DSC Resolution and Dynamic Response Improvements Obtained by a New Heat Flow Measurement Technique. Robert L. Danley, Peter A.

Size: px
Start display at page:

Download "DSC Resolution and Dynamic Response Improvements Obtained by a New Heat Flow Measurement Technique. Robert L. Danley, Peter A."

Transcription

1 DSC Resolution and Dynamic Response Impovements Obtained by a New Heat Flow Measuement Technique Robet L. Danley, Pete A. Caulfield TA Instuments, 109 Lukens Dive, New Castle DE ABSTRACT Diffeential Scanning Caloimete heat flow measuements include significant instument effects that educe the dynamic esponse of the signal to sample effects. Fo example, a shap fist ode tansition, like a metal melt displays a potacted exponential decay of the heat flow signal following completion of the melt. This exponential decay is the esult of heat stoage within the DSC senso and the sample pan. A new technique fo measuing DSC heat flow is descibed that yields geatly impoved dynamic esponse. The new measuement technique accounts fo heat stoage within the senso assembly and the sample pan. Dynamic esponse of the heat flow signal is significantly enhanced, impoving the ability of the DSC to sepaate themal events that occu within a small tempeatue ange. INTRODUCTION It is well known that the heat flow signal fom a DSC duing a tansition is an inexact epesentation of the actual sample heat flow. The measued heat flow is delayed and distoted in time (1). This distotion o smeaing of the heat flow signal is the esult of heat stoage within the sample pan and the senso. These heat stoage effects ae pesent in all DSCs, heat flux o powe compensation. Heat stoage within a themal system is analogous to capacitance within an electical cicuit, so that the heat capacity of the sample pan and the senso effectively filte the measued heat flow. Fo many DSC expeiments, the smeaed heat flow is a sufficiently accuate measuement, fo example when heat flow is integated ove a baseline to obtain the enthalpy of a tansition. Howeve, in expeiments whee patial aea integations ae equied, fo example kinetics and puity, the heat flow signal must be de-smeaed (2). The DSC esolution, i.e. the ability to sepaate closely spaced tansitions is impoved when the heat stoage effects of pan and senso ae emoved fom the heat flow signal. Two de-smeaing methods, modeling and numeical deconvolution have geneally been used. The modeling appoach seeks to epesent the DSC by diffeential equations whee the measued signal i.e. the diffeential tempeatue and it s deivatives ae the 1 TA269

2 inputs and the coefficients of the equations epesent the themal chaacteistics of the DSC. De-smeaing using fist and second ode diffeential equations has been demonstated (3,4). A difficulty in pacticing these methods is the detemination of appopiate values fo the instument coefficients (2). Numeical deconvolution seeks to econstuct the sample heat flow by employing the convolution integal equation and the appaatus function, which is detemined by the esponse to an impulsive heat input (1). Numeical deconvolution inceases noise in the heat flow signal and can only be pefomed afte the measuement is complete (2). This pape pesents anothe appoach to obtaining the actual sample heat flow, using a new heat flow measuement. It is based on epesentation of the DSC heat flow measuement by two diffeential equations that use two diffeential tempeatue measuements and the senso tempeatue as input signals. A calibation pocedue is used to detemine the diffeential equation coefficients epesenting the instument. This method also accounts fo slight imbalances in the measuement system that contibute to instument baseline defects (5). The DSC is a twin instument compising two nominally identical caloimetes within an enclosue, the tempeatue of which is contolled to match a desied themal pogam. Heat exchange within the caloimete may be modeled using the lumped heat capacity method whee discete themal esistances and heat capacities epesent the components of the system (6). Figue 1 shows an electical netwok that is analogous to sam Sample and Pans m ps c pan m p c pan T ps T p s R p R p T s R s C s C T R Senso T 0 heat flow within the DSC. Figue 1 DSC Heat Flow Measuement Model The model is divided into two pats, the potion below the boken line (labeled senso) epesents the DSC while the potion above the line epesents the sample and 2 TA269

