[1 + 6AKn + Knlg(1 + BKn)] P } = 0. (0) dx π dx Fr the ease f integratin the lcal Knudsen number Kn is mst cnveniently expressed thrugh P λ λ p Kn = = = Kn / P (1) h h p and Eq. (0) becmes 1 BKn dp [ P + 6AKn + Knlg(1 + )] = D () π P dx where D is an unspecified cnstant t be determined frm the integratin and has the physical meaning f the flw rate acrss the channel nrmalized by the slip-less flw rate value. The equatins determining the pressure distributin (19) and (0) are in fact the generalized Reynlds equatin f the gas lubricatin thery degenerated fr the micrchannel flws (see [17 18]). They are integrated with the inlet and utlet bundary cnditins (6) t yield the pressure distributin in the transitinal regime.. Cmparisn with the experimental data and the simulatin results T cmpare the abve results with the experimental data f flw in the micrchannel with pressure sensrs imbedded in the channel accmplished by Png et al. [] and Shih et al.[4] we calculate the pressure distributin fr nitrgen in the µ m channel [] and fr helium in the µ m channel [4]. Under the experimental cnditin T0 = 94K the value f Kn fr nitrgen is and fr helium is The experimental data f nitrgen is cmpared with the results f the glbal mass cnservatin in the cntinuum regime Eq. (7) and the slip flw regime Eq. (1) in Fig.. The pressures p i at the inlet f the channel in psig are given in [] and [4] and the crrespnding values f Pi = P X = 0 are listed in Table 1. In Eq. (1) Kn is taken equal t and = 1. The cmparisn shws that the glbal mass cnservatin predicts the pressure distributin quite well and the slip flw result imprves the agreement f the cntinuum predictin with the experimental data. The experimental data are als cmpared with the predictin f the transitinal flw regime. Equatin () is integrated under the fllwing bundary cnditin P = X = 0 pi / p as given in Table 1 and P = X 1 p / p = = 1 Fig. Cmparisn f the pressure distributin btained frm slip slutin Eq.(1) (slid line) and slipless slutin Eq. (7) (dashed Line) with experimental data in a µ m micrchannel fr nitrgen [] (symbls). Kn = Cpyright 005 by ASME Dwnladed Frm: n 06/9/019 Terms f Use:

4 Table I The experimental inlet pressure data in psig and crrespnding values f P X = 0 fr nitrgen and helium fr nitrgen [] p (in psig ) i P = X 0 fr helium [4] p (in psig ) i P = X 0 The results f integratin are presented in Fig. and Fig.4. It is seen frm the figures that the results f the glbal mass cnservatin (degenerated Reynlds equatin) agree well with the experimental data. The finite length channel flws under the experimental cnditins have been calculated als by the infrmatin preservatin (IP) methd [190] in Shen Fan and Xie [1]. The IP simulatin results are als presented in Figs. and 4 by dashed lines. The cmparisn shws excellent agreement between the results calculated by the glbal mass cnservatin and by the IP methd. Fig.4 Cmparisn f the pressure distributin frm Eq.() (slid line) in a µ m with experimental data in a micrchannel fr helium [4] (symbls) and the the IP methd [1] (dashed lines nte that the slid lines and the dashed lines almst cincide). Kn = It is f fervent cncern fr the scientific cmmunity t knw whether LBM is capable t simulate crrectly the transitinal regime flws in MEMS. Shen Tian Xie and Fan examined the feasibility f using LBM in simulating MEMS flws by cmparisn with the DSMC calculatins []. Here the LBM results are cmpared with the calculatins by using the mass cnservatin equatin r the degenerated Reynlds equatin t attain the same cnclusins as in Reference [] but this time the cnclusin is cnfirmed by a test stne with the merit f strict kinetic thery. The equatin () is integrated under the fllwing cnditins (definitely in transitinal regime) fr a shrt 1 100µ m micrchannel that have been cnsidered by LBM in Nie Dlen and Chen [6] Fig. Cmparisn f the pressure distributin frm Eq.() (slid line) with experimental data in a µ m micrchannel fr nitrgen [] (symbls) and the result f IP methd [1] (dashed line). Kn = See als [18].. Examinatin f the feasibility f LBM in slving the micrchannel prblem in transitinal regime The Lattice Bltzmann methd (LBM see [] and references cited there) slves the simplified Bltzmann equatin n lattice pints. LBM slutin cnverges t the Navier-Stkes slutin fr small Kn. The ease f LBM in handling cmplex gemetry simplicity in implementatin and its high efficiency makes it tempting t be used in simulating gas flws in MEMS. Recently Nie Dlen and Chen [6] attempt t use it in transitinal regime. Kn = P = P = 1 () X= 0 X= 1 Kn = 0.88 P = P = 1. (4) X= 0 X= 1 The results f cmparisn f results f equatin () with thse f Nie Dlen and Chen by using the Lattice Bltzmann methd (LBM) [6] are shwn in Fig.5 and Fig.6. Als shwn in the figures are the DSMC and IP results. Frm the cmparisn it is seen that the DSMC methd the IP methd and the mass cnservatin equatin (degenerated Reynlds equatin) yield almst identical pressure distributin but the LBM results are quite different frm the calculatins f the degenerated Reynlds equatin and as well frm DSMC and IP results s it can be cncluded that the versin f LBM emplyed in Reference [6] is nt feasible fr simulating micrchannel flws in the transitinal regime. Fr the detailed examinatin f the feasibility f the LBM methd in simulating transitinal regime micrchannel flws readers are referred t Reference [18] where amng ther things the versin f LBM used [6] was briefly described. Als there the cmparisn f the pressure distributins was given in the frm f deviatin frm linearity s the differences between results f varius methds were revealed in mre relief. In this paper the quantities being 4 Cpyright 005 by ASME Dwnladed Frm: n 06/9/019 Terms f Use:

