Calculating Models on the Surface Tension of CaO-FeO-SiO 2 Molten Slags

Size: px
Start display at page:

Download "Calculating Models on the Surface Tension of CaO-FeO-SiO 2 Molten Slags"

Transcription

1 Research of Materals Scence March 014, Volume 3, Issue 1, PP Calculatng Models on the ace Tenson of --SO Molten Slags Chengchuan Wu 1, )#, Guoguang Cheng 1, ) 1, ), Qq Ma 1) State Key Laboratory of Advanced Metallurgy, Unversty of Scence and Technology Bejng, Bejng , Chna ) School of Metallurgcal and Ecologcal Engneerng, Unversty of Scence and Technology Bejng, Bejng , Chna # Correspondng author, E-mal: wuchengchuan163@163.com Abstract A thermodynamc model has been developed for determnng the surface tenson of --SO molten slags based on the on and molecule coexstence theory (IMCT) of slag structure and Butler s equaton. The temperature and composton dependence of the surface tensons n molten --SO slag systems was reproduced by the present model usng surface tensons and molar volumes of pure oxdes, as well as the mass acton concentratons (actvtes) at the surface and at the bulk phase of the slag component. The evaluated results for the surface tenson show good agreements wth lterature data. The so-surface tenson lnes of --SO slag melt have also been calculated and the effects of slag composton and temperature on the surface tenson were also nvestgated. Keywords: --SO Molten Slags; ace Tenson; the Ion and Molecule Coexstence Theory; Butler s Equaton; Calculatng Model. 1. Introducton The surface tenson of molten slag s one of the most mportant parameters for metallurgy processes, on account of whch s closely related to the phenomena such as ncluson formaton and removng n metal melt, slag foamng, slag-metal emulsfcaton and slag-metal reacton. However, t s dffcult to fnd the approprate surface tenson data of molten slag due to the hgh temperature measurement and the complcated effect of component on surface tenson. Varous models have been developed to predct the surface tenson of molten slag systems. For slag wth complcated nteractons, T. Tanaka et al. [1-3] appled a model consderng the anonc and catonc rad of the component oxdes as the model parameters to descrbe the surface tenson, and H. G. Lee et al. [4] calculated the surface tenson usng crtcally evaluated onc surface dstances of pure oxdes. In addton, these two models are based on Butler s equaton and acheved consstent results compared to the data reported n the lterature. However, all these models are not on account of the actual structures of the slag melt. The coexstence theory of slag structure [5, 6] has been proposed by.m. Chuko and modfed by J. Zhang to express the reacton ablty of components n a slag by the defned mass acton concentraton accordng to the mass acton law, lke the tradtonally appled actvty a of component. The calculated mass acton concentratons of all exsted structural unts or on couples n the slags, lke the tradtonally measured or calculated actvty of components, have been used to predct sulfur dstrbuton and phosphate capacty, and also been used to determne the mass acton concentraton of structural unts n the Ce O 3 and La O 3 contanng slags [7-11], n whch on and molecule coexstence theory (IMCT) corresponds to the coexstence theory of slag structure. G. G. Cheng et al. [1, 13] developed a thermodynamc model for evaluatng the surface tenson of slag melt for consderng the bulk and surface structures of slag melt based on the on and molecule coexstence theory of slag structure as well as Butler s equaton. Ths model s characterzed by the reasonable understandng of the slag structure wth whch t can be smply apply to the mult-component slag melt, because the calculatons are only based on the surface tenson and molar volume of the pure components, the on and molecule coexstence theory and

2 Butler s equaton. Ths model has also been used to smply predct the surface tenson of -SO, MnO-SO and -MnO-SO slag melt. In the present work, a further verfcaton of the above model was attempted for predctng the surface tensons of the --SO slag systems. The calculated surface tenson results were compared wth the data reported n the lterature. In addton, to understand the effects of component on the surface tenson, the so-surface tenson curves of --SO ternary slag were also compared.. Thermodynamc model for estmaton of the surface tenson of molten slag.1 Butler s Equaton Among varous models suggested by prevous researchers for the predcton of surface tenson of lqud solutons, the present model also based on the Butler s equaton. The surface tenson ( ) of the molten slag system s calculated from Eq.(1): Pure RT a ln (1) A a Where subscrpt refer to the followng component:,, or SO. Superscrpts and ndcate the surface and bulk phase, respectvely. R s the gas constant and T s the absolute temperature. Where a and a Pure are the actvtes of the component at the surface phase and at the bulk phase, respectvely. s the surface tenson of the pure molten component. And A s the molar surface area n a monolayer of pure molten component, whch can be fgure out by Eq. (): A L V () 1/ 3 / 3 0 Where 0 s Avogadro s number, V molar volume of the pure molten component, L correcton factor resultng from the surface structure and usually set to be 1 for the molten salts and onc oxde mxtures by Tanaka et al.. Hypotheses The classc hypotheses about the on and molecule coexstence theory of slag structure are descrbed n detal elsewhere [5, 6]. However, the key ponts of ths model are that the surface layer s also obeyng the hypotheses of the on and molecule coexstence theory of slag structure, and the relaton between surface tenson of molten slag and mass acton concentratons of components at the surface phase and at the bulk phase conforms to Butler s equaton, whch can be summarzed as follows: (a) The type of structural unts at the surface phase of the studed --SO slag systems s the same as at the bulk phase of molten slag, composed of smple ons such as Ca +, Fe + and O -, smple molecule SO, and complex molecules as alumnates. (b) There are dynamc equlbrum chemcal reactons between smple ons, smple molecules and complex molecules, takng slcate formaton reacton for example: Me O SO Me SO 4 (3) (c) The chemcal reactons of formng complex molecules as shown n Eq. (3) obey the mass acton law, and Eq.(4) can be gotten: K MeSO4 Me SO 4 MeO SO (4) Where Me SO4, MeO and SO are surface mass acton concentratons (surface actvtes) of MeO, whch