3 pans. Each caloimete compises a themal esistance and a heat capacity; subscipts s and indicate the sample o efeence caloimete. T s and T ae the measued tempeatues of the sample and efeence caloimetes and T 0 is the tempeatue at the base of the senso, which is epesentative of that of the DSC enclosue. The measued heat flows ae q s, the heat flow to the sample and it s pan and q, the heat flow to the efeence and it s pan. The actual sample heat flow is q sam. A heat capacity C ps and a themal esistance R p epesent the sample pan and the themal esistance between pan and senso. The efeence pan is assumed to be empty, a heat capacity C p and a themal esistance R p epesent the efeence pan and the themal contact esistance between pan and senso. The sample and efeence pan tempeatues ae T ps and T p. Pefoming a heat balance gives the measued sample and efeence heat flows in tems of measued tempeatues T s, T, T 0 and senso themal paametes R s, C s, R, C : T Ts dts T T qs 0 dt & Cs 0 C Rs R substitute the two measued diffeential tempeatues: T T s T T0 T0 Ts into the sample and efeence heat flow equations to obtain the heat flow measuement equations: T0 dts T0 + T dts d T s Cs C Rs R Themal esistances and heat capacities ae obtained using a two pat calibation method (5). The measued sample heat flow includes the sample and pan heat flow and, likewise, the measued efeence heat flow is the sum of the pan and efeence heat flows. The objective of the measuement is to ecove the tue sample heat flow q sam. The measued sample heat flow is the sum of the sample and sample pan heat flows: dtps s sam + m psc pan The measued efeence heat flow is just the pan heat flow because the efeence pan was assumed to be empty: dt q & p m pc pan Using the efeence heat flow equation to eliminate the pan specific heat capacity and solve fo q sam : dtps m ps sam s dtp m p This equation gives the actual sample heat flow and accounts fo pan mass imbalances and diffeences in heating ate between the sample and efeence pans. The heat flow measuement equations include imbalances and diffeences in heating ate between the sample and efeence caloimetes. Conventional DSC heat flow measuements do not include the senso imbalances o the diffeences in heating ate between the sample and efeence caloimetes and pans. The heating ate atio accounts fo the fact that duing a DSC expeiment the heating ates of the sample and efeence pans may be diffeent, fo example duing a tansition. In conventional DSC, the heat 3 TA269

4 flow measuement is in eo because the efeence pan always heats at the pogammed heating ate. When the sample pan heating ate is highe o lowe than the pogammed heating ate, the efeence heat flow offsetting the sample pan heat flow is too low o too high. The same comments apply to the senso heat flow. The heat capacity tems in the heat flow measuement equations account fo diffeences between the sample and efeence senso heating ates. To use this heat flow measuement method, the sample and efeence pan tempeatues ae needed, they ae not measued diectly but may be obtained fom the measued quantities. Heat flow between the sample and efeence pans and thei sensos ae given by: Ts Tps T Tp s R R Which ae solved to find the pan tempeatues: T T R p ps s s p T p T qrp Senso tempeatues and heat flows ae measued, the pan contact esistance R p is needed to detemine the pan tempeatues. A model equation is used to calculate the contact esistance between the pan and senso. The model assumes that thee ae two paallel heat conduction paths between the pan and the senso, one is solid conduction though the senso and pan whee they contact one anothe and the second is conduction though the gas laye between the pan and senso. The equation used fo the contact esistance is: 1 Rp R + R R pan Whee, the component themal esistances ae calculated fom: 1 R α k K is the themal conductivity of the pan, senso o puge gas and α is a geometic facto fo the pan, senso o puge gas that is equivalent to the atio of an aea to a length. Themal conductivities fo each component as a function of tempeatue ae known, the geometic factos have been detemined fom a cuve fit of expeimental data. The geometic factos ae dependent upon the pan and senso shape. Typical values of the geometic factos ae supplied in the instument softwae fo selected pan types. These capabilities ae incopoated in the TA Instuments Q1000 DSC (5,7). EXPERIMENTAL A TA Instuments Q1000 with a RCS (mechanical efigeation cooling system) was used to pefom the expeiments shown below. The instument was calibated pe the manufactue s instuctions, including calibation of the senso themal coefficients. The DSC cell was puged with nitogen, cimped aluminum pans wee used with 5.64mg indium and 1.13mg dotiacontaine samples. RESULTS AND DISCUSSION Figue 2 shows an indium melt at 20 C/min. Two heat flows ae plotted, the conventional DSC heat flow and the heat flow accoding the Advanced Tzeo heat sen gas p & 4 TA269