5 cmpared are the pressure distributins themselves and the same cnclusins are achieved. But here the cnclusin f unfeasibility f the LBM in simulating transitinal flws is recnfirmed by the cmparisn with calculatins having the strict kinetic theretical merit. Fig. 5 Pressure distributin in a micrchannel with Kn = at utlet ( h/ L = 100). Cmparisn f equatin () DSMC IP methds [1] and the LBM methd [6] 4. Cncluding remarks In the present paper the finite length micrchannel pressure distributin fr cntinuum flw slip flw and transitinal flw regimes is determined by the glbal mass cnservatin equatin. In the transitinal flw regime this equatin is the Reynlds equatin fr the gas film lubricatin prblem degenerated by the suggestin f the authr fr slving the micrchannel flw [18]. The cmparisn shws excellent agreement with the experimental data and the IP results in the lng micrchannels. Earlier the IP results fr lng channel were nly cmpared [5] with the experimental data (the DSMC was nt able t accmplish simulatin f the lng channel flw where the experimental data were available) nw they are verified by cmparisn with results having the strict kinetic thery merit. The glbal mass cnservatin equatin (the degenerated Reynlds equatin) prvides a means with the merit f strict kinetic thery t test varius methds in slving the micr scale rarefied gas dynamics flws in transitinal regime. The unfeasibility f LBM fr slving the transitinal flw prblem [] is recnfirmed by this means. Frm the practical applicatin pint f view database fr the flw rates f the Piseuille flw with varius cmbinatins f pssible surface prperties btained frm strict kinetic thery is an actual task fr the slutin f the micrchannel flw and als fr the thin film air bearing prblem and the gas damping prblem [4] in micrmechanical accelermeters. The database in the frm f fitting frmulas is especially desirable. ACKNOWLEDGMENTS The supprt by the NNSFC (grant ) is appreciated. The authr als appreciates the help f Dr Jiang JZ in carrying the calculatin and the drawings. Fig. 6 Pressure distributin in a micrchannel with Kn = 0.88 at utlet ( h/ L = 100 ). Cmparisn f equatin () DSMC IP methds [1] and the LBM methd [6] It is nted that in [] the cmparisn f LBM with DSMC and IP methds was als given fr smaller Knudsen numbers (e.g. Kn=0.0194) where gd agreement between them was btained s the failure f LBM in predicting micrchannel flw is verified fr transitinal flw regime ( Kn = ) but nt fr slip flw regime. Fr the relative errr f LBM readers are referred t [] where the results were shwn via the deviatin ( p pl) / p f the pressure distributin frm the linear distributed pressure pl = p0 + ( pi p)(1 X). REFERENCES 1. Batchelr G.K An Intrductin t Fluid Dynamics Cambridge University Press Cambridge.. Ohwada T. Sne Y. and Aki K 1989 Numerical analysis f the Piseuille and thermal transpiratin flws f a rarefied gas between tw parallel plates Phys. f Fluids A1 pp Png K.C. H C.M. Liu J.Q. and Tai Y.C Nn-linear pressure distributin in unifrm micrchannels ASME FED 197 Applicatin f Micrfabricatin t Fluid Mechanics pp Shih J.C. H C.M. Liu J.Q. and Tai Y.C Mnatmic and plyatmic gas flw thrugh unifrm micrchannels ASME-DSC 59 pp Shen C. Fan J. and Xie C. 00 Statistical simulatin f rarefied gas flws in micr-channels Jurnal f Cmputatinal Physics 189 pp Nie X. Dlen G.D. and Chen S. 00 Lattice Bltzmann simulatin f fluid flws in MEMS Jurnal f Statistical Physics 107 pp Arkilic E.B Measurement f the mass flw and tangential mmentum accmmdatin cefficient in silicn micrmachined channels FDRL TR 97-1 Ph.D. Thesis MIT. 8. Arkilic E.B. et al. 001 Mass flw and tangential mmentum accmmdatin cefficient in silicn micrmachined channels J. Fluid Mech. 47 pp Cpyright 005 by ASME Dwnladed Frm: n 06/9/019 Terms f Use:

6 9. Clin S. Rarefactin and cmpressibility effects n steady and transient gas flws in micrchannels Micrfluidics and Nanfluidics Review published n line. 10. Elizalva T.G. 001 Cmput. Mathem. and Mathem. Physics 41 pp Graur I.A. Melans J.G. Zeitun D.E. Gaseus slip flw in micrchannels 4 th RGD Sympsium Bari Italy July Paper Th Bhatnagar P.L. Grss E.P. and Krk M A mdel fr cllisin prcesses in gases I Physics Review 94 pp Cercignani C. and Daneri A. 196 Flw f a rarefied gas between tw parallel plates Jurnal f Applied Physics 4 pp Fukui S. and Kanek R Analysis f ultra-thin gas film lubricatin based n linearized Bltzmann equatin: first reprt-derivatin f a generalized lubricatin equatin including thermal creep flw Jurnal f Triblgy 110 pp Fukui S. and Kanek R.1990 A database fr interplatin f Piseuille flw rates fr high Knudsen number lubricatin prblems Jurnal f Triblgy 11 pp Alexander F.J. Garcia A.L. and Alder B.J Direct simulatin Mnte Carl fr thin film bearings Physics f Fluids 6 pp Shen C. 005 Rarefied Gas Dynamics Fundamentals Simulatins and Micr Flws Springer Verlag Berlin Heidelberg New Yrk 18. Shen C. 005 Use f the degenerated Reynlds equatin in slving the micrchannel flw prblem accepted t appear in Physics f Fluids April issue f Fan J. and Shen C Statistical simulatin f lwspeed unidirectinal flws in transitinal regime in Rarefied Gas Dynamics edited by R Brun R Campargue R Gatignl J C Lengrand Cepadues Editins pp Fan J. and Shen C. Statistical simulatin f lw-speed rarefied gas flws. Jurnal f Cmputatinal Physics 167 pp Shen C. Fan J. and Xie C. 00 Statistical simulatin f rarefied gas flws in micr-channels. Jurnal f Cmp Physics 189 pp Chen S. and Dlen G.D Lattice Bltzmann Methd fr Fluid Flws Annual Review f Fluid Mechanics Shen C. Tian D. B. Xie C. and Fan J. 00 Examinatin f LBM in simulatin f the micr-channel flw in transitinal regime. Prceedings f the 1 st Intern. Cnference n micr and mini-channels April Rchester edited by S.G. Kandlikar ASME (00) see als Shen C. Tian D. B. Xie C. and Fan J. 004 Micrscale Thermphysical Engineering T. Veijla H. Kuisma J. Lahdenpera 1995 Equivalentcircuit mdel f the squeezed gas film in a silicn accelermeter Sensrs and Actuatrs A Cpyright 005 by ASME Dwnladed Frm: n 06/9/019 Terms f Use:

1.3. The Mean Temperature Difference

1.3. The Mean Temperature Difference 1.3. The Mean Temperature Difference 1.3.1. The Lgarithmic Mean Temperature Difference 1. Basic Assumptins. In the previus sectin, we bserved that the design equatin culd be slved much easier if we culd

More information

Conduction in the Cylindrical Geometry

Conduction in the Cylindrical Geometry Cnductin in the Cylindrical Gemetry R. Shankar Subramanian Department f Chemical and Bimlecular Engineering Clarksn University Chemical engineers encunter cnductin in the cylindrical gemetry when they

More information

Student Academic Learning Services Page 1 of 7. Statistics: The Null and Alternate Hypotheses. A Student Academic Learning Services Guide

Student Academic Learning Services Page 1 of 7. Statistics: The Null and Alternate Hypotheses. A Student Academic Learning Services Guide Student Academic Learning Services Page 1 f 7 Statistics: The Null and Alternate Hyptheses A Student Academic Learning Services Guide www.durhamcllege.ca/sals Student Services Building (SSB), Rm 204 This

More information

Numerical analysis of temperature distribution of plasma arc with molten pool in plasma arc melting

Numerical analysis of temperature distribution of plasma arc with molten pool in plasma arc melting Cmputatinal Materials Science 30 (2004) 441 447 www.elsevier.cm/lcate/cmmatsci Numerical analysis f temperature distributin f plasma arc with mlten pl in plasma arc melting S.C. Chu, S.S. Lian * Department

More information

VAPOUR PRESSURE. Ranges of Vapour Pressures for some Important Classes of Organic Compounds at 25 o C

VAPOUR PRESSURE. Ranges of Vapour Pressures for some Important Classes of Organic Compounds at 25 o C VAPOUR PRESSURE The r pressure (P ) is the pressure f the r f a cmpund in equilibrium with its pure cndensed phase (slid r liquid). Vapur pressures depend strngly n the temperature and vary widely with

More information

J A M S. Enterprise Resource Planning (ERP) System Selection Using a Novel Integrated Weight Decision Making Method. R. V. Rao 1* and B. K.

J A M S. Enterprise Resource Planning (ERP) System Selection Using a Novel Integrated Weight Decision Making Method. R. V. Rao 1* and B. K. Internatinal Jurnal f Advanced Manufacturing Systems Vlume 2 G Number 1 G January-June 2011 G pp. 21-28 Internatinal Science Press I J A M S Enterprise Resurce Planning (ERP) System Selectin Using a Nvel

More information

NASA. Comparison of Predicted and Experimental External Heat Transfer Around a Film Cooled Cylinder in Crossflow. NASA Technical Memorandum 83017

NASA. Comparison of Predicted and Experimental External Heat Transfer Around a Film Cooled Cylinder in Crossflow. NASA Technical Memorandum 83017 NASA Technical Memrandum 83017 Cmparisn f Predicted and Experimental External Heat Transfer Arund a Film Cled Cylinder in Crssflw Francis S. Stepka and Raymnd E. Gaugler Lewis Research Center Cleveland,

More information

Disk Redundancy (RAID)

Disk Redundancy (RAID) A Primer fr Business Dvana s Primers fr Business series are a set f shrt papers r guides intended fr business decisin makers, wh feel they are being bmbarded with terms and want t understand a cmplex tpic.

More information

Shell-and-Tube Heat Exchangers. R. Shankar Subramanian

Shell-and-Tube Heat Exchangers. R. Shankar Subramanian Shell-and-Tube Heat Exchangers R. Shankar Subramanian Shell-and-tube heat exchangers are used widely in the chemical prcess industries, especially in refineries, because f the numerus advantages they ffer

More information

Experiment 1: Freezing Point Depression

Experiment 1: Freezing Point Depression Experiment 1: Freezing Pint Depressin Purpse: The purpse f this lab is t experimentally determine the freezing pint f tw slutins and cmpare the effect f slute type and cncentratin fr each slutin. Intrductin:

More information

Sinusoidal Steady State Response of Linear Circuits. The circuit shown on Figure 1 is driven by a sinusoidal voltage source v s (t) of the form

Sinusoidal Steady State Response of Linear Circuits. The circuit shown on Figure 1 is driven by a sinusoidal voltage source v s (t) of the form Sinusidal Steady State espnse f inear Circuits The circuit shwn n Figure 1 is driven by a sinusidal ltage surce v s (t) f the frm v () t = v cs( ωt) (1.1) s i(t) + v (t) - + v (t) s v c (t) - C Figure

More information

Operational Amplifier Circuits Comparators and Positive Feedback

Operational Amplifier Circuits Comparators and Positive Feedback Operatinal Amplifier Circuits Cmparatrs and Psitive Feedback Cmparatrs: Open Lp Cnfiguratin The basic cmparatr circuit is an p-amp arranged in the pen-lp cnfiguratin as shwn n the circuit f Figure. The

More information

VARIABILITY OF TEC OVER AN EQUATORIAL STATION

VARIABILITY OF TEC OVER AN EQUATORIAL STATION XA0101446 VARIABILITY OF TEC OVER A EQUATORIAL STATIO J.O. Adeniyi 1 and S.M. Radicella 2 1 Physics Department, University f Ilrin, Ilrin, igeria 2 The Abdus Salam Internatinal Centre fr Theretical Physics,

More information

The Physics of Pulsations. Gas Machinery Conference 2008. Dennis Tweten Marybeth Nored Klaus Brun, Ph.D.

The Physics of Pulsations. Gas Machinery Conference 2008. Dennis Tweten Marybeth Nored Klaus Brun, Ph.D. Dennis Tweten Marybeth Nred Klaus Brun, Ph.D. Intrductin The principles f acustics have been well studied ver the last century because f the applicability f acustic thery t the brad spectrum f nise-related

More information

This report provides Members with an update on of the financial performance of the Corporation s managed IS service contract with Agilisys Ltd.

This report provides Members with an update on of the financial performance of the Corporation s managed IS service contract with Agilisys Ltd. Cmmittee: Date(s): Infrmatin Systems Sub Cmmittee 11 th March 2015 Subject: Agilisys Managed Service Financial Reprt Reprt f: Chamberlain Summary Public Fr Infrmatin This reprt prvides Members with an

More information

Effect of inclined heat transfer rate on thermosyphon heat pipe under sound wave

Effect of inclined heat transfer rate on thermosyphon heat pipe under sound wave As. J. Energy Env. 2009, 10(04), 214-220 Asian Jurnal n Energy and Envirnment ISSN 1513-4121 Available nline at www.asian-energy-jurnal.inf Research Article Effect f inclined heat transfer rate n thermsyphn

More information

Network Theorems - Alternating Current examples - J. R. Lucas

Network Theorems - Alternating Current examples - J. R. Lucas Netwrk Therems - lternating urrent examples - J. R. Lucas n the previus chapter, we have been dealing mainly with direct current resistive circuits in rder t the principles f the varius therems clear.