3 exsted as on couples ( Me + O ), SO and Me SO 4, respectvely; K s chemcal reacton equlbrum constant of Eq. (1), whch can be calculated by K exp G RT. Me SO4 r m, MeSO4 (d) The relaton between surface tenson of slag melt and mass acton concentratons of components at the surface phase and at the bulk phase conforms to Butler s equaton: Pure RT ln (5) A Where and are the mass acton concentratons (actvtes) of the component at the surface phase and at the bulk phase, respectvely. Takng --SO slag melt as an example, Eq. (5) can be expressed as Eq. (6)-(8): Pure RT --SO ln (6) A Pure RT --SO ln (7) A RT (8) Pure --SO SO ln ASO SO SO.3 The mass acton concentratons calculatng model of --SO The mass acton concentraton of the structural unt s defned as a rato of the equlbrum mole number of structural unt to the total equlbrum mole numbers of all structural unts accordng to IMCT, and all structural unts n the form of smple ons, smple molecules, and complex molecules can be calculated by n. The Me n O 3 such as on- par (Me + +O - ), should be calculated by MeO Me n n Me, MeO O, MeO nmeo., MeO O, MeO n n The mole numbers of, and SO n 100g of total slag mass were defned as b n, 1 b n and a1 nso respectvely. The symbols of the mass acton concentratons for all structure unts were lsted as followng: 1, SO, 3. The total equlbrum mole number of all structural unts n the --SO slag can be expressed as: n n1 n n3 n4 n5 n6 n (mol). 7 Mass equlbrum formulas were lsted below: b1 n (9) a1 n (10) b n (11) 1 (1) Therefore, the Table.1 and equaton (9)-(1) are the governng equatons of the developed thermodynamc model for calculatng mass acton concentratons of structural unts or on couples n the --SO slag. TABLE 1 EXPRESSIO OF STRUCTURAL UITS, THEIR MOLE UMBERS AD MASS ACTIO COCETRATIOS OF

4 --SO SLAGS AT METALLURGICAL TEMPERATURE BASED O THE IO AD MOLECULE COEXISTECE THEORY. Structural unts o Reacton -1 G (J mol ) Mass acton concentraton SO 4 (Ca + +O - )+SO = SO T 4 K1 1 SO 5 (Ca + +O - )+ SO =3 SO T 5 K 1 3 SO 6 3(Ca + +O - 3 )+ SO =3 SO T 6 K3 1 SO 7 (Fe + +O - )+ SO = SO T 7 K4 3.4 Model Establshng From what descrbed above, the sequence of the establshed thermodynamc model for predctng the surface tenson s shown n Fg.1. As shown n Fg.1, where the parameters K s the absolute temperature, and n s the mole number of four components as, and SO n 100 g of --SO slag to represent chemcal composton of the slags. In addton, K j s the chemcal reacton equlbrum constant of formaton complex molecules, IMCT represent the on and molecule coexstence theory of slag structure. In addton, the chemcal reacton equlbrum constant K j of formaton complex molecules and the detal of and calculatng model of --SO slag system based on IMCT can be got from Table 1 [14] Pure. Parameters of and A used n the calculaton are lsted n Table and 3 [1-3]. can be calculated by mole fractons (or mass fracton) of components and the chemcal reacton equlbrum constant of complex molecule based on the on and molecule coexstence theory. Further, and can be calculated by, and A based on the on and molecule coexstence theory and the Butler s equaton. Pure The model stated above can be extends to mult-component slag systems, so long as the bulk phase and the surface phase are both obeyng the hypotheses of IMCT. Sample calculatons have been made for ternary --SO slag system. FIG.1 THE SEQUECE OF THE MODEL FOR THE ESTIMATIO OF THE SURFACE TESIO TABLE. TEMPERATURE DEPEDECE OF THE SURFACE TESIO OF THE PURE COMPOETS Components SO Temperature (K) dependence of surface tenson (m/m) T T T

5 Components TABLE 3. TEMPERATURE DEPEDECE OF THE MOLAR VOLUME OF THE PURE COMPOETS Temperature (K) dependence of molar volume (m 3 /mol) T T 1773 SO T Results and Dscussons At a certan temperature, the calculaton could carry out wth certan slag components usng the governng equatons under the condtons of equlbrum state and the standard state. After lnearzaton, ewton teratve method was used n Matlab software to gan all the mass acton concentratons of each structural unts or on couples. 3.1 Model evaluaton In order to evaluate the performance of the present model, the mean devaton defned as: 1 Calc Mean devaton 1 Expe Expe 100% (13) Where Calc and Expe are the calculated and measured surface tenson, respectvely, and represents the number of the samples. The surface tenson data of melts of fve dfferent compostons n the system --SO were measured n the early publcaton [15], whch has been well represented by the present model. The estmated surface tenson was compared wth the expermental surface tenson data and s shown n Fg.; the mean devaton was found to be 8.08%. Therefore, the present model provdes a good descrpton of the surface tenson varaton of the --SO system wth regard to temperature and composton. FIG. COMPARISO OF THE EVALUATED AD MEASURED SURFACE TESIO FOR THE --SO SYSTEM. 3. Model applcaton The calculated results for the --SO system at 1573 K, 163 K, 1673 K and 1708 K are shown n Fg.3. These results were bascally consstent wth the lterature values at each temperature, although surface tenson s larger estmated by the present model. The so-surface tenson curves n Fg.3, calculated usng the current model,