5 flow measuement of this pape. The conventional DSC heat flow signal is popotional to the Diffeence between sample and efeence tempeatue. E( T ) T Compaing the Advanced Tzeo heat flow to the conventional heat flow, the peak height inceased fom 23.2mW to 29.9 mw and the peak wih at half height has deceased damatically fom 2.26 to 0.82 C, epesenting a thee fold eduction in peak wih. The onset and peak tempeatues ae slightly lowe due to the elimination of themal lag of the sample caloimete and sample pan. The baseline etun at the completion of the melt is much faste, coesponding to impoved dynamic esponse that yields bette esolution. Heat Flow (mw) C 0.82 C mW C C 2.26 C mW C Conventional DSC Advanced Tzeo Tempeatue ( C) Figue 2 Indium Melt Tzeo vs. Conventional DSC Figue 3 shows the esult of a 10 C/min DSC expeiment with a 1.13mg sample of dotiacontane, a C32 hydocabon. Two heat flow signals ae shown; Advanced Tzeo and conventional DSC. This sample has thee closely spaced tansitions demonstating the sepaation ability of a DSC (i.e. the esolution). The fist two tansitions ae baely sepaated fom one anothe by conventional DSC, wheeas Advanced Tzeo shows a substantial impovement in the sepaation. Howeve, between the second and thid tansitions, Advanced Tzeo clealy achieves a baseline, whee conventional DSC does not. In this case, the ability to accuately detemine the enthalpy of the thid tansition is impoved by Advanced Tzeo as compaed to conventional DSC. All peak heights ae substantially inceased while peak wih is consideably educed. Analysis of additional expeiments confims the impoved esolution (8). 5 TA269

6 Heat Flow (mw) Advanced Tzeo Conventional DSC Tempeatue ( C) Figue mg Dotiacontane at 10 C/min CONCLUSIONS A new method of measuing heat flow in DSC is descibed that impoves the measuement by including the heat stoage effects of the senso and the pans. The heat stoage effects manifest themselves in any DSC expeiment whee the sample and efeence heating ates ae not identical. That includes tansitions in DSC and geneally all MDSC expeiments. A key featue of this new measuement is that the sample and efeence heat flows may be measued sepaately, allowing the diffeence in heating ates between sample and efeence senso and pans to be accounted fo. The esult is that the actual sample heat flow is measued. A calibation method is used that allows the chaacteistics of the DSC to be detemined. REFERENCES 1. G. W. H. Höhne, Themochimica Acta, 1978, 22, G. W. H. Höhne, W. Hemminge H.-J. Flammesheim, Diffeential Scanning Caloimety, 1996, K. H. Schönbon, Themochimica Acta, 1983, 69, K.-R. Löblich, Themochimica Acta, 1985, 85, R. L. Danley, P. A. Caulfield, Poc. 29 th Conf. N. Ame. Them. Anal. Soc., J. P. Holman, Heat Tansfe, 4 th Edition, 1976, L. Waguespack, R. L. Blaine, Poc. 29 th Conf. N. Ame. Them. Anal. Soc., P. A. Caulfield, R. L. Danley, Poc. 29 th Conf. N. Ame. Them. Anal. Soc., TA269

DSC Baseline Improvements Obtained by a New Heat Flow Measurement Technique

DSC Baseline Improvements Obtained by a New Heat Flow Measurement Technique DS Baeline Impovement Obtained by a New Heat Flow Meauement Technique obet L. Danley, Pete A. aulfield TA Intument, 109 Luken Dive, New atle DE 19720 ABSTAT Nealy all diffeential canning caloimety (DS)

More information

VISCOSITY OF BIO-DIESEL FUELS

VISCOSITY OF BIO-DIESEL FUELS VISCOSITY OF BIO-DIESEL FUELS One of the key assumptions fo ideal gases is that the motion of a given paticle is independent of any othe paticles in the system. With this assumption in place, one can use

More information

Experiment 6: Centripetal Force

Experiment 6: Centripetal Force Name Section Date Intoduction Expeiment 6: Centipetal oce This expeiment is concened with the foce necessay to keep an object moving in a constant cicula path. Accoding to Newton s fist law of motion thee

More information

Comparing Availability of Various Rack Power Redundancy Configurations

Comparing Availability of Various Rack Power Redundancy Configurations Compaing Availability of Vaious Rack Powe Redundancy Configuations White Pape 48 Revision by Victo Avela > Executive summay Tansfe switches and dual-path powe distibution to IT equipment ae used to enhance

More information

Questions & Answers Chapter 10 Software Reliability Prediction, Allocation and Demonstration Testing

Questions & Answers Chapter 10 Software Reliability Prediction, Allocation and Demonstration Testing M13914 Questions & Answes Chapte 10 Softwae Reliability Pediction, Allocation and Demonstation Testing 1. Homewok: How to deive the fomula of failue ate estimate. λ = χ α,+ t When the failue times follow

More information

Comparing Availability of Various Rack Power Redundancy Configurations

Comparing Availability of Various Rack Power Redundancy Configurations Compaing Availability of Vaious Rack Powe Redundancy Configuations By Victo Avela White Pape #48 Executive Summay Tansfe switches and dual-path powe distibution to IT equipment ae used to enhance the availability

More information

The Role of Gravity in Orbital Motion

The Role of Gravity in Orbital Motion ! The Role of Gavity in Obital Motion Pat of: Inquiy Science with Datmouth Developed by: Chistophe Caoll, Depatment of Physics & Astonomy, Datmouth College Adapted fom: How Gavity Affects Obits (Ohio State

More information

Determining solar characteristics using planetary data

Determining solar characteristics using planetary data Detemining sola chaacteistics using planetay data Intoduction The Sun is a G type main sequence sta at the cente of the Sola System aound which the planets, including ou Eath, obit. In this inestigation

More information

Software Engineering and Development

Software Engineering and Development I T H E A 67 Softwae Engineeing and Development SOFTWARE DEVELOPMENT PROCESS DYNAMICS MODELING AS STATE MACHINE Leonid Lyubchyk, Vasyl Soloshchuk Abstact: Softwae development pocess modeling is gaining

More information

Semipartial (Part) and Partial Correlation

Semipartial (Part) and Partial Correlation Semipatial (Pat) and Patial Coelation his discussion boows heavily fom Applied Multiple egession/coelation Analysis fo the Behavioal Sciences, by Jacob and Paticia Cohen (975 edition; thee is also an updated

More information

An Introduction to Omega

An Introduction to Omega An Intoduction to Omega Con Keating and William F. Shadwick These distibutions have the same mean and vaiance. Ae you indiffeent to thei isk-ewad chaacteistics? The Finance Development Cente 2002 1 Fom

More information

TECHNICAL DATA. JIS (Japanese Industrial Standard) Screw Thread. Specifications

TECHNICAL DATA. JIS (Japanese Industrial Standard) Screw Thread. Specifications JIS (Japanese Industial Standad) Scew Thead Specifications TECNICAL DATA Note: Although these specifications ae based on JIS they also apply to and DIN s. Some comments added by Mayland Metics Coutesy

More information

Episode 401: Newton s law of universal gravitation

Episode 401: Newton s law of universal gravitation Episode 401: Newton s law of univesal gavitation This episode intoduces Newton s law of univesal gavitation fo point masses, and fo spheical masses, and gets students pactising calculations of the foce

More information

UNIVERSIDAD DE CANTABRIA TESIS DOCTORAL

UNIVERSIDAD DE CANTABRIA TESIS DOCTORAL UNIVERSIDAD DE CANABRIA Depatamento de Ingenieía de Comunicaciones ESIS DOCORAL Cyogenic echnology in the Micowave Engineeing: Application to MIC and MMIC Vey Low Noise Amplifie Design Juan Luis Cano de

More information

CLOSE RANGE PHOTOGRAMMETRY WITH CCD CAMERAS AND MATCHING METHODS - APPLIED TO THE FRACTURE SURFACE OF AN IRON BOLT

CLOSE RANGE PHOTOGRAMMETRY WITH CCD CAMERAS AND MATCHING METHODS - APPLIED TO THE FRACTURE SURFACE OF AN IRON BOLT CLOSE RANGE PHOTOGRAMMETR WITH CCD CAMERAS AND MATCHING METHODS - APPLIED TO THE FRACTURE SURFACE OF AN IRON BOLT Tim Suthau, John Moé, Albet Wieemann an Jens Fanzen Technical Univesit of Belin, Depatment

More information

Deflection of Electrons by Electric and Magnetic Fields

Deflection of Electrons by Electric and Magnetic Fields Physics 233 Expeiment 42 Deflection of Electons by Electic and Magnetic Fields Refeences Loain, P. and D.R. Coson, Electomagnetism, Pinciples and Applications, 2nd ed., W.H. Feeman, 199. Intoduction An

More information

Financing Terms in the EOQ Model

Financing Terms in the EOQ Model Financing Tems in the EOQ Model Habone W. Stuat, J. Columbia Business School New Yok, NY 1007 hws7@columbia.edu August 6, 004 1 Intoduction This note discusses two tems that ae often omitted fom the standad

More information

Magnetic Bearing with Radial Magnetized Permanent Magnets

Magnetic Bearing with Radial Magnetized Permanent Magnets Wold Applied Sciences Jounal 23 (4): 495-499, 2013 ISSN 1818-4952 IDOSI Publications, 2013 DOI: 10.5829/idosi.wasj.2013.23.04.23080 Magnetic eaing with Radial Magnetized Pemanent Magnets Vyacheslav Evgenevich

More information

AN IMPLEMENTATION OF BINARY AND FLOATING POINT CHROMOSOME REPRESENTATION IN GENETIC ALGORITHM

AN IMPLEMENTATION OF BINARY AND FLOATING POINT CHROMOSOME REPRESENTATION IN GENETIC ALGORITHM AN IMPLEMENTATION OF BINARY AND FLOATING POINT CHROMOSOