The issue of June, 1925 of Industrial and Engineering Chemistry published a famous paper entitled
|
|
- Debra Long
- 8 years ago
- Views:
Transcription
1 Revsta Cêncas & Tecnologa Reflectons on the use of the Mccabe and Thele method GOMES, João Fernando Perera Chemcal Engneerng Department, IST - Insttuto Superor Técnco, Torre Sul, Av. Rovsco Pas, 1, Lsboa, Portugal Chemcal Engneerng Department, ISEL - Insttuto Superor de Engenhara de Lsboa, R. Conselhero Emído Navarro, 1, Lsboa, Portugal Emal: jgomes@deq.sel.pl.pt Abstract Ths paper reflects on the contnuty of teachng the McCabe and Thele method on chemcal engneerng courses for understandng the vapour-lqud equlbrum phenomena nvolved n dstllaton. Some exercses comparng the results obtaned by ths method as well as by other accurate analytcal methods are presented and solved, as they are taught n ISEL courses. Because of ts accuracy and easness of use, and also because of the fact as ths method allows an easy vsualsaton of the whole operaton tself, the McCabe and Thele method contnues to be wdespread used and students show a remarkable adherence to t. Introducton The ssue of June, 1925 of Industral and Engneerng Chemstry publshed a famous paper enttled Graphcal Desgn of Fractonatng Columns by.l. McCabe and E.. Thele, of the Massachusetts Insttute of Technology [1], descrbed as A rapd and accurate graphcal method ( ) for computng the theoretcal number of plates requred n a gven separaton of a bnary mxture ( ). Although the precse desgn of columns for separatng bnary mxtures of volatle components dates back to a paper by Sorel n 1889 [2], assumng that equlbrum s establshed between the lqud on each plate and the vapour rsng from t, and therefore calculatng the enrchment from plate to plate by heat and materal balances. Ths model s applcable to a wde range of contnuous, steady state and equlbrum-stage dstllaton operatons, but s somewhat tedous, whch resulted n further smplfcatons made by several authors such as Lews [3] and Peters [4], among others. Apart from these analytcal methods, graphcal methods were also ntroduced by Ponchon [5], Rodebush [6], Savart [7] and, of course, McCabe and Thele. hat s strkng s the fact that, after the mathematcal model of Sorel was publshed, these other methods were proposed for solvng the related equatons graphcally or algebracally durng an 18-year perod from 1920 to 1938, pror to the avalablty of dgtal computers, whch allowed even to solve equatons for multcomponent dstllaton. Today, the only method from that era that remans n consderable wdespread use, stll beng taught n graduate chemcal engneerng courses all over the world and descrbed n the major textbooks dealng wth unt operatons [8], s, n fact, the method of McCabe and Thele. The latter method has some attrbutes that are, and probably wll be, responsble for ts contnung popularty: t shows clearly the ease or dffculty of each specfc separaton, as pnched regons can be readly seen, as well as the effect of feed locaton, n spte of beng accurate. Also t can be even appled to more complex problems such as separaton of azeotropes, ternary mxtures, etc. Apart from dstllaton tself, ths graphcal method has been appled wth success to other unt operatons such as gaseous absorpton and strppng where the basc phenomena nvolved are bascally the same. Ths method can even be appled to lqud-lqud extracton for constructng auxlary curves wthn the applcaton of the Hunter-Nash method [9], and also to the desgn of multcomponent dstllaton mxtures. Ano 1 n. 1 julho-dezembro
2 Centro de Cêncas e Tecnologa Calculatons on dstllaton In order to llustrate ths some exercses are currently solved n the classes of Separaton Processes as taught n the graduate course of Chemcal Engneerng of ISEL Insttuto Superor de Engenhara de Lsboa, where from smple examples t s ntended to show to the student the easness and accuracy of the McCabe and Thele method, partcularly when appled to more complex stuatons other than smple bnary dstllaton. The followng example s partcularly useful n order to assess the applcablty of the McCabe and Thele method, especally when compared wth other analytcal methods, such as Fenske [10] and Krkbrdge [11] methods. Let us consder the followng problem, ntroduced by Seader and Henley [8]: a 25 mol% mxture of acetone (A) n water () s to be separated by dstllaton at an average pressure of 130 kpa (975 torr), nto a dstllate contanng 95 mol% acetone and a bottoms contanng 2 mol% acetone. The nfnte-dluton actvty coeffcents are, respectvely: γ acetone = 8.12 γ water = 4.13 Usng the McCabe and Thele t s possble to calculate the number of equlbrum stages requred. Apart from that let us also calculate the same by usng the Fenske equaton and then draw conclusons. Prelmnary analyss of thermodynamc data As the pressure s close to 1 atm, the vapour-lqud equlbrum compostons can be estmated from the modfed Raoult s law for deal gases: K = γ L Ps / P Eq. (1) Vapour pressures can be obtaned from Antone equatons and lqud-phase actvty coeffcents over the entre composton range from fttng the nfnte dluton coeffcents to the two-constant van Laar equaton: Thus: ln γ 1 = A 12 / [1+(x 1 A 12 )/(x 2 A 21 ] 2 Eq. (2) ln γ 2 = A 21 / [1+(x 2 A 21 )/(x 1 A 12 ] 2 Eq. (3) K A = y A /x A = P s / P Eq. (4) and: K = y x = γ P s / P Eq. (5) Solvng equatons (2) and (3) to the actvty coeffcents: = exp ( A A / [1+ (x A A A /x A A ) ] Eq. (6) γ = exp ( A A / [1+ (x A A /x A A A ) ] Eq. (7) and, as: A A = ln γ = ln (8.12) = A A A = ln γ = ln (4.13) = Substtutng these van Laar coeffcents nto equatons (6) and (7), we obtan: = exp ( / [1+ (1.477 xa /(1- xa ) ] 2 Eq. (8) γ = exp ( / [1+ ( (1- xa )/ xa ] 2 Eq. (9) 2 - Unversdade Católca de Pernambuco