6 reproduce the composton dependence of surface tenson for the --SO system, and show that ts surface tenson ncreases wth ncreasng content and decreases wth ncreasng SO content. Analyzng the so-surface tenson curves from Fg.3 (a), (b), (c) and (d), t can be seen that surface tenson decreases wth ncreasng temperature. FIG.3 CALCULATED ISO-SURFACE TESIO LIES (M/M) OF MOLTE FEO-CAO-SIO SYSTEM AT (A) 1573 K, (B) 163 K, 4. Conclusons (C) 1673 K AD (D) 1708 K. (1) Based on the on and molecule coexstence theory (IMCT) of slag structure and Butler s equaton, a calculatng model has been developed for determnng the surface tenson of - -SO molten slags. () The evaluated results for the surface tenson from the present model show good agreements wth lterature values n --SO ternary system. The mean devaton of the present model was found to be 8.08%. (3) The so-surface tenson lnes of --SO slag melt have also been calculated. ace tenson of --SO slag decreases wth ncreasng temperature and ncreasng SO content and ncreases wth ncreasng content. REFERECES [1] TAAKA T, KITAMURA T and BACK I A. Evaluaton of ace Tenson of Molten Ionc Mxtures [J]. ISIJ Internatonal, 006,

7 46(3): [] AKAMOTO M, KIYOSE A, TAAKA T, et al. Evaluaton of the ace Tenson of Ternary Slcate Melts Contanng Al O 3,,, MgO or MnO [J]. ISIJ Internatonal, 007, 47(1): [3] HAAO M, TAAKA T, KAWAMOTO M, et al. Evaluaton of ace Tenson of Molten Slag n Mult-component Systems [J]. ISIJ Internatonal, 007, 47(7): [4] CHOI J Y and LEE H G. Thermodynamc Evaluaton of the ace Tenson of Molten -SO -Al O 3 Ternary Slag [J]. ISIJ Internatonal, 00, 4(3): 1-8 [5] Zhang J. Coexstence theory of slag structure and ts applcaton to calculaton of oxdzng capablty of slag melts [J]. J Iron & Steel Res., Int., 003, 10(1): 1-10 [6] ZHAG Jan, CHEG Guoguang, WAG Ljun, et al. Computatonal Thermodynamcs of Metallurgcal Melts and Solutons [M], Metallurgcal Industry Press Bejng, Chna, 007, p41-45, n chnese [7] X.M. Yang, J.S. Jao, R.C. Dng, C.B. Sh, and H.J. Guo. A Thermodynamc Model for Calculatng Sulphur Dstrbuton Rato between -SO -MgO-Al O 3 Ironmakng Slags and Carbon Saturated Hot Metal Based on the Ion and Molecule Coexstence Theory [J]. ISIJ Internatonal, 009, 49(1): [8] C. C. Wu, G.G. Cheng, H. Long, et al. A Thermodynamc Model for Evaluaton of Mass Acton Concentratons of Ce O 3 -contaned Slag Systems Based on the Ion and Molecule Coexstence Theory [J]. Hgh Temperature Materals and Processes. 013, 3(3): [9] C. C. Wu, G.G. Cheng. Calculatng model of mass acton concentraton for the La O 3 -Al O 3 -CaF refnng slag system for electroslag remeltng [J]. Journal of Iron and Steel Research,013, 5(9):3-7. n chnese [10] C. C. Wu, G.G. Cheng, H. Long. Calculatng model of acton concentraton of slag systems contanng Ce O 3 [J]. The Chnese Journal of onferrous Metals. 013, 3(10): n chnese [11] X.M. Yang, C.B. Sh, M. Zhang, J.P. Duan, and J Zhang. A Thermodynamc Model of Phosphate Capacty for -SO -MgO--Fe O 3 -MnO-Al O 3 -P O 5 Slags Equlbrated wth Molten Steel durng a Top-Bottom Combned Blown Converter Steelmakng Process Based on the Ion and Molecule Coexstence Theory [J]. Metallurgcal and Materals Transactons B, 011, 4B (5): [1] Cheng G G, Lao B. Calculaton Model for ace Tenson of Slag Melt [J]. J Iron & Steel Res., Int., 1999, 6(): 17-0 [13] L Z J, Cheng G G, Sh C X. Calculaton Model of Interfacal Tenson for Slag Melt and Alloy Melt [J]. Journal of the Chnese rare earth socety, 006, 4(Spec Issue): 7-31 [14] Bale C W, Chamand P, Degterov S A, et al. FactSage theraachemcal software and databases [J]. Calphad- Computer Couplng of Phaec Dagrams and Thermochemstry, 00, 6(): [15] DAVID SKUPIE, D.R. GASKELL. The ace Tensons and Foamng Behavor of Melts n the System --SO [J]. Metallurgcal and Materals Transactons B, 000, 31B (5): Authors Chengchuan Wu (1988- ), male, ph.d.canddate, research nterests are manly n the area of metallurgcal process for specal steel and rare-earth steel

Forecasting the Demand of Emergency Supplies: Based on the CBR Theory and BP Neural Network

Forecasting the Demand of Emergency Supplies: Based on the CBR Theory and BP Neural Network 700 Proceedngs of the 8th Internatonal Conference on Innovaton & Management Forecastng the Demand of Emergency Supples: Based on the CBR Theory and BP Neural Network Fu Deqang, Lu Yun, L Changbng School

More information

The Development of Web Log Mining Based on Improve-K-Means Clustering Analysis

The Development of Web Log Mining Based on Improve-K-Means Clustering Analysis The Development of Web Log Mnng Based on Improve-K-Means Clusterng Analyss TngZhong Wang * College of Informaton Technology, Luoyang Normal Unversty, Luoyang, 471022, Chna wangtngzhong2@sna.cn Abstract.