More information

A CONSISTENCY IMPROVING METHOD IN BINARY AHP

A CONSISTENCY IMPROVING METHOD IN BINARY AHP Jurnal f the Operatins Research Sciety f Japan Vl. 38, N., March 995 995 The Operatins Research Sciety f Japan A CONSISTENCY IMPROVING METHOD IN BINARY AHP Kazutm Nishizawa Nihn UniVfTsity (Received March

More information

Kinetic Molecular Theory of Gases/Ideal Gases. Kinetic Molecular Theory of Gases/Ideal Gases. Kinetic Molecular Theory of Gases/Ideal Gases

Kinetic Molecular Theory of Gases/Ideal Gases. Kinetic Molecular Theory of Gases/Ideal Gases. Kinetic Molecular Theory of Gases/Ideal Gases CHEMISTRY 000 Tpic #: Intermlecular Frces What Attracts Mlecules t Each ther? Spring 009 Prf. René Beré Kinetic Mlecular Thery f Gases/Ideal Gases In an ideal gas : The distance between gas particles (atms

More information

Comparisons between CRM and CCM PFC *

Comparisons between CRM and CCM PFC * Energy and Pwer Engineering, 13, 5, 864-868 di:1.436/epe.13.54b165 Published Online July 13 (http://www.scirp.rg/jurnal/epe Cmparisns between CRM and CCM PFC * Weiping Zhang,Wei Zhang,Jianb Yang 1,Faris

More information

Writing a Compare/Contrast Essay

Writing a Compare/Contrast Essay Writing a Cmpare/Cntrast Essay As always, the instructr and the assignment sheet prvide the definitive expectatins and requirements fr any essay. Here is sme general infrmatin abut the rganizatin fr this

More information

New York University Computer Science Department Courant Institute of Mathematical Sciences

New York University Computer Science Department Courant Institute of Mathematical Sciences New Yrk University Cmputer Science Department Curant Institute f Mathematical Sciences Curse Title: Data Cmmunicatin & Netwrks Curse Number:CSCI-GA.2662-00 Instructr: Jean-Claude Franchitti Sessin: 2 Assignment

More information

Unemployment, Gold, Money and Forecasts of Inflation

Unemployment, Gold, Money and Forecasts of Inflation Carnegie Melln University Research Shwcase @ CMU Tepper Schl f Business 3-1996 Unemplyment, Gld, Mney and Frecasts f Inflatin Allan H. Meltzer Carnegie Melln University, am05@andrew.cmu.edu Fllw this and

More information

Systems Load Testing Appendix

Systems Load Testing Appendix Systems Lad Testing Appendix 1 Overview As usage f the Blackbard Academic Suite grws and its availability requirements increase, many custmers lk t understand the capability f its infrastructure. As part

More information

Calibration of Oxygen Bomb Calorimeters

Calibration of Oxygen Bomb Calorimeters Calibratin f Oxygen Bmb Calrimeters Bulletin N.101 Prcedures fr standardizatin f Parr xygen bmb calrimeters. Energy Equivalent The calibratin f an xygen bmb calrimeter has traditinally been called the

More information

NPS ARCHIVE 1968 JOHNSON, L.

NPS ARCHIVE 1968 JOHNSON, L. NPS ARCIVE 1968 JNSN, L. EXPERIENTAL INVESTIGATIN F TURBULENT JET ATTACENT T A CNVEX WALL by Larry Dean Jhnsn i:rvterev CA 93943-5101 UNITED STATES NAVAL PSTGRADUATE SCL TESIS EXPERIENTAL INVESTIGATIN

More information

ENERGY MODELLING OF ETFE MEMBRANES IN BUILDING APPLICATIONS

ENERGY MODELLING OF ETFE MEMBRANES IN BUILDING APPLICATIONS Eleventh Internatinal IBPSA Cnference Glasgw, Sctland July 27-30, 2009 ENERGY MODELLING OF ETFE MEMBRANES IN BUILDING APPLICATIONS Harris Pirazis, Mikkel Kragh, and Charlie Hgg Arup, 13 Fitzry Street,

More information

BRILL s Editorial Manager (EM) Manual for Authors Table of Contents

BRILL s Editorial Manager (EM) Manual for Authors Table of Contents BRILL s Editrial Manager (EM) Manual fr Authrs Table f Cntents Intrductin... 2 1. Getting Started: Creating an Accunt... 2 2. Lgging int EM... 3 3. Changing Yur Access Cdes and Cntact Infrmatin... 3 3.1

More information

Quality Assurance to ISO 9000 series. Normal Route With No QA System. Categor y. Serial Production. A Internal production control

Quality Assurance to ISO 9000 series. Normal Route With No QA System. Categor y. Serial Production. A Internal production control The directive lists 13 different mdules that define the inspectin requirements f bth the manufacturer and ntified bdy. Tw mdules, & 1, cver design nly and have t be used in cnjunctin with anther mdule

More information

Michigan Transfer Agreement (MTA) Frequently Asked Questions for College Personnel

Michigan Transfer Agreement (MTA) Frequently Asked Questions for College Personnel Michigan Transfer Agreement (MTA) Frequently Asked Questins fr Cllege Persnnel What happened t the MACRAO Agreement? Originally signed in 1972, the MACRAO agreement has been used successfully by many students

More information

Motor Calculations. Calculating Mechanical Power Requirements Torque - Speed Curves Numerical Calculation Sample Calculation Thermal Calculations

Motor Calculations. Calculating Mechanical Power Requirements Torque - Speed Curves Numerical Calculation Sample Calculation Thermal Calculations Mtr Calculatins Calculating Mechanical Pwer Requirements Trque - Speed Curves Numerical Calculatin Sample Calculatin Thermal Calculatins Calculating Mechanical Pwer Requirements Physically, pwer is defined

More information

GED MATH STUDY GUIDE. Last revision July 15, 2011

GED MATH STUDY GUIDE. Last revision July 15, 2011 GED MATH STUDY GUIDE Last revisin July 15, 2011 General Instructins If a student demnstrates that he r she is knwledgeable n a certain lessn r subject, yu can have them d every ther prblem instead f every

More information

Plan Transfer Procedures for Utility Submissions 11 24 2015 OVERVIEW

Plan Transfer Procedures for Utility Submissions 11 24 2015 OVERVIEW Plan Transfer Prcedures fr Utility Submissins OVERVIEW Abbreviatins The fllwing will be used thrughut this dcument: CADD MicrStatin r GDOT Bentley Navigatr PPG Plans Preparatin Guide DUO District Utilities

More information

Instructor: Subject: Science Grade 6

Instructor: Subject: Science Grade 6 Instructr: Subject: Science Grade 6 Essential Questin: Egg Flat (A Density Experiment) Time Frame: 40 minutes Date: Wuld yu rather be shipwrecked in the middle f a Great Lake (fresh water) r the cean?

More information

3 Fluid flow in porous media

3 Fluid flow in porous media Fluid flw in prus media In Chapter we cnsidered hw t represent a particle size distributin by, where pssible, a single term that is representatie f all the particle sizes. This term may then be used fr

More information

Electric Circuits II. More about Mutual Inductance. Lecture #22

Electric Circuits II. More about Mutual Inductance. Lecture #22 EE 05 Dr. A. Ziduri Electric Circuits II Mre abut Mutual Inductance Lecture # - - EE 05 Dr. A. Ziduri The material t be cvered in this lecture is as fllws: Mutual Inductance in Terms f Self Inductance

More information

Chapter 3: Cluster Analysis

Chapter 3: Cluster Analysis Chapter 3: Cluster Analysis 3.1 Basic Cncepts f Clustering 3.1.1 Cluster Analysis 3.1. Clustering Categries 3. Partitining Methds 3..1 The principle 3.. K-Means Methd 3..3 K-Medids Methd 3..4 CLARA 3..5

More information

Applied Spatial Statistics: Lecture 6 Multivariate Normal

Applied Spatial Statistics: Lecture 6 Multivariate Normal Applied Spatial Statistics: Lecture 6 Multivariate Nrmal Duglas Nychka, Natinal Center fr Atmspheric Research Supprted by the Natinal Science Fundatin Bulder, Spring 2013 Outline additive mdel Multivariate

More information

CHANNEL UTILIZATION AND BLOCKING PROBABILITY IN A CELLULAR MOBILE TELEPHONE SYSTEM WITH DIRECTED RETRY. Berth EKLUNDH

CHANNEL UTILIZATION AND BLOCKING PROBABILITY IN A CELLULAR MOBILE TELEPHONE SYSTEM WITH DIRECTED RETRY. Berth EKLUNDH ITC 11 Minru Akiyama (Editr) Elsevier Science Publishers B. V. (Nrth-Hlland) lac 1985 CHANNEL UTILIZATION AND BLOCKING PROBABILITY IN A CELLULAR MOBILE TELEPHONE SYSTEM WITH DIRECTED RETRY Berth EKLUNDH

More information

ELECTRONIC TRANSMISSION THROUGH QUANTUM WIER CONTAINING HETERO-JUNCTIONS

ELECTRONIC TRANSMISSION THROUGH QUANTUM WIER CONTAINING HETERO-JUNCTIONS Jurnal f The Islamic f Gaza(Natural Sciences Series Vl.3, N., P03-, 005 ISSN 76-6807, http://.iugaza.edu/ara/research/ ELECTRONIC TRANSISSION THROUGH QUANTU WIER CONTAINING HETERO-JUNCTIONS H.. Fayad,

More information

Determining Efficient Solutions to Multiple. Objective Linear Programming Problems

Determining Efficient Solutions to Multiple. Objective Linear Programming Problems Applied Mathematical Sciences, Vl. 7, 2013, n. 26, 1275-1282 HIKARI Ltd, www.m-hikari.cm Determining Efficient Slutins t Multiple Objective Linear Prgramming Prblems P. Pandian and M. Jayalakshmi Department

More information

IX- On Some Clustering Techniques for Information Retrieval. J. D. Broffitt, H. L. Morgan, and J. V. Soden

IX- On Some Clustering Techniques for Information Retrieval. J. D. Broffitt, H. L. Morgan, and J. V. Soden IX-1 IX- On Sme Clustering Techniques fr Infrmatin Retrieval J. D. Brffitt, H. L. Mrgan, and J. V. Sden Abstract Dcument clustering methds which have been prpsed by R. E. Bnner and J. J. Rcchi are cmpared.

More information

When we include all these parts, we have a strong introductory paragraph, or a HIGH 5 PARAGRAPH.

When we include all these parts, we have a strong introductory paragraph, or a HIGH 5 PARAGRAPH. Writing an Intrductry Paragraph State the Objective: Tday we will learn hw t write a gd intrductin fr an infrmatinal text. This is imprtant t yu as an authr because a gd intrductin captures yur audience

More information

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

2. Before we answer the question, here are four important terms relating to redox reactions and galvanic cells. CHAPTER SEVENTEEN ELECTROCHEMISTRY Fr Review 1. Electrchemistry is the study f the interchange f chemical and electrical energy. A redx (xidatin-reductin) reactin is a reactin in which ne r mre electrns

More information

Multiple Choice (10 points each) Identify the letter of the choice that best completes the statement or answers the question.

Multiple Choice (10 points each) Identify the letter of the choice that best completes the statement or answers the question. General Chemistry II Exam 1 (175 pints) (Answer Key) 1A Name Multiple Chice (10 pints each) Identify the letter f the chice that best cmpletes the statement r answers the questin. E 1. Fr a certain prcess

More information

The PMI Advanced. BET SORPTOMETER BET-203A Not just products...solutions!

The PMI Advanced. BET SORPTOMETER BET-203A Not just products...solutions! The PMI Advanced BET SORPTOMETER BET-203A Nt just prducts...slutins! DESCRIPTION PMI s BET-Srptmeter is fully autmated, vlumetric gas srptin analyzer t measure accurately adsrptin and desrptin istherms

More information

In this chapter, you will learn to use net present value analysis in cost and price analysis.

In this chapter, you will learn to use net present value analysis in cost and price analysis. 9.0 - Chapter Intrductin In this chapter, yu will learn t use net present value analysis in cst and price analysis. Time Value f Mney. The time value f mney is prbably the single mst imprtant cncept in

More information

Lab #3: Spectrophotometry

Lab #3: Spectrophotometry Lab #3: Spectrphtmetry Backgrund One f the key functins f the hmestatic mechanisms f the human bdy is t maintain the chemical cmpsitin f the fluid envirnment in which the cells f the bdy live. The ability

More information

LABOR PRODUCTIVITY AS A FACTOR FOR BANKRUPTCY PREDICTION

LABOR PRODUCTIVITY AS A FACTOR FOR BANKRUPTCY PREDICTION Daniel BRÎNDESCU OLARIU West University f Timisara LABOR PRODUCTIVITY AS A FACTOR FOR BANKRUPTCY PREDICTION Empirical study Keywrds Crprate finance Risk Failure Financial rati Financial analysis Classificatin

More information

UNIVERSITY OF CALIFORNIA MERCED PERFORMANCE MANAGEMENT GUIDELINES

UNIVERSITY OF CALIFORNIA MERCED PERFORMANCE MANAGEMENT GUIDELINES UNIVERSITY OF CALIFORNIA MERCED PERFORMANCE MANAGEMENT GUIDELINES REFERENCES AND RELATED POLICIES A. UC PPSM 2 -Definitin f Terms B. UC PPSM 12 -Nndiscriminatin in Emplyment C. UC PPSM 14 -Affirmative

More information

X7500 Series, X4500 Scanner Series MFPs: LDAP Address Book and Authentication Configuration and Basic Troubleshooting Tips

X7500 Series, X4500 Scanner Series MFPs: LDAP Address Book and Authentication Configuration and Basic Troubleshooting Tips X7500 Series, X4500 Scanner Series MFPs: LDAP Address Bk and Authenticatin Cnfiguratin and Basic Trubleshting Tips Lexmark Internatinal 1 Prerequisite Infrm atin In rder t cnfigure a Lexmark MFP fr LDAP

More information

Standards and Procedures for Approved Master's Seminar Paper or Educational Project University of Wisconsin-Platteville Requirements

Standards and Procedures for Approved Master's Seminar Paper or Educational Project University of Wisconsin-Platteville Requirements Standards and Prcedures fr Apprved Master's Seminar Paper r Educatinal Prject University f Wiscnsin-Platteville Requirements Guidelines Apprved by the Graduate Cuncil University f Wiscnsin-Platteville

More information

How to put together a Workforce Development Fund (WDF) claim 2015/16

How to put together a Workforce Development Fund (WDF) claim 2015/16 Index Page 2 Hw t put tgether a Wrkfrce Develpment Fund (WDF) claim 2015/16 Intrductin What eligibility criteria d my establishment/s need t meet? Natinal Minimum Data Set fr Scial Care (NMDS-SC) and WDF

More information

ITIL Service Offerings & Agreement (SOA) Certification Program - 5 Days

ITIL Service Offerings & Agreement (SOA) Certification Program - 5 Days ITIL Service Offerings & Agreement (SOA) Certificatin Prgram - 5 Days Prgram Overview ITIL is a set f best practices guidance that has becme a wrldwide-adpted framewrk fr Infrmatin Technlgy Services Management

More information

S., Cryptographic Key Agreement for Mobile Radio,

S., Cryptographic Key Agreement for Mobile Radio, DIGITAL SIGNAL PROCESSING 6, 207 212 (1996) ARTICLE NO. 0023 Cryptgraphic Key Agreement fr Mbile Radi Amer A. Hassan,* Wayne E. Stark, Jhn E. Hershey, and Sandeep Chennakeshu* *Ericssn Mbile Cmmunicatins

More information

Integrate Marketing Automation, Lead Management and CRM

Integrate Marketing Automation, Lead Management and CRM Clsing the Lp: Integrate Marketing Autmatin, Lead Management and CRM Circular thinking fr marketers 1 (866) 372-9431 www.clickpintsftware.cm Clsing the Lp: Integrate Marketing Autmatin, Lead Management

More information

Electrochemical cells

Electrochemical cells Electrchemical cells In this chapter, we turn ur attentin t electrn transfer reactins. T identify an electrn transfer reactins, we must assign xidatin states review rules in Chapter 3. e.g. Zn(s) Cu(NO

More information

Importance and Contribution of Software Engineering to the Education of Informatics Professionals

Importance and Contribution of Software Engineering to the Education of Informatics Professionals Imprtance and Cntributin f Sftware Engineering t the Educatin f Infrmatics Prfessinals Dr. Tick, József Budapest Plytechnic, Hungary, tick@bmf.hu Abstract: As a result f the Blgna prcess a new frm f higher

More information

Using PayPal Website Payments Pro UK with ProductCart

Using PayPal Website Payments Pro UK with ProductCart Using PayPal Website Payments Pr UK with PrductCart Overview... 2 Abut PayPal Website Payments Pr & Express Checkut... 2 What is Website Payments Pr?... 2 Website Payments Pr and Website Payments Standard...

More information

CSE 231 Fall 2015 Computer Project #4

CSE 231 Fall 2015 Computer Project #4 CSE 231 Fall 2015 Cmputer Prject #4 Assignment Overview This assignment fcuses n the design, implementatin and testing f a Pythn prgram that uses character strings fr data decmpressin. It is wrth 45 pints

More information

How much life insurance do I need? Wrong question!

How much life insurance do I need? Wrong question! Hw much life insurance d I need? Wrng questin! We are ften asked this questin r sme variatin f it. We believe it is NOT the right questin t ask. What yu REALLY need is mney, cash. S the questin shuld be

More information

Trends and Considerations in Currency Recycle Devices. What is a Currency Recycle Device? November 2003

Trends and Considerations in Currency Recycle Devices. What is a Currency Recycle Device? November 2003 Trends and Cnsideratins in Currency Recycle Devices Nvember 2003 This white paper prvides basic backgrund n currency recycle devices as cmpared t the cmbined features f a currency acceptr device and a

More information

Access EEC s Web Applications... 2 View Messages from EEC... 3 Sign In as a Returning User... 3

Access EEC s Web Applications... 2 View Messages from EEC... 3 Sign In as a Returning User... 3 EEC Single Sign In (SSI) Applicatin The EEC Single Sign In (SSI) Single Sign In (SSI) is the secure, nline applicatin that cntrls access t all f the Department f Early Educatin and Care (EEC) web applicatins.

More information

MATHEMATICAL MODEL OF PNEUMATIC PROPORTIONAL VALVE

MATHEMATICAL MODEL OF PNEUMATIC PROPORTIONAL VALVE Vl., N. /202, ISSN 802-9388 MATHEMATICAL MODEL OF PNEUMATIC PROPORTIONAL VALVE *Zdeněk VARGA, **Petri-Keski HONKOLA *Technical University f Liberec, Faculty f Mechanical Engineering, Department f Applied

More information

Times Table Activities: Multiplication

Times Table Activities: Multiplication Tny Attwd, 2012 Times Table Activities: Multiplicatin Times tables can be taught t many children simply as a cncept that is there with n explanatin as t hw r why it is there. And mst children will find

More information

The Role of Multidimensional Databases in Modern Organizations

The Role of Multidimensional Databases in Modern Organizations Ecnmic Insights Trends and Challenges Vl.IV (LXVII) N. 2/2015 95-102 The Rle f Multidimensinal Databases in Mdern Organizatins Ana Tănăsescu Faculty f Ecnmic Sciences, Petrleum-Gas University f Plieşti,

More information

A Survey of Smaller Community Foundations: How They Meet Their Information Technology Needs. Barrington Partners

A Survey of Smaller Community Foundations: How They Meet Their Information Technology Needs. Barrington Partners A Survey f Smaller Cmmunity Fundatins: Hw They Meet Their Infrmatin Technlgy Needs Pr e pa r e d b y Barringtn Partners A SURVEY OF SMALLER COMMUNITY FOUNDATIONS: HOW THEY MEET THEIR INFORMATION TECHNOLOGY

More information

An Oracle White Paper January 2013. Comprehensive Data Quality with Oracle Data Integrator and Oracle Enterprise Data Quality

An Oracle White Paper January 2013. Comprehensive Data Quality with Oracle Data Integrator and Oracle Enterprise Data Quality An Oracle White Paper January 2013 Cmprehensive Data Quality with Oracle Data Integratr and Oracle Enterprise Data Quality Executive Overview Pr data quality impacts almst every cmpany. In fact, accrding

More information

This guide is intended for administrators, who want to install, configure, and manage SAP Lumira, server for BI Platform

This guide is intended for administrators, who want to install, configure, and manage SAP Lumira, server for BI Platform Hw T install SAP Lumira, server n SAP BusinessObjects BI platfrm Distributed Install Applies t: SAP Lumira, server versin fr the SAP BusinessObjects BI platfrm Summary This guide is intended fr administratrs,

More information

Live Analytics for Kaltura Live Streaming Information Guide. Version: Jupiter

Live Analytics for Kaltura Live Streaming Information Guide. Version: Jupiter Live Analytics fr Kaltura Live Streaming Infrmatin Guide Versin: Jupiter Kaltura Business Headquarters 250 Park Avenue Suth, 10th Flr, New Yrk, NY 10003 Tel.: +1 800 871 5224 Cpyright 2015 Kaltura Inc.

More information

time needed to collect and analyse data.

time needed to collect and analyse data. Feasibility and Pilt studies This is a definitin that has been agreed by the Efficacy and Mechanism Evaluatin (EME), Public Health Research (PHR), Health Technlgy Assessment (HTA) and Research fr Patient

More information

In Australia, compulsory third party insurance (CTP) covers

In Australia, compulsory third party insurance (CTP) covers COMPULSORY THIRD PARTY INSURANCE: METHODS OF MAKING EXPLICIT ALLOWANCE FOR INFLATION B. J. BRUTON and J. R. CUMPSTON Australia SUMMARY An inflatin index is essential when cnstructing claim payment mdels

More information

LINCOLNSHIRE POLICE Policy Document

LINCOLNSHIRE POLICE Policy Document LINCOLNSHIRE POLICE Plicy Dcument 1. POLICY IDENTIFICATION PAGE POLICY TITLE: ICT CHANGE & RELEASE MANAGEMENT POLICY POLICY REFERENCE NO: PD 186 POLICY OWNERSHIP: ACPO Cmmissining Officer: Prtfli / Business-area

More information

Lesson 22. 3-Dimensional Solids. Objectives. Classify 3-Dimensional solids Determine the Volume of 3-Dimensional solids. Student Name: Date:

Lesson 22. 3-Dimensional Solids. Objectives. Classify 3-Dimensional solids Determine the Volume of 3-Dimensional solids. Student Name: Date: Student Name: Date: Cntact t Persn Name: Phne Number: Lessn -Dimensinal Slids Objectives Classify -Dimensinal slids Determine the Vlume f -Dimensinal slids Authrs: Jasn March,.A. Tim Wilsn,.A. Editr: Graphics:

More information

INTEGRATION OVERVIEW. Introduction... 1. Authentication methods... 2. Learning management system (LMS) integration methods... 2. AICC standard...

INTEGRATION OVERVIEW. Introduction... 1. Authentication methods... 2. Learning management system (LMS) integration methods... 2. AICC standard... INTEGRATION OVERVIEW Cntents Intrductin... 1 Authenticatin methds... 2 Learning management system (LMS) integratin methds... 2 AICC standard... 2 LTI standard... 3 Applicatin prgramming interface (API)

More information

1) Update the AccuBuild Program to the latest version Version 9.3.0.3 or later.

1) Update the AccuBuild Program to the latest version Version 9.3.0.3 or later. Certified Payrll XML Exprt As f June 4 th, 2015, The Califrnia Department f Industrial Relatins (DIR) is requiring that all certified payrll reprts be submitted nline using the ecpr system. The ecpr System

More information

Statistical Analysis (1-way ANOVA)

Statistical Analysis (1-way ANOVA) Statistical Analysis (1-way ANOVA) Cntents at a glance I. Definitin and Applicatins...2 II. Befre Perfrming 1-way ANOVA - A Checklist...2 III. Overview f the Statistical Analysis (1-way tests) windw...3

More information

Poznań University of Technology Institute of Mechanical Technology Poland, e-mail: swornowski@wp.pl

Poznań University of Technology Institute of Mechanical Technology Poland, e-mail: swornowski@wp.pl PAWEŁ SWORNOWSKI Pznań University f Technlgy Institute f Mechanical Technlgy Pland, e-mail: swrnwski@wp.pl THE INFLUENCE OF INACCURACY OF CALCULATING ALGORITHMS USED IN THE CMMS ON MEASUREMENT RESULTS

More information

Success in Mathematics

Success in Mathematics Success in Mathematics Tips n hw t study mathematics, hw t apprach prblem-slving, hw t study fr and take tests, and when and hw t get help. Math Study Skills Be actively invlved in managing the learning

More information

A Markovian model for reliability and other performance measures of software systems*

A Markovian model for reliability and other performance measures of software systems* A Markvian mdel fr reliability and ther perfrmance measures f sftware systems* by AMRIT L. GOEL and KAZU OKUMOTO Syracuse University Syracuse, ew Yrk ITRODUCTIO Several studies have been undertaken in

More information

Information paper Reference Data Management Service

Information paper Reference Data Management Service This infrmatin paper describes the EU Reference Data Management Service. This Service prvides a central database, web service web applicatin fr maintaining RIS reference data, which is used by varius RIS-systems

More information

Why Can t Johnny Encrypt? A Usability Evaluation of PGP 5.0 Alma Whitten and J.D. Tygar

Why Can t Johnny Encrypt? A Usability Evaluation of PGP 5.0 Alma Whitten and J.D. Tygar Class Ntes: February 2, 2006 Tpic: User Testing II Lecturer: Jeremy Hyland Scribe: Rachel Shipman Why Can t Jhnny Encrypt? A Usability Evaluatin f PGP 5.0 Alma Whitten and J.D. Tygar This article has three

More information

MODELING THE VOC EMISSIONS OF SOLID/WET BUILDING MATERIAL ASSEMBLY AND ITS ASSESSMENT

MODELING THE VOC EMISSIONS OF SOLID/WET BUILDING MATERIAL ASSEMBLY AND ITS ASSESSMENT Prceedings: Indr Air MODELING THE VOC EMISSIONS OF SOLID/WET BUILDING MATERIAL ASSEMBLY AND ITS ASSESSMENT C-S Lee *, F Haghighat and W Ghaly Departent f Building, Civil, and Envirnental Engineering Departent

More information

Spatial basis risk and feasibility of index based crop insurance in Canada: A spatial panel data econometric approach

Spatial basis risk and feasibility of index based crop insurance in Canada: A spatial panel data econometric approach Spatial basis risk and feasibility f index based crp insurance in Canada: A spatial panel data ecnmetric apprach Millin A.Tadesse (Ph.D.), University f Waterl, Statistics and Actuarial Science, Canada.

More information

ITIL Release Control & Validation (RCV) Certification Program - 5 Days

ITIL Release Control & Validation (RCV) Certification Program - 5 Days ITIL Release Cntrl & Validatin (RCV) Certificatin Prgram - 5 Days Prgram Overview ITIL is a set f best practices guidance that has becme a wrldwide-adpted framewrk fr Infrmatin Technlgy Services Management

More information

Solar Geometry P L A N E O F S U N

Solar Geometry P L A N E O F S U N 1 Slar Gemetry The Earth s daily rtatin abut the axis thrugh its tw celestial ples (Nrth and Suth) is perpendicular t the equatr, but it is nt perpendicular t the plane f the Earth s rbit. In fact, the

More information

P CARD College of Health and Rehabilitation Sciences: Sargent Internal Policy

P CARD College of Health and Rehabilitation Sciences: Sargent Internal Policy P CARD Cllege f Health and Rehabilitatin Sciences: Sargent Internal Plicy All purchasing card hlders must read the Purchasing Card Prgram Manual (P Card Manual) and cnfirm upn ding s via email t the SAM

More information

Unit tests need to be supervised and the final exam invigilated.

Unit tests need to be supervised and the final exam invigilated. Activating the Curse: Pre-Calculus 11 requires students t cmplete a threshld in rder t be cnsidered active in the curse. The threshld cnsists f the first tw assignments; Quadratic Functins 1 and Quadratic

More information

Economic Justification: Measuring Return on Investment (ROI) and Cost Benefit Analysis (CBA)

Economic Justification: Measuring Return on Investment (ROI) and Cost Benefit Analysis (CBA) Advancing Statewide Spatial Data Infrastructures in Supprt f the Natinal Spatial Data Infrastructure (NSDI) Ecnmic Justificatin: Measuring Return n Investment (ROI) and Cst Benefit Analysis (CBA) Intrductin

More information

Important considerations regarding calibration of ultrasonic gas flow meters

Important considerations regarding calibration of ultrasonic gas flow meters Imprtant cnsideratins regarding calibratin f ultrasnic gas flw meters Fr NFOGM Nytt, June 2013 Mrten Marstein, FMC Kngsberg Metering AS Intrductin Multipath ultrasnic gas flw meters are nrmally flw calibrated

More information

Cancer Treatments. Cancer Education Project. Overview:

Cancer Treatments. Cancer Education Project. Overview: Cancer Educatin Prject Cancer Treatments Overview: This series f activities is designed t increase students understanding f the variety f cancer treatments. Students als explre hw the txicity f a chemtherapy

More information

Competitive Intelligence Report - Market Snapshot Explanations of Numbers Suggestions and Tips

Competitive Intelligence Report - Market Snapshot Explanations of Numbers Suggestions and Tips Cmpetitive Intelligence Reprt - Market Snapsht Explanatins f Numbers Suggestins and Tips The infrmatin cntained in the tw sectins f the Cmpetitive Intelligence Reprt fr each gegraphic regin is f the highest

More information

Holyoke Public Schools Mathematics Curriculum Map Grade 3. Surveys and Line Plots

Holyoke Public Schools Mathematics Curriculum Map Grade 3. Surveys and Line Plots Hlyke Public Schls Mathematics Curriculum Map Grade 3 Surveys and Line Plts Table f Cntents Curriculum Map Outline...4 Mathematic Evidence f Learning Artifacts.5 Prbing Questins fr Accuntable Talk...6

More information

IFRS Discussion Group

IFRS Discussion Group IFRS Discussin Grup Reprt n the Public Meeting February 26, 2014 The IFRS Discussin Grup is a discussin frum nly. The Grup s purpse is t assist the Accunting Standards Bard (AcSB) regarding issues arising

More information

ELEC 204 Digital System Design LABORATORY MANUAL

ELEC 204 Digital System Design LABORATORY MANUAL ELEC 204 Digital System Design LABORATORY MANUAL : Design and Implementatin f a 3-bit Up/Dwn Jhnsn Cunter Cllege f Engineering Kç University Imprtant Nte: In rder t effectively utilize the labratry sessins,

More information

Watlington and Chalgrove GP Practice - Patient Satisfaction Survey 2011

Watlington and Chalgrove GP Practice - Patient Satisfaction Survey 2011 Watlingtn and Chalgrve GP - Patient Satisfactin Survey 2011 Backgrund During ne week in Nvember last year patients attending either the Chalgrve r the Watlingtn surgeries were asked t cmplete a survey

More information

Using PayPal Website Payments Pro with ProductCart

Using PayPal Website Payments Pro with ProductCart Using PayPal Website Payments Pr with PrductCart Overview... 2 Abut PayPal Website Payments Pr & Express Checkut... 3 What is Website Payments Pr?... 3 Website Payments Pr and Website Payments Standard...

More information

University of Toronto Interprofessional Education Curriculum/Program

University of Toronto Interprofessional Education Curriculum/Program University f Trnt Interprfessinal Educatin Curriculum/Prgram The University f Trnt (UT), building n its rich histry f interprfessinal educatin (IPE), develped an IPE curriculum fr eleven f its health science

More information

Volume of Snow and Water

Volume of Snow and Water Vlume f Snw and Water Grade Levels: 5th Length f Lessn Sequence: Tw 30 minute perids Brief Descriptin: Water and snw d nt have the same vlume because snwflakes have air pckets trapped inside. When snw

More information

Accident Investigation

Accident Investigation Accident Investigatin APPLICABLE STANDARD: 1960.29 EMPLOYEES AFFECTED: All emplyees WHAT IS IT? Accident investigatin is the prcess f determining the rt causes f accidents, n-the-jb injuries, prperty damage,

More information