3 Revsta Cêncas & Tecnologa Now, we have to consder the correlaton between temperature and pressure of the gaseous phase for both substances, whch can be obtaned from Perry s Chemcal Engneers Handbook [12], as follows: log P s = / (T ) Eq. (10) A log P s = / (T ) Eq. (11) where: P s s the vapour pressure of component (torr) and T s the temperature ( C). Determnaton of the mnmum stages by the Fenske equaton In order to apply the Fenske equaton, t s necessary, frst, to determne the relatve volatltes at the top and at the bottom of the column. Then the average value can be used to compute the Fenske equaton. Bubble pont for the dstllate composton The bubble pont condton s: Σ x D K = Σ x D (γ P s / P) = 1 Eq. (12) In the dstllate, xa = 0.95 and x = From equatons (6) and (7): = exp ( / [1+ (0.95x2.094 / 0.05x1.418) ] 2 = γ = exp ( / [1+ (0.05x1.418 / 0.95x2.094) ] 2 = 3.75 Then, equaton (12) becomes: 0.95 (1.003 P s /975) (3.75 A Ps /975) = 1, where the vapour pressure s expressed n torr. Now, usng equatons (10) and (11), by a tral and error calculaton, we obtan a dstllate temperature of 64 C. Then, from equatons (4) and (5), α A, = K A /K = 1.48 Bubble pont for the bottoms composton In the bottoms x A = 0.02 and x = Agan, from equatons (6) and (7): = exp ( / [1+ (0.02x2.094 / 0.98x1.418) ] 2 = 7.19 γ = exp ( / [1+ (0.98x1.418 / 0.02x2.094) ] 2 = Equaton (12) now becomes: 0.02 (7.19 P s /975) (1.001 A Ps /975) = 1, where the vapour pressure s expressed n torr. Now, usng equatons (10) and (11), agan by a tral and error calculaton, we obtan a dstllate temperature of 95 C. Then, from equatons (4) and (5), α A, = K A /K = The average volatlty s the geometrc mean average volatlty: (1.48x27.7) 1/2 = 6.40 Calculaton of the mnmum number of stages The mnmum number of stages can now be computed from the Fenske equaton: N mn = log [(x, N+1 /x, 1 ) / (x j,1 /x j, N+1 ) ] / log α j Eq (13) N mn = log [(x Da /x Ba ) / (x Bw /x Dw ) ] / log α A, = log [(0.95/0.02)/(0.98/0.05)]/log 6.40 = 3.7 Ano 1 n. 1 julho-dezembro
4 Centro de Cêncas e Tecnologa Determnaton of the mnmum stages by the McCabe and Thele method In order to apply the McCabe and Thele method, t s necessary to obtan the y-x equlbrum curve at the operatng pressure of the column (975 torr) n terms of acetone molar fractons. Ths can be obtaned by performng the bubble-pont calculatons, as above, for a set of ponts n the range of lqud compostons between the dstllate and bottoms compostons: for each pont, the K-value and the acetone vapour mole fracton are obtaned from equaton (1). The obtaned results are presented on table 1. Table 1 Data for y-x equlbrum curve The McCabe and Thele plot referrng these data s shown n fgure 1. The equlbrum stages for total reflux are stepped off between the equlbrum curve and the 45 lne, whch represents the operatng lne, from the acetone x D = 0.95, down to the acetone x B = From ths plot t can easly be seen that there are 5 mnmum stages, whch s 35% hgher than the 3.7 mnmum stages that were obtaned by the Fenske equaton. However, t should be noted that the Fenske equaton s not relable for hghly non-deal systems, such as ths one. 4 - Unversdade Católca de Pernambuco
5 Revsta Cêncas & Tecnologa Fgure 1 Plot for obtanng equlbrum stages by the McCabe and Thele method Apart from that the McCabe and Thele method presents to the student a clear pcture of the whole operaton and also allows for some senstvty analyss as he can analyse quckly the effect of changes on the operatonal condtons such as feed condton, and the number of stages necessary n order to obtan slghtly dfferent x D or x B startng from the same pont x F. In order to assess the full extenson of the methods, we, usually proceed wth ths exercse now to determne the rato of rectfyng to strppng equlbrum stages, as gven by the Fenske equaton, the Krkbrdge equaton and the McCabe and Thele method. Then, part 2 of ths exercse, conssts n determnng the rato of rectfyng to strppng stages regardng the same mxture and operatonal condtons, usng the Fenske equaton, the Krkbrdge equaton and the McCabe and Thele method. Fenske equaton The table 2 sums up the composton of the dfferent streams. Ano 1 n. 1 julho-dezembro
6 Centro de Cêncas e Tecnologa Table 2 Composton of feed, dstllate and bottoms For computng the results usng the Fenske equaton, the relatve volatlty at feed condtons s also needed: assumng a bubble-pont lqud feed, from vapour-lqud data table 1, we obtan: α, w = [(0.789/0.250)] / [(0.211/0.750)] = 11.2 From the Fenske equaton for determnng feed-stage locaton: ( ) mn / (N S ) mn Eq. (14) or: NR / NS = log [(x LK,D /z LK,F ) (z HK,F /x HK,D ) log [(α B, α F ) 1/2 ] / / log [(z LK,F /x LK,B ) (x HK,B /Z HK,F ) log [(α D, α F ) 1/2 ] Eq. (15) Thus: = log [(0.95/0.25)(0.75/0.05)] log [(27.7x11.2) 1/2 )] / / log [(0.25/0.02)(0.98/0.75)] log [(1.48x11.2) 1/2 ] = 2.96 Krkbrdge equaton As the Fenske equaton s not relable except for farly symmetrcal feeds and separatons, a reasonably good approxmaton of optmal feed-stage locaton can be made by employng the emprcal Krkbrdge equaton [11]: = [(z HK,F /z LK,F ) (x LK,B /x HK,D ) 2 (B/D)] Eq. (16) By materal balances on acetone and water, we get: B/D = 0.753/0.247 = 3.05 and now: = [(0.75/0.25) (0.02/0.05) 2 (3.05)] = 1.08 McCabe and Thele method From the McCabe and Thele graph shown on fgure 1, the total number of mnmum stages s 5. The rato of the number of rectfyng stages to strppng stages can also be derved from the graph as: = 4.2/0.8 = 5.25 In ths partcular example, the McCabe and Thele method s the most accurate. The Fenske equaton s somewhat better than the Krkbrdge equaton, because the latter does not take nto account the drastc change n relatve volatlty occurrng from the dstllate to the bottom streams, as ponted out by Olver [13]. Concluson Ths example clearly shows the students that when the assumpton of constant molar overflow s vald n each of the two sectons of a dstllaton column, the McCabe and Thele graphcal method s convenent for determnng stage and reflux requrements. Ths method facltates the vsualzaton of 6 - Unversdade Católca de Pernambuco