More information

Numerical Analysis of the Natural Gas Combustion Products

Numerical 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 information

Can Auto Liability Insurance Purchases Signal Risk Attitude?

Can 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 information

The OC Curve of Attribute Acceptance Plans

The 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 information

"Research Note" APPLICATION OF CHARGE SIMULATION METHOD TO ELECTRIC FIELD CALCULATION IN THE POWER CABLES *

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 information

IMPACT ANALYSIS OF A CELLULAR PHONE

IMPACT ANALYSIS OF A CELLULAR PHONE 4 th ASA & μeta Internatonal Conference IMPACT AALYSIS OF A CELLULAR PHOE We Lu, 2 Hongy L Bejng FEAonlne Engneerng Co.,Ltd. Bejng, Chna ABSTRACT Drop test smulaton plays an mportant role n nvestgatng

More information

CHOLESTEROL REFERENCE METHOD LABORATORY NETWORK. Sample Stability Protocol

CHOLESTEROL 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 information

SPEE Recommended Evaluation Practice #6 Definition of Decline Curve Parameters Background:

SPEE 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 information

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. 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 information

Damage detection in composite laminates using coin-tap method

Damage detection in composite laminates using coin-tap method Damage detecton n composte lamnates usng con-tap method S.J. Km Korea Aerospace Research Insttute, 45 Eoeun-Dong, Youseong-Gu, 35-333 Daejeon, Republc of Korea yaeln@kar.re.kr 45 The con-tap test has the

More information

An Interest-Oriented Network Evolution Mechanism for Online Communities

An Interest-Oriented Network Evolution Mechanism for Online Communities An Interest-Orented Network Evoluton Mechansm for Onlne Communtes Cahong Sun and Xaopng Yang School of Informaton, Renmn Unversty of Chna, Bejng 100872, P.R. Chna {chsun,yang}@ruc.edu.cn Abstract. Onlne

More information

Viscositymodels formolten slags

Viscositymodels formolten slags DepartmentofMateralsScenceandEngneerng Vscostymodels formolten slags MarkoKekkonen,HaleOghbaslase,SeppoLouhenklp SCIENCE+ TECHNOLOGY RESEARCHREPORT Aalto Unversty publcaton seres SCIENCE + TECHNOLOGY

More information

Liquid-Vapor Equilibria in Binary Systems 1

Liquid-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 information

Topical Workshop for PhD students Adsorption and Diffusion in MOFs Institut für Nichtklassische Chemie, Germany, www.uni-leipzig.

Topical 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 information

An Evaluation of the Extended Logistic, Simple Logistic, and Gompertz Models for Forecasting Short Lifecycle Products and Services

An 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 information

SIMPLE LINEAR CORRELATION

SIMPLE 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 information

RESEARCH ON DUAL-SHAKER SINE VIBRATION CONTROL. Yaoqi FENG 1, Hanping QIU 1. China Academy of Space Technology (CAST) yaoqi.feng@yahoo.

RESEARCH 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 information

Study on Model of Risks Assessment of Standard Operation in Rural Power Network

Study on Model of Risks Assessment of Standard Operation in Rural Power Network Study on Model of Rsks Assessment of Standard Operaton n Rural Power Network Qngj L 1, Tao Yang 2 1 Qngj L, College of Informaton and Electrcal Engneerng, Shenyang Agrculture Unversty, Shenyang 110866,

More information

An Alternative Way to Measure Private Equity Performance

An 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 information

The issue of June, 1925 of Industrial and Engineering Chemistry published a famous paper entitled

The issue of June, 1925 of Industrial and Engineering Chemistry published a famous paper entitled 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, 1049-001

More information

FREQUENCY 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 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

SIMULATION OF THERMAL AND CHEMICAL RELAXATION IN A POST-DISCHARGE AIR CORONA REACTOR

SIMULATION OF THERMAL AND CHEMICAL RELAXATION IN A POST-DISCHARGE AIR CORONA REACTOR XVIII Internatonal Conference on Gas Dscharges and Ther Applcatons (GD 2010) Grefswald - Germany SIMULATION OF THERMAL AND CHEMICAL RELAXATION IN A POST-DISCHARGE AIR CORONA REACTOR M. Mezane, J.P. Sarrette,

More information

substances (among other variables as well). ( ) Thus the change in volume of a mixture can be written as

substances (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 information

Calculating the high frequency transmission line parameters of power cables

Calculating 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 information

benefit is 2, paid if the policyholder dies within the year, and probability of death within the year is ).

benefit 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 information

Mean Molecular Weight

Mean 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 information

Viscosity of Solutions of Macromolecules

Viscosity 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 information

CHAPTER 5 RELATIONSHIPS BETWEEN QUANTITATIVE VARIABLES

CHAPTER 5 RELATIONSHIPS BETWEEN QUANTITATIVE VARIABLES CHAPTER 5 RELATIONSHIPS BETWEEN QUANTITATIVE VARIABLES In ths chapter, we wll learn how to descrbe the relatonshp between two quanttatve varables. Remember (from Chapter 2) that the terms quanttatve varable

More information

FINAL REPORT. City of Toronto. Contract 47016555. Project No: B000203-3

FINAL REPORT. City of Toronto. Contract 47016555. Project No: B000203-3 Cty of Toronto SAFETY IMPACTS AD REGULATIOS OF ELECTROIC STATIC ROADSIDE ADVERTISIG SIGS TECHICAL MEMORADUM #2C BEFORE/AFTER COLLISIO AALYSIS AT SIGALIZED ITERSECTIO FIAL REPORT 3027 Harvester Road, Sute

More information

Optical Measurement of the Speed of Sound in Air Over the Temperature Range 300-650 K

Optical Measurement of the Speed of Sound in Air Over the Temperature Range 300-650 K NASA/CR-2000-210114 ICASE Report No. 2000-20 Optcal Measurement of the Speed of Sound n Ar Over the Temperature Range 300-650 K Roger C. Hart ICASE, Hampton, Vrgna R. Jeffrey Balla and G.C. Herrng NASA

More information

Mechanical Properties of Evaporated Gold Films. Hard Substrate Effect Correction

Mechanical Properties of Evaporated Gold Films. Hard Substrate Effect Correction Mater. Res. Soc. Symp. Proc. Vol. 1086 008 Materals Research Socety 1086-U08-41 Mechancal Propertes o vaporated Gold Flms. Hard Substrate ect Correcton Ke Du 1, Xaolu Pang 1,, Ch Chen 1, and lex. Volnsky

More information

A Secure Password-Authenticated Key Agreement Using Smart Cards

A 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 information

Institute of Informatics, Faculty of Business and Management, Brno University of Technology,Czech Republic

Institute 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 information

A hybrid global optimization algorithm based on parallel chaos optimization and outlook algorithm

A 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 information

An Introduction to 3G Monte-Carlo simulations within ProMan

An Introduction to 3G Monte-Carlo simulations within ProMan An Introducton to 3G Monte-Carlo smulatons wthn ProMan responsble edtor: Hermann Buddendck AWE Communcatons GmbH Otto-Llenthal-Str. 36 D-71034 Böblngen Phone: +49 70 31 71 49 7-16 Fax: +49 70 31 71 49

More information

Answer: 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

Answer: 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 information

A Novel Methodology of Working Capital Management for Large. Public Constructions by Using Fuzzy S-curve Regression

A 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 information

On the Optimal Control of a Cascade of Hydro-Electric Power Stations

On 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 information

Optimization of High-Pressure Vapor-Liquid Equilibrium Modelling of Binary Mixtures (Supercritical Fluid + Ionic Liquid) by Particle Swarm Algorithm

Optimization of High-Pressure Vapor-Liquid Equilibrium Modelling of Binary Mixtures (Supercritical Fluid + Ionic Liquid) by Particle Swarm Algorithm MATCH Communcatons n Mathematcal and n Computer Chemstry MATCH Commun. Math. Comput. Chem. 73 (215) 663-688 ISSN 34-6253 Optmzaton of Hgh-Pressure Vapor-Lqud Equlbrum Modellng of Bnary Mxtures (Supercrtcal

More information

Traffic State Estimation in the Traffic Management Center of Berlin

Traffic State Estimation in the Traffic Management Center of Berlin Traffc State Estmaton n the Traffc Management Center of Berln Authors: Peter Vortsch, PTV AG, Stumpfstrasse, D-763 Karlsruhe, Germany phone ++49/72/965/35, emal peter.vortsch@ptv.de Peter Möhl, PTV AG,

More information

Research of Network System Reconfigurable Model Based on the Finite State Automation

Research of Network System Reconfigurable Model Based on the Finite State Automation JOURNAL OF NETWORKS, VOL., NO. 5, MAY 24 237 Research of Network System Reconfgurable Model Based on the Fnte State Automaton Shenghan Zhou and Wenbng Chang School of Relablty and System Engneerng, Behang

More information

Module 2 LOSSLESS IMAGE COMPRESSION SYSTEMS. Version 2 ECE IIT, Kharagpur

Module 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 information

1 Battery Technology and Markets, Spring 2010 26 January 2010 Lecture 1: Introduction to Electrochemistry

1 Battery Technology and Markets, Spring 2010 26 January 2010 Lecture 1: Introduction to Electrochemistry 1 Battery Technology and Markets, Sprng 2010 Lecture 1: Introducton to Electrochemstry 1. Defnton of battery 2. Energy storage devce: voltage and capacty 3. Descrpton of electrochemcal cell and standard

More information

Waste to Energy System in Shanghai City

Waste to Energy System in Shanghai City Waste to Energy System n Shangha Cty Group of Envronmental Systems, Department of Envronmental Studes M2 46876 Ya-Y Zhang 1. Introducton In the past ffteen years, the economcs of Chna has mantaned contnuously

More information

Performance Analysis and Coding Strategy of ECOC SVMs

Performance Analysis and Coding Strategy of ECOC SVMs Internatonal Journal of Grd and Dstrbuted Computng Vol.7, No. (04), pp.67-76 http://dx.do.org/0.457/jgdc.04.7..07 Performance Analyss and Codng Strategy of ECOC SVMs Zhgang Yan, and Yuanxuan Yang, School

More information

The Application of Fractional Brownian Motion in Option Pricing

The 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

Analysis of Reactivity Induced Accident for Control Rods Ejection with Loss of Cooling

Analysis of Reactivity Induced Accident for Control Rods Ejection with Loss of Cooling Analyss of Reactvty Induced Accdent for Control Rods Ejecton wth Loss of Coolng Hend Mohammed El Sayed Saad 1, Hesham Mohammed Mohammed Mansour 2 Wahab 1 1. Nuclear and Radologcal Regulatory Authorty,

More information

Feature selection for intrusion detection. Slobodan Petrović NISlab, Gjøvik University College

Feature selection for intrusion detection. Slobodan Petrović NISlab, Gjøvik University College Feature selecton for ntruson detecton Slobodan Petrovć NISlab, Gjøvk Unversty College Contents The feature selecton problem Intruson detecton Traffc features relevant for IDS The CFS measure The mrmr measure

More information

A DATA MINING APPLICATION IN A STUDENT DATABASE

A DATA MINING APPLICATION IN A STUDENT DATABASE JOURNAL OF AERONAUTICS AND SPACE TECHNOLOGIES JULY 005 VOLUME NUMBER (53-57) A DATA MINING APPLICATION IN A STUDENT DATABASE Şenol Zafer ERDOĞAN Maltepe Ünversty Faculty of Engneerng Büyükbakkalköy-Istanbul

More information

APPLICATION OF COMPUTER PROGRAMMING IN OPTIMIZATION OF TECHNOLOGICAL OBJECTIVES OF COLD ROLLING

APPLICATION OF COMPUTER PROGRAMMING IN OPTIMIZATION OF TECHNOLOGICAL OBJECTIVES OF COLD ROLLING Journal Journal of Chemcal of Chemcal Technology and and Metallurgy, 50, 6, 50, 2015, 6, 2015 638-643 APPLICATION OF COMPUTER PROGRAMMING IN OPTIMIZATION OF TECHNOLOGICAL OBJECTIVES OF COLD ROLLING Abdrakhman

More information

DEFINING %COMPLETE IN MICROSOFT PROJECT

DEFINING %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 information

Published: 2003-01-01. Link to publication

Published: 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 information

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

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

More information

How To Calculate The Accountng Perod Of Nequalty

How 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 information

ANALYZING THE RELATIONSHIPS BETWEEN QUALITY, TIME, AND COST IN PROJECT MANAGEMENT DECISION MAKING

ANALYZING THE RELATIONSHIPS BETWEEN QUALITY, TIME, AND COST IN PROJECT MANAGEMENT DECISION MAKING ANALYZING THE RELATIONSHIPS BETWEEN QUALITY, TIME, AND COST IN PROJECT MANAGEMENT DECISION MAKING Matthew J. Lberatore, Department of Management and Operatons, Vllanova Unversty, Vllanova, PA 19085, 610-519-4390,

More information

Kinetic Energy-Based Temperature Computation in Non-Equilibrium Molecular Dynamics Simulation

Kinetic Energy-Based Temperature Computation in Non-Equilibrium Molecular Dynamics Simulation Copyrght 202 Amercan Scentfc Publshers All rghts reserved Prnted n the Unted States of Amerca Journal of Computatonal and Theoretcal Nanoscence Vol. 9,428 433, 202 Knetc Energy-Based Temperature Computaton

More information

Brigid Mullany, Ph.D University of North Carolina, Charlotte

Brigid 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 information

Risk-based Fatigue Estimate of Deep Water Risers -- Course Project for EM388F: Fracture Mechanics, Spring 2008

Risk-based Fatigue Estimate of Deep Water Risers -- Course Project for EM388F: Fracture Mechanics, Spring 2008 Rsk-based Fatgue Estmate of Deep Water Rsers -- Course Project for EM388F: Fracture Mechancs, Sprng 2008 Chen Sh Department of Cvl, Archtectural, and Envronmental Engneerng The Unversty of Texas at Austn

More information

Linear Circuits Analysis. Superposition, Thevenin /Norton Equivalent circuits

Linear 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 information

Performance Management and Evaluation Research to University Students

Performance Management and Evaluation Research to University Students 631 A publcaton of CHEMICAL ENGINEERING TRANSACTIONS VOL. 46, 2015 Guest Edtors: Peyu Ren, Yancang L, Hupng Song Copyrght 2015, AIDIC Servz S.r.l., ISBN 978-88-95608-37-2; ISSN 2283-9216 The Italan Assocaton

More information

Capacity Reservation for Time-Sensitive Service Providers: An Application in Seaport Management

Capacity Reservation for Time-Sensitive Service Providers: An Application in Seaport Management Capacty Reservaton for Tme-Senstve Servce Provders: An Applcaton n Seaport Management L. Jeff Hong Department of Industral Engneerng and Logstcs Management The Hong Kong Unversty of Scence and Technology

More information

Improved SVM in Cloud Computing Information Mining

Improved SVM in Cloud Computing Information Mining Internatonal Journal of Grd Dstrbuton Computng Vol.8, No.1 (015), pp.33-40 http://dx.do.org/10.1457/jgdc.015.8.1.04 Improved n Cloud Computng Informaton Mnng Lvshuhong (ZhengDe polytechnc college JangSu

More information

Data Broadcast on a Multi-System Heterogeneous Overlayed Wireless Network *

Data Broadcast on a Multi-System Heterogeneous Overlayed Wireless Network * JOURNAL OF INFORMATION SCIENCE AND ENGINEERING 24, 819-840 (2008) Data Broadcast on a Mult-System Heterogeneous Overlayed Wreless Network * Department of Computer Scence Natonal Chao Tung Unversty Hsnchu,

More information

PSYCHOLOGICAL RESEARCH (PYC 304-C) Lecture 12

PSYCHOLOGICAL 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 information

total A A reag total A A r eag

total 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 information

RELIABILITY, RISK AND AVAILABILITY ANLYSIS OF A CONTAINER GANTRY CRANE ABSTRACT

RELIABILITY, RISK AND AVAILABILITY ANLYSIS OF A CONTAINER GANTRY CRANE ABSTRACT Kolowrock Krzysztof Joanna oszynska MODELLING ENVIRONMENT AND INFRATRUCTURE INFLUENCE ON RELIABILITY AND OPERATION RT&A # () (Vol.) March RELIABILITY RIK AND AVAILABILITY ANLYI OF A CONTAINER GANTRY CRANE

More information

Project Networks With Mixed-Time Constraints

Project 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 information

ERP Software Selection Using The Rough Set And TPOSIS Methods

ERP Software Selection Using The Rough Set And TPOSIS Methods ERP Software Selecton Usng The Rough Set And TPOSIS Methods Under Fuzzy Envronment Informaton Management Department, Hunan Unversty of Fnance and Economcs, No. 139, Fengln 2nd Road, Changsha, 410205, Chna

More information

Comparison of Control Strategies for Shunt Active Power Filter under Different Load Conditions

Comparison of Control Strategies for Shunt Active Power Filter under Different Load Conditions Comparson of Control Strateges for Shunt Actve Power Flter under Dfferent Load Condtons Sanjay C. Patel 1, Tushar A. Patel 2 Lecturer, Electrcal Department, Government Polytechnc, alsad, Gujarat, Inda

More information

SETTLEMENT PREDICTION OF PILE-SUPPORTED STRUCTURES IN LIQUEFIABLE SOILS DURING EARTHQUAKE

SETTLEMENT PREDICTION OF PILE-SUPPORTED STRUCTURES IN LIQUEFIABLE SOILS DURING EARTHQUAKE SETTLEMENT PREDICTION OF PILE-SUPPORTED STRUCTURES IN LIQUEFIABLE SOILS DURING EARTHQUAKE Chandra Dev Raman 1, Subhamoy Bhattacharya 2 and A Blakeborough 3 1 Research Scholar, Department of Engneerng Scence,Unversty

More information

An Isolated Feedback Circuit for a Flyback Charging Circuit

An Isolated Feedback Circuit for a Flyback Charging Circuit Proceedngs of the 007 WSEAS Int. Conference on Crcuts, Systems, Sgnal and Telecommuncatons, Gold Coast, Australa, January 17-19, 007 35 An Isolated Feedback Crcut for a Flyback Chargng Crcut LI JIE, HUAG

More information

Shielding Equations and Buildup Factors Explained

Shielding Equations and Buildup Factors Explained Sheldng Equatons and uldup Factors Explaned Gamma Exposure Fluence Rate Equatons For an explanaton of the fluence rate equatons used n the unshelded and shelded calculatons, vst ths US Health Physcs Socety

More information

Research on Privacy Protection Approach for Cloud Computing Environments

Research on Privacy Protection Approach for Cloud Computing Environments , pp. 113-120 http://dx.do.org/10.14257/jsa.2015.9.3.11 Research on Prvacy Protecton Approach for Cloud Computng Envronments Xaohu L 1,2, Hongxng Lang 3 and Dan Ja 1 1 College of Electrcal and Informaton

More information

A Study on Secure Data Storage Strategy in Cloud Computing

A 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 information

AN APPOINTMENT ORDER OUTPATIENT SCHEDULING SYSTEM THAT IMPROVES OUTPATIENT EXPERIENCE

AN APPOINTMENT ORDER OUTPATIENT SCHEDULING SYSTEM THAT IMPROVES OUTPATIENT EXPERIENCE AN APPOINTMENT ORDER OUTPATIENT SCHEDULING SYSTEM THAT IMPROVES OUTPATIENT EXPERIENCE Yu-L Huang Industral Engneerng Department New Mexco State Unversty Las Cruces, New Mexco 88003, U.S.A. Abstract Patent

More information

On fourth order simultaneously zero-finding method for multiple roots of complex polynomial equations 1

On fourth order simultaneously zero-finding method for multiple roots of complex polynomial equations 1 General Mathematcs Vol. 6, No. 3 (2008), 9 3 On fourth order smultaneously zero-fndng method for multple roots of complex polynomal euatons Nazr Ahmad Mr and Khald Ayub Abstract In ths paper, we present

More information

Analysis and Modeling of Buck Converter in Discontinuous-Output-Inductor-Current Mode Operation *

Analysis and Modeling of Buck Converter in Discontinuous-Output-Inductor-Current Mode Operation * Energy and Power Engneerng, 3, 5, 85-856 do:.436/ee.3.54b63 Publshed Onlne July 3 (htt://www.scr.org/journal/ee) Analyss and Modelng of Buck Converter n Dscontnuous-Outut-Inductor-Current Mode Oeraton

More information

SprayExpo 2.0. Program description. SprayExpo has been developed by

SprayExpo 2.0. Program description. SprayExpo has been developed by SpraExpo.0 Program descrpton SpraExpo has been developed b Fraunhofer Insttut für Toxkologe und Expermentelle Medzn Nkola-Fuchs-Straße 1 D-3065 Hannover on behalf of the Bundesanstalt für Arbetsschutz

More information

How To Calculate The Phase Dagram Of A Bnary System

How To Calculate The Phase Dagram Of A Bnary System CALPHAD: Computer Couplng of Phase Dagrams and Thermochemstry 34 (2010) 26 35 Contents lsts avalable at ScenceDrect CALPHAD: Computer Couplng of Phase Dagrams and Thermochemstry journal homepage: www.elsever.com/locate/calphad

More information

Interest Rate Forwards and Swaps

Interest Rate Forwards and Swaps Interest Rate Forwards and Swaps Forward rate agreement (FRA) mxn FRA = agreement that fxes desgnated nterest rate coverng a perod of (n-m) months, startng n m months: Example: Depostor wants to fx rate

More information

Support Vector Machines

Support Vector Machines Support Vector Machnes Max Wellng Department of Computer Scence Unversty of Toronto 10 Kng s College Road Toronto, M5S 3G5 Canada wellng@cs.toronto.edu Abstract Ths s a note to explan support vector machnes.

More information

A DYNAMIC CRASHING METHOD FOR PROJECT MANAGEMENT USING SIMULATION-BASED OPTIMIZATION. Michael E. Kuhl Radhamés A. Tolentino-Peña

A 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 information

University Physics AI No. 11 Kinetic Theory

University Physics AI No. 11 Kinetic Theory Unersty hyscs AI No. 11 Knetc heory Class Number Name I.Choose the Correct Answer 1. Whch type o deal gas wll hae the largest alue or C -C? ( D (A Monatomc (B Datomc (C olyatomc (D he alue wll be the same

More information

Interlude: Interphase Mass Transfer

Interlude: 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 information

A heuristic task deployment approach for load balancing

A heuristic task deployment approach for load balancing Xu Gaochao, Dong Yunmeng, Fu Xaodog, Dng Yan, Lu Peng, Zhao Ja Abstract A heurstc task deployment approach for load balancng Gaochao Xu, Yunmeng Dong, Xaodong Fu, Yan Dng, Peng Lu, Ja Zhao * College of

More information

A Performance Analysis of View Maintenance Techniques for Data Warehouses

A Performance Analysis of View Maintenance Techniques for Data Warehouses A Performance Analyss of Vew Mantenance Technques for Data Warehouses Xng Wang Dell Computer Corporaton Round Roc, Texas Le Gruenwald The nversty of Olahoma School of Computer Scence orman, OK 739 Guangtao

More information

The Effect of Mean Stress on Damage Predictions for Spectral Loading of Fiberglass Composite Coupons 1

The Effect of Mean Stress on Damage Predictions for Spectral Loading of Fiberglass Composite Coupons 1 EWEA, Specal Topc Conference 24: The Scence of Makng Torque from the Wnd, Delft, Aprl 9-2, 24, pp. 546-555. The Effect of Mean Stress on Damage Predctons for Spectral Loadng of Fberglass Composte Coupons

More information

THE DISTRIBUTION OF LOAN PORTFOLIO VALUE * Oldrich Alfons Vasicek

THE 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 information

Laddered Multilevel DC/AC Inverters used in Solar Panel Energy Systems

Laddered 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 information

Optimal Bidding Strategies for Generation Companies in a Day-Ahead Electricity Market with Risk Management Taken into Account

Optimal Bidding Strategies for Generation Companies in a Day-Ahead Electricity Market with Risk Management Taken into Account Amercan J. of Engneerng and Appled Scences (): 8-6, 009 ISSN 94-700 009 Scence Publcatons Optmal Bddng Strateges for Generaton Companes n a Day-Ahead Electrcty Market wth Rsk Management Taken nto Account

More information

An interactive system for structure-based ASCII art creation

An interactive system for structure-based ASCII art creation An nteractve system for structure-based ASCII art creaton Katsunor Myake Henry Johan Tomoyuk Nshta The Unversty of Tokyo Nanyang Technologcal Unversty Abstract Non-Photorealstc Renderng (NPR), whose am

More information

Detecting Credit Card Fraud using Periodic Features

Detecting Credit Card Fraud using Periodic Features Detectng Credt Card Fraud usng Perodc Features Alejandro Correa Bahnsen, Djamla Aouada, Aleksandar Stojanovc and Björn Ottersten Interdscplnary Centre for Securty, Relablty and Trust Unversty of Luxembourg,

More information

How To Understand The Results Of The German Meris Cloud And Water Vapour Product

How To Understand The Results Of The German Meris Cloud And Water Vapour Product Ttel: Project: Doc. No.: MERIS level 3 cloud and water vapour products MAPP MAPP-ATBD-ClWVL3 Issue: 1 Revson: 0 Date: 9.12.1998 Functon Name Organsaton Sgnature Date Author: Bennartz FUB Preusker FUB Schüller

More information

Faraday's Law of Induction

Faraday's Law of Induction Introducton Faraday's Law o Inducton In ths lab, you wll study Faraday's Law o nducton usng a wand wth col whch swngs through a magnetc eld. You wll also examne converson o mechanc energy nto electrc energy

More information

Research on Evaluation of Customer Experience of B2C Ecommerce Logistics Enterprises

Research on Evaluation of Customer Experience of B2C Ecommerce Logistics Enterprises 3rd Internatonal Conference on Educaton, Management, Arts, Economcs and Socal Scence (ICEMAESS 2015) Research on Evaluaton of Customer Experence of B2C Ecommerce Logstcs Enterprses Yle Pe1, a, Wanxn Xue1,

More information

A system for real-time calculation and monitoring of energy performance and carbon emissions of RET systems and buildings

A system for real-time calculation and monitoring of energy performance and carbon emissions of RET systems and buildings A system for real-tme calculaton and montorng of energy performance and carbon emssons of RET systems and buldngs Dr PAAIOTIS PHILIMIS Dr ALESSADRO GIUSTI Dr STEPHE GARVI CE Technology Center Democratas

More information

Causal, Explanatory Forecasting. Analysis. Regression Analysis. Simple Linear Regression. Which is Independent? Forecasting

Causal, 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 information

Fault tolerance in cloud technologies presented as a service

Fault tolerance in cloud technologies presented as a service Internatonal Scentfc Conference Computer Scence 2015 Pavel Dzhunev, PhD student Fault tolerance n cloud technologes presented as a servce INTRODUCTION Improvements n technques for vrtualzaton and performance

More information

Financial Mathemetics

Financial 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 information