7 Revsta Cêncas & Tecnologa many aspects of dstllaton and also provdes a procedure for locatng the optmal feed-stage locaton. Further examples can be drawn, showng that the McCabe and Thele method can be extended to handle Murphree stage effcency [14], multple feeds, sde streams, open steam, as well as the use of rebolers and ntercondensers. From the student s opnons on ths ISEL course, t was concluded that the effort requred to learn ths method s well justfed, manly because t provdes an unque tool for solvng chemcal engneerng problems about unt operatons dealng wth phase equlbrum. It s beleved that ths fact wll provde for the contnuty of use of the McCabe and Thele method n chemcal engneerng course. References [1] McCabe,.L.; Thele, E.. Ind. Eng. Chem., v.17, p , [2] Sorel. Comptes Rendus. v. 58, p. 1128, [3] Lews. Ind. Eng. Chem., v. 14, p.1, [4] Peters. Chem. Met. Eng., v. 28, p. 207, [5] Ponchon, M. Tech. Moderne, v. 13, p. 20, [6] Rodebush. v. 14, p. 1036, [7] Savart, R. Arts et Meters. Specal n , May, [8] Seader, J.D.; Henley, E.J. Separaton Process Prncples. 2nd Edton, John ley & Sons, New York, [9] Hunter, T.G.; Nash, A.., J. Soc. Chem. Ind., v. 53, p. 95T-102T, [10] Fenske, M.R.. Ind. Eng. Chem., v. 24, p , [11] Krkbrdge, C.G. Petroleum Refner. v.23(9), p ,1944. [12] Perry, R.H.;Green, D.. McGraw Hll,Perry s Chemcal Engneers Handbook, New York, [13] Olver, E.D. Dffusonal Separaton Processes: Theory, Desgn and Evaluaton, John ley & Sons, New York, [14] Murphree, E.V. Ind. Eng. Chem., v. 17, p. 747, Ano 1 n. 1 julho-dezembro
FLASH POINT DETERMINATION OF BINARY MIXTURES OF ALCOHOLS, KETONES AND WATER. P.J. Martínez, E. Rus and J.M. Compaña
FLASH POINT DETERMINATION OF BINARY MIXTURES OF ALCOHOLS, KETONES AND WATER Abstract P.J. Martínez, E. Rus and J.M. Compaña Departamento de Ingenería Químca. Facultad de Cencas. Unversdad de Málaga. 29071
More informationDEFINING %COMPLETE IN MICROSOFT PROJECT
CelersSystems DEFINING %COMPLETE IN MICROSOFT PROJECT PREPARED BY James E Aksel, PMP, PMI-SP, MVP For Addtonal Informaton about Earned Value Management Systems and reportng, please contact: CelersSystems,
More informationNumerical Analysis of the Natural Gas Combustion Products
Energy and Power Engneerng, 2012, 4, 353-357 http://dxdoorg/104236/epe201245046 Publshed Onlne September 2012 (http://wwwscrporg/journal/epe) Numercal Analyss of the Natural Gas Combuston Products Fernando
More informationCalculating the high frequency transmission line parameters of power cables
< ' Calculatng the hgh frequency transmsson lne parameters of power cables Authors: Dr. John Dcknson, Laboratory Servces Manager, N 0 RW E B Communcatons Mr. Peter J. Ncholson, Project Assgnment Manager,
More informationMultiple-Period Attribution: Residuals and Compounding
Multple-Perod Attrbuton: Resduals and Compoundng Our revewer gave these authors full marks for dealng wth an ssue that performance measurers and vendors often regard as propretary nformaton. In 1994, Dens
More informationModule 2 LOSSLESS IMAGE COMPRESSION SYSTEMS. Version 2 ECE IIT, Kharagpur
Module LOSSLESS IMAGE COMPRESSION SYSTEMS Lesson 3 Lossless Compresson: Huffman Codng Instructonal Objectves At the end of ths lesson, the students should be able to:. Defne and measure source entropy..
More informationTopical Workshop for PhD students Adsorption and Diffusion in MOFs Institut für Nichtklassische Chemie, Germany, www.uni-leipzig.
Gas Separaton and Purfcaton Measurement of Breakthrough Curves Topcal Workshop for PhD students Adsorpton and Dffuson n MOFs Adsorpton on Surfaces / Separaton effects Useful features Thermodynamc effect
More information8.5 UNITARY AND HERMITIAN MATRICES. The conjugate transpose of a complex matrix A, denoted by A*, is given by
6 CHAPTER 8 COMPLEX VECTOR SPACES 5. Fnd the kernel of the lnear transformaton gven n Exercse 5. In Exercses 55 and 56, fnd the mage of v, for the ndcated composton, where and are gven by the followng
More informationThe Application of Fractional Brownian Motion in Option Pricing
Vol. 0, No. (05), pp. 73-8 http://dx.do.org/0.457/jmue.05.0..6 The Applcaton of Fractonal Brownan Moton n Opton Prcng Qng-xn Zhou School of Basc Scence,arbn Unversty of Commerce,arbn zhouqngxn98@6.com
More information"Research Note" APPLICATION OF CHARGE SIMULATION METHOD TO ELECTRIC FIELD CALCULATION IN THE POWER CABLES *
Iranan Journal of Scence & Technology, Transacton B, Engneerng, ol. 30, No. B6, 789-794 rnted n The Islamc Republc of Iran, 006 Shraz Unversty "Research Note" ALICATION OF CHARGE SIMULATION METHOD TO ELECTRIC
More informationbenefit is 2, paid if the policyholder dies within the year, and probability of death within the year is ).
REVIEW OF RISK MANAGEMENT CONCEPTS LOSS DISTRIBUTIONS AND INSURANCE Loss and nsurance: When someone s subject to the rsk of ncurrng a fnancal loss, the loss s generally modeled usng a random varable or
More informationA Novel Methodology of Working Capital Management for Large. Public Constructions by Using Fuzzy S-curve Regression
Novel Methodology of Workng Captal Management for Large Publc Constructons by Usng Fuzzy S-curve Regresson Cheng-Wu Chen, Morrs H. L. Wang and Tng-Ya Hseh Department of Cvl Engneerng, Natonal Central Unversty,
More informationBERNSTEIN POLYNOMIALS
On-Lne Geometrc Modelng Notes BERNSTEIN POLYNOMIALS Kenneth I. Joy Vsualzaton and Graphcs Research Group Department of Computer Scence Unversty of Calforna, Davs Overvew Polynomals are ncredbly useful
More informationTo manage leave, meeting institutional requirements and treating individual staff members fairly and consistently.
Corporate Polces & Procedures Human Resources - Document CPP216 Leave Management Frst Produced: Current Verson: Past Revsons: Revew Cycle: Apples From: 09/09/09 26/10/12 09/09/09 3 years Immedately Authorsaton:
More informationCalculation of Sampling Weights
Perre Foy Statstcs Canada 4 Calculaton of Samplng Weghts 4.1 OVERVIEW The basc sample desgn used n TIMSS Populatons 1 and 2 was a two-stage stratfed cluster desgn. 1 The frst stage conssted of a sample
More informationCausal, Explanatory Forecasting. Analysis. Regression Analysis. Simple Linear Regression. Which is Independent? Forecasting
Causal, Explanatory Forecastng Assumes cause-and-effect relatonshp between system nputs and ts output Forecastng wth Regresson Analyss Rchard S. Barr Inputs System Cause + Effect Relatonshp The job of
More informationTime Value of Money Module
Tme Value of Money Module O BJECTIVES After readng ths Module, you wll be able to: Understand smple nterest and compound nterest. 2 Compute and use the future value of a sngle sum. 3 Compute and use the
More informationAn Alternative Way to Measure Private Equity Performance
An Alternatve Way to Measure Prvate Equty Performance Peter Todd Parlux Investment Technology LLC Summary Internal Rate of Return (IRR) s probably the most common way to measure the performance of prvate
More informationBrigid Mullany, Ph.D University of North Carolina, Charlotte
Evaluaton And Comparson Of The Dfferent Standards Used To Defne The Postonal Accuracy And Repeatablty Of Numercally Controlled Machnng Center Axes Brgd Mullany, Ph.D Unversty of North Carolna, Charlotte
More informationSUPPLIER FINANCING AND STOCK MANAGEMENT. A JOINT VIEW.
SUPPLIER FINANCING AND STOCK MANAGEMENT. A JOINT VIEW. Lucía Isabel García Cebrán Departamento de Economía y Dreccón de Empresas Unversdad de Zaragoza Gran Vía, 2 50.005 Zaragoza (Span) Phone: 976-76-10-00
More informationRisk Model of Long-Term Production Scheduling in Open Pit Gold Mining
Rsk Model of Long-Term Producton Schedulng n Open Pt Gold Mnng R Halatchev 1 and P Lever 2 ABSTRACT Open pt gold mnng s an mportant sector of the Australan mnng ndustry. It uses large amounts of nvestments,
More informationCHOLESTEROL REFERENCE METHOD LABORATORY NETWORK. Sample Stability Protocol
CHOLESTEROL REFERENCE METHOD LABORATORY NETWORK Sample Stablty Protocol Background The Cholesterol Reference Method Laboratory Network (CRMLN) developed certfcaton protocols for total cholesterol, HDL
More informationCalibration and Linear Regression Analysis: A Self-Guided Tutorial
Calbraton and Lnear Regresson Analyss: A Self-Guded Tutoral Part The Calbraton Curve, Correlaton Coeffcent and Confdence Lmts CHM314 Instrumental Analyss Department of Chemstry, Unversty of Toronto Dr.
More informationUsing Series to Analyze Financial Situations: Present Value
2.8 Usng Seres to Analyze Fnancal Stuatons: Present Value In the prevous secton, you learned how to calculate the amount, or future value, of an ordnary smple annuty. The amount s the sum of the accumulated
More informationModern Problem Solving Techniques in Engineering with POLYMATH, Excel and MATLAB. Introduction
Modern Problem Solvng Tehnques n Engneerng wth POLYMATH, Exel and MATLAB. Introduton Engneers are fundamentally problem solvers, seekng to aheve some objetve or desgn among tehnal, soal eonom, regulatory
More informationLiquid-Vapor Equilibria in Binary Systems 1
Lqud-Vapor Equlbra n Bnary Systems 1 Purpose The purpose of ths experment s to study a bnary lqud-vapor equlbrum of chloroform and acetone. Measurements of lqud and vapor compostons wll be made by refractometry.
More informationsubstances (among other variables as well). ( ) Thus the change in volume of a mixture can be written as
Mxtures and Solutons Partal Molar Quanttes Partal molar volume he total volume of a mxture of substances s a functon of the amounts of both V V n,n substances (among other varables as well). hus the change
More informationSection 5.4 Annuities, Present Value, and Amortization
Secton 5.4 Annutes, Present Value, and Amortzaton Present Value In Secton 5.2, we saw that the present value of A dollars at nterest rate per perod for n perods s the amount that must be deposted today
More informationInstitute of Informatics, Faculty of Business and Management, Brno University of Technology,Czech Republic
Lagrange Multplers as Quanttatve Indcators n Economcs Ivan Mezník Insttute of Informatcs, Faculty of Busness and Management, Brno Unversty of TechnologCzech Republc Abstract The quanttatve role of Lagrange
More informationThe OC Curve of Attribute Acceptance Plans
The OC Curve of Attrbute Acceptance Plans The Operatng Characterstc (OC) curve descrbes the probablty of acceptng a lot as a functon of the lot s qualty. Fgure 1 shows a typcal OC Curve. 10 8 6 4 1 3 4
More informationActivity Scheduling for Cost-Time Investment Optimization in Project Management
PROJECT MANAGEMENT 4 th Internatonal Conference on Industral Engneerng and Industral Management XIV Congreso de Ingenería de Organzacón Donosta- San Sebastán, September 8 th -10 th 010 Actvty Schedulng
More informationWhat is Candidate Sampling
What s Canddate Samplng Say we have a multclass or mult label problem where each tranng example ( x, T ) conssts of a context x a small (mult)set of target classes T out of a large unverse L of possble
More informationLecture 3: Annuity. Study annuities whose payments form a geometric progression or a arithmetic progression.
Lecture 3: Annuty Goals: Learn contnuous annuty and perpetuty. Study annutes whose payments form a geometrc progresson or a arthmetc progresson. Dscuss yeld rates. Introduce Amortzaton Suggested Textbook
More informationChapter 4 ECONOMIC DISPATCH AND UNIT COMMITMENT
Chapter 4 ECOOMIC DISATCH AD UIT COMMITMET ITRODUCTIO A power system has several power plants. Each power plant has several generatng unts. At any pont of tme, the total load n the system s met by the
More informationRecurrence. 1 Definitions and main statements
Recurrence 1 Defntons and man statements Let X n, n = 0, 1, 2,... be a MC wth the state space S = (1, 2,...), transton probabltes p j = P {X n+1 = j X n = }, and the transton matrx P = (p j ),j S def.
More informationIDENTIFICATION AND CORRECTION OF A COMMON ERROR IN GENERAL ANNUITY CALCULATIONS
IDENTIFICATION AND CORRECTION OF A COMMON ERROR IN GENERAL ANNUITY CALCULATIONS Chrs Deeley* Last revsed: September 22, 200 * Chrs Deeley s a Senor Lecturer n the School of Accountng, Charles Sturt Unversty,
More informationProject Networks With Mixed-Time Constraints
Project Networs Wth Mxed-Tme Constrants L Caccetta and B Wattananon Western Australan Centre of Excellence n Industral Optmsaton (WACEIO) Curtn Unversty of Technology GPO Box U1987 Perth Western Australa
More informationA Study on Secure Data Storage Strategy in Cloud Computing
Journal of Convergence Informaton Technology Volume 5, Number 7, Setember 00 A Study on Secure Data Storage Strategy n Cloud Comutng Danwe Chen, Yanjun He, Frst Author College of Comuter Technology, Nanjng
More informationInterlude: Interphase Mass Transfer
Interlude: Interphase Mass Transfer The transport of mass wthn a sngle phase depends drectly on the concentraton gradent of the transportng speces n that phase. Mass may also transport from one phase to
More informationSIMPLE LINEAR CORRELATION
SIMPLE LINEAR CORRELATION Smple lnear correlaton s a measure of the degree to whch two varables vary together, or a measure of the ntensty of the assocaton between two varables. Correlaton often s abused.
More informationTHE DISTRIBUTION OF LOAN PORTFOLIO VALUE * Oldrich Alfons Vasicek
HE DISRIBUION OF LOAN PORFOLIO VALUE * Oldrch Alfons Vascek he amount of captal necessary to support a portfolo of debt securtes depends on the probablty dstrbuton of the portfolo loss. Consder a portfolo
More informationA DYNAMIC CRASHING METHOD FOR PROJECT MANAGEMENT USING SIMULATION-BASED OPTIMIZATION. Michael E. Kuhl Radhamés A. Tolentino-Peña
Proceedngs of the 2008 Wnter Smulaton Conference S. J. Mason, R. R. Hll, L. Mönch, O. Rose, T. Jefferson, J. W. Fowler eds. A DYNAMIC CRASHING METHOD FOR PROJECT MANAGEMENT USING SIMULATION-BASED OPTIMIZATION
More informationNPAR TESTS. One-Sample Chi-Square Test. Cell Specification. Observed Frequencies 1O i 6. Expected Frequencies 1EXP i 6
PAR TESTS If a WEIGHT varable s specfed, t s used to replcate a case as many tmes as ndcated by the weght value rounded to the nearest nteger. If the workspace requrements are exceeded and samplng has
More informationSection C2: BJT Structure and Operational Modes
Secton 2: JT Structure and Operatonal Modes Recall that the semconductor dode s smply a pn juncton. Dependng on how the juncton s based, current may easly flow between the dode termnals (forward bas, v
More informationFinancial Mathemetics
Fnancal Mathemetcs 15 Mathematcs Grade 12 Teacher Gude Fnancal Maths Seres Overvew In ths seres we am to show how Mathematcs can be used to support personal fnancal decsons. In ths seres we jon Tebogo,
More informationLaddered Multilevel DC/AC Inverters used in Solar Panel Energy Systems
Proceedngs of the nd Internatonal Conference on Computer Scence and Electroncs Engneerng (ICCSEE 03) Laddered Multlevel DC/AC Inverters used n Solar Panel Energy Systems Fang Ln Luo, Senor Member IEEE
More informationAn Evaluation of the Extended Logistic, Simple Logistic, and Gompertz Models for Forecasting Short Lifecycle Products and Services
An Evaluaton of the Extended Logstc, Smple Logstc, and Gompertz Models for Forecastng Short Lfecycle Products and Servces Charles V. Trappey a,1, Hsn-yng Wu b a Professor (Management Scence), Natonal Chao
More informationAnalysis of Premium Liabilities for Australian Lines of Business
Summary of Analyss of Premum Labltes for Australan Lnes of Busness Emly Tao Honours Research Paper, The Unversty of Melbourne Emly Tao Acknowledgements I am grateful to the Australan Prudental Regulaton
More information1. Fundamentals of probability theory 2. Emergence of communication traffic 3. Stochastic & Markovian Processes (SP & MP)
6.3 / -- Communcaton Networks II (Görg) SS20 -- www.comnets.un-bremen.de Communcaton Networks II Contents. Fundamentals of probablty theory 2. Emergence of communcaton traffc 3. Stochastc & Markovan Processes
More informationAPPLICATION OF PROBE DATA COLLECTED VIA INFRARED BEACONS TO TRAFFIC MANEGEMENT
APPLICATION OF PROBE DATA COLLECTED VIA INFRARED BEACONS TO TRAFFIC MANEGEMENT Toshhko Oda (1), Kochro Iwaoka (2) (1), (2) Infrastructure Systems Busness Unt, Panasonc System Networks Co., Ltd. Saedo-cho
More informationLinear Circuits Analysis. Superposition, Thevenin /Norton Equivalent circuits
Lnear Crcuts Analyss. Superposton, Theenn /Norton Equalent crcuts So far we hae explored tmendependent (resste) elements that are also lnear. A tmendependent elements s one for whch we can plot an / cure.
More informationAnswer: A). There is a flatter IS curve in the high MPC economy. Original LM LM after increase in M. IS curve for low MPC economy
4.02 Quz Solutons Fall 2004 Multple-Choce Questons (30/00 ponts) Please, crcle the correct answer for each of the followng 0 multple-choce questons. For each queston, only one of the answers s correct.
More informationSection 5.3 Annuities, Future Value, and Sinking Funds
Secton 5.3 Annutes, Future Value, and Snkng Funds Ordnary Annutes A sequence of equal payments made at equal perods of tme s called an annuty. The tme between payments s the payment perod, and the tme
More informationHow To Calculate The Accountng Perod Of Nequalty
Inequalty and The Accountng Perod Quentn Wodon and Shlomo Ytzha World Ban and Hebrew Unversty September Abstract Income nequalty typcally declnes wth the length of tme taen nto account for measurement.
More informationViscosity of Solutions of Macromolecules
Vscosty of Solutons of Macromolecules When a lqud flows, whether through a tube or as the result of pourng from a vessel, layers of lqud slde over each other. The force f requred s drectly proportonal
More informationOverview of monitoring and evaluation
540 Toolkt to Combat Traffckng n Persons Tool 10.1 Overvew of montorng and evaluaton Overvew Ths tool brefly descrbes both montorng and evaluaton, and the dstncton between the two. What s montorng? Montorng
More informationCan Auto Liability Insurance Purchases Signal Risk Attitude?
Internatonal Journal of Busness and Economcs, 2011, Vol. 10, No. 2, 159-164 Can Auto Lablty Insurance Purchases Sgnal Rsk Atttude? Chu-Shu L Department of Internatonal Busness, Asa Unversty, Tawan Sheng-Chang
More information10.2 Future Value and Present Value of an Ordinary Simple Annuity
348 Chapter 10 Annutes 10.2 Future Value and Present Value of an Ordnary Smple Annuty In compound nterest, 'n' s the number of compoundng perods durng the term. In an ordnary smple annuty, payments are
More informationA hybrid global optimization algorithm based on parallel chaos optimization and outlook algorithm
Avalable onlne www.ocpr.com Journal of Chemcal and Pharmaceutcal Research, 2014, 6(7):1884-1889 Research Artcle ISSN : 0975-7384 CODEN(USA) : JCPRC5 A hybrd global optmzaton algorthm based on parallel
More informationStress test for measuring insurance risks in non-life insurance
PROMEMORIA Datum June 01 Fnansnspektonen Författare Bengt von Bahr, Younes Elonq and Erk Elvers Stress test for measurng nsurance rsks n non-lfe nsurance Summary Ths memo descrbes stress testng of nsurance
More informationTraffic-light a stress test for life insurance provisions
MEMORANDUM Date 006-09-7 Authors Bengt von Bahr, Göran Ronge Traffc-lght a stress test for lfe nsurance provsons Fnansnspetonen P.O. Box 6750 SE-113 85 Stocholm [Sveavägen 167] Tel +46 8 787 80 00 Fax
More informationAn MILP model for planning of batch plants operating in a campaign-mode
An MILP model for plannng of batch plants operatng n a campagn-mode Yanna Fumero Insttuto de Desarrollo y Dseño CONICET UTN yfumero@santafe-concet.gov.ar Gabrela Corsano Insttuto de Desarrollo y Dseño
More informationCharacterization of Assembly. Variation Analysis Methods. A Thesis. Presented to the. Department of Mechanical Engineering. Brigham Young University
Characterzaton of Assembly Varaton Analyss Methods A Thess Presented to the Department of Mechancal Engneerng Brgham Young Unversty In Partal Fulfllment of the Requrements for the Degree Master of Scence
More informationAlternate Approximation of Concave Cost Functions for
Alternate Approxmaton of Concave Cost Functons for Process Desgn and Supply Chan Optmzaton Problems Dego C. Cafaro * and Ignaco E. Grossmann INTEC (UNL CONICET), Güemes 3450, 3000 Santa Fe, ARGENTINA Department
More information7.5. Present Value of an Annuity. Investigate
7.5 Present Value of an Annuty Owen and Anna are approachng retrement and are puttng ther fnances n order. They have worked hard and nvested ther earnngs so that they now have a large amount of money on
More informationForecasting the Direction and Strength of Stock Market Movement
Forecastng the Drecton and Strength of Stock Market Movement Jngwe Chen Mng Chen Nan Ye cjngwe@stanford.edu mchen5@stanford.edu nanye@stanford.edu Abstract - Stock market s one of the most complcated systems
More informationFrequency Selective IQ Phase and IQ Amplitude Imbalance Adjustments for OFDM Direct Conversion Transmitters
Frequency Selectve IQ Phase and IQ Ampltude Imbalance Adjustments for OFDM Drect Converson ransmtters Edmund Coersmeer, Ernst Zelnsk Noka, Meesmannstrasse 103, 44807 Bochum, Germany edmund.coersmeer@noka.com,
More informationLuby s Alg. for Maximal Independent Sets using Pairwise Independence
Lecture Notes for Randomzed Algorthms Luby s Alg. for Maxmal Independent Sets usng Parwse Independence Last Updated by Erc Vgoda on February, 006 8. Maxmal Independent Sets For a graph G = (V, E), an ndependent
More informationSPEE Recommended Evaluation Practice #6 Definition of Decline Curve Parameters Background:
SPEE Recommended Evaluaton Practce #6 efnton of eclne Curve Parameters Background: The producton hstores of ol and gas wells can be analyzed to estmate reserves and future ol and gas producton rates and
More informationA Secure Password-Authenticated Key Agreement Using Smart Cards
A Secure Password-Authentcated Key Agreement Usng Smart Cards Ka Chan 1, Wen-Chung Kuo 2 and Jn-Chou Cheng 3 1 Department of Computer and Informaton Scence, R.O.C. Mltary Academy, Kaohsung 83059, Tawan,
More informationCHAPTER 14 MORE ABOUT REGRESSION
CHAPTER 14 MORE ABOUT REGRESSION We learned n Chapter 5 that often a straght lne descrbes the pattern of a relatonshp between two quanttatve varables. For nstance, n Example 5.1 we explored the relatonshp
More informationEfficient Project Portfolio as a tool for Enterprise Risk Management
Effcent Proect Portfolo as a tool for Enterprse Rsk Management Valentn O. Nkonov Ural State Techncal Unversty Growth Traectory Consultng Company January 5, 27 Effcent Proect Portfolo as a tool for Enterprse
More informationOn the pricing of illiquid options with Black-Scholes formula
7 th InternatonalScentfcConferenceManagngandModellngofFnancalRsks Ostrava VŠB-TU Ostrava, Faculty of Economcs, Department of Fnance 8 th 9 th September2014 On the prcng of llqud optons wth Black-Scholes
More informationOn the Optimal Control of a Cascade of Hydro-Electric Power Stations
On the Optmal Control of a Cascade of Hydro-Electrc Power Statons M.C.M. Guedes a, A.F. Rbero a, G.V. Smrnov b and S. Vlela c a Department of Mathematcs, School of Scences, Unversty of Porto, Portugal;
More informationPublished: 2003-01-01. Link to publication
A Thermodesorber for Onlne studes of Combuston Aerosols - Influence of partcle dameter, resdence tme and mass concentraton Dahl, Andreas; Pagels, Joakm Publshed: 2003-01-01 Lnk to publcaton Ctaton for
More informationSPECIALIZED DAY TRADING - A NEW VIEW ON AN OLD GAME
August 7 - August 12, 2006 n Baden-Baden, Germany SPECIALIZED DAY TRADING - A NEW VIEW ON AN OLD GAME Vladmr Šmovć 1, and Vladmr Šmovć 2, PhD 1 Faculty of Electrcal Engneerng and Computng, Unska 3, 10000
More informationFINANCIAL MATHEMATICS. A Practical Guide for Actuaries. and other Business Professionals
FINANCIAL MATHEMATICS A Practcal Gude for Actuares and other Busness Professonals Second Edton CHRIS RUCKMAN, FSA, MAAA JOE FRANCIS, FSA, MAAA, CFA Study Notes Prepared by Kevn Shand, FSA, FCIA Assstant
More informationEvaluating the Effects of FUNDEF on Wages and Test Scores in Brazil *
Evaluatng the Effects of FUNDEF on Wages and Test Scores n Brazl * Naérco Menezes-Flho Elane Pazello Unversty of São Paulo Abstract In ths paper we nvestgate the effects of the 1998 reform n the fundng
More informationThe Current Employment Statistics (CES) survey,
Busness Brths and Deaths Impact of busness brths and deaths n the payroll survey The CES probablty-based sample redesgn accounts for most busness brth employment through the mputaton of busness deaths,
More informationSimple Interest Loans (Section 5.1) :
Chapter 5 Fnance The frst part of ths revew wll explan the dfferent nterest and nvestment equatons you learned n secton 5.1 through 5.4 of your textbook and go through several examples. The second part
More informationA Master Time Value of Money Formula. Floyd Vest
A Master Tme Value of Money Formula Floyd Vest For Fnancal Functons on a calculator or computer, Master Tme Value of Money (TVM) Formulas are usually used for the Compound Interest Formula and for Annutes.
More informationSTANDING WAVE TUBE TECHNIQUES FOR MEASURING THE NORMAL INCIDENCE ABSORPTION COEFFICIENT: COMPARISON OF DIFFERENT EXPERIMENTAL SETUPS.
STADIG WAVE TUBE TECHIQUES FOR MEASURIG THE ORMAL ICIDECE ABSORPTIO COEFFICIET: COMPARISO OF DIFFERET EXPERIMETAL SETUPS. Angelo Farna (*), Patrzo Faust (**) (*) Dpart. d Ing. Industrale, Unverstà d Parma,
More informationOn some special nonlevel annuities and yield rates for annuities
On some specal nonlevel annutes and yeld rates for annutes 1 Annutes wth payments n geometrc progresson 2 Annutes wth payments n Arthmetc Progresson 1 Annutes wth payments n geometrc progresson 2 Annutes
More informationRESEARCH ON DUAL-SHAKER SINE VIBRATION CONTROL. Yaoqi FENG 1, Hanping QIU 1. China Academy of Space Technology (CAST) yaoqi.feng@yahoo.
ICSV4 Carns Australa 9- July, 007 RESEARCH ON DUAL-SHAKER SINE VIBRATION CONTROL Yaoq FENG, Hanpng QIU Dynamc Test Laboratory, BISEE Chna Academy of Space Technology (CAST) yaoq.feng@yahoo.com Abstract
More informationTHE USE OF STATISTICAL QUALITY CONTROL CHARTS IN MONITORING INTERVIEWERS
THE USE OF STATISTICAL QUALITY CONTROL CHARTS IN MONITORING INTERVIEWERS Stephane J. Reed, Unversty of North Carolna and John H. Reed, Claron Unversty Stephane J. Reed, Survey Research Unt, Unversty of
More information) of the Cell class is created containing information about events associated with the cell. Events are added to the Cell instance
Calbraton Method Instances of the Cell class (one nstance for each FMS cell) contan ADC raw data and methods assocated wth each partcular FMS cell. The calbraton method ncludes event selecton (Class Cell
More informationTime Value of Money. Types of Interest. Compounding and Discounting Single Sums. Page 1. Ch. 6 - The Time Value of Money. The Time Value of Money
Ch. 6 - The Tme Value of Money Tme Value of Money The Interest Rate Smple Interest Compound Interest Amortzng a Loan FIN21- Ahmed Y, Dasht TIME VALUE OF MONEY OR DISCOUNTED CASH FLOW ANALYSIS Very Important
More informationLevel Annuities with Payments Less Frequent than Each Interest Period
Level Annutes wth Payments Less Frequent than Each Interest Perod 1 Annuty-mmedate 2 Annuty-due Level Annutes wth Payments Less Frequent than Each Interest Perod 1 Annuty-mmedate 2 Annuty-due Symoblc approach
More informationtotal A A reag total A A r eag
hapter 5 Standardzng nalytcal Methods hapter Overvew 5 nalytcal Standards 5B albratng the Sgnal (S total ) 5 Determnng the Senstvty (k ) 5D Lnear Regresson and albraton urves 5E ompensatng for the Reagent
More informationIntra-year Cash Flow Patterns: A Simple Solution for an Unnecessary Appraisal Error
Intra-year Cash Flow Patterns: A Smple Soluton for an Unnecessary Apprasal Error By C. Donald Wggns (Professor of Accountng and Fnance, the Unversty of North Florda), B. Perry Woodsde (Assocate Professor
More informationMean Molecular Weight
Mean Molecular Weght The thermodynamc relatons between P, ρ, and T, as well as the calculaton of stellar opacty requres knowledge of the system s mean molecular weght defned as the mass per unt mole of
More informationRapid Estimation Method for Data Capacity and Spectrum Efficiency in Cellular Networks
Rapd Estmaton ethod for Data Capacty and Spectrum Effcency n Cellular Networs C.F. Ball, E. Humburg, K. Ivanov, R. üllner Semens AG, Communcatons oble Networs unch, Germany carsten.ball@semens.com Abstract
More informationLecture 3: Force of Interest, Real Interest Rate, Annuity
Lecture 3: Force of Interest, Real Interest Rate, Annuty Goals: Study contnuous compoundng and force of nterest Dscuss real nterest rate Learn annuty-mmedate, and ts present value Study annuty-due, and
More informationBinomial Link Functions. Lori Murray, Phil Munz
Bnomal Lnk Functons Lor Murray, Phl Munz Bnomal Lnk Functons Logt Lnk functon: ( p) p ln 1 p Probt Lnk functon: ( p) 1 ( p) Complentary Log Log functon: ( p) ln( ln(1 p)) Motvatng Example A researcher
More informationThe Safety Board recommends that the Penn Central Transportation. Company and the American Railway Engineering Association revise
V. RECOWNDATONS 4.! The Safety Board recommends that the Penn Central Transportaton Company and the Amercan Ralway Engneerng Assocaton revse ther track nspecton and mantenance standards or recommended
More informationNumber of Levels Cumulative Annual operating Income per year construction costs costs ($) ($) ($) 1 600,000 35,000 100,000 2 2,200,000 60,000 350,000
Problem Set 5 Solutons 1 MIT s consderng buldng a new car park near Kendall Square. o unversty funds are avalable (overhead rates are under pressure and the new faclty would have to pay for tself from
More informationAbstract # 015-0399 Working Capital Exposure: A Methodology to Control Economic Performance in Production Environment Projects
Abstract # 015-0399 Workng Captal Exposure: A Methodology to Control Economc Performance n Producton Envronment Projects Dego F. Manotas. School of Industral Engneerng and Statstcs, Unversdad del Valle.
More informationSolution: Let i = 10% and d = 5%. By definition, the respective forces of interest on funds A and B are. i 1 + it. S A (t) = d (1 dt) 2 1. = d 1 dt.
Chapter 9 Revew problems 9.1 Interest rate measurement Example 9.1. Fund A accumulates at a smple nterest rate of 10%. Fund B accumulates at a smple dscount rate of 5%. Fnd the pont n tme at whch the forces
More informationPSYCHOLOGICAL RESEARCH (PYC 304-C) Lecture 12
14 The Ch-squared dstrbuton PSYCHOLOGICAL RESEARCH (PYC 304-C) Lecture 1 If a normal varable X, havng mean µ and varance σ, s standardsed, the new varable Z has a mean 0 and varance 1. When ths standardsed
More informationFREQUENCY OF OCCURRENCE OF CERTAIN CHEMICAL CLASSES OF GSR FROM VARIOUS AMMUNITION TYPES
FREQUENCY OF OCCURRENCE OF CERTAIN CHEMICAL CLASSES OF GSR FROM VARIOUS AMMUNITION TYPES Zuzanna BRO EK-MUCHA, Grzegorz ZADORA, 2 Insttute of Forensc Research, Cracow, Poland 2 Faculty of Chemstry, Jagellonan
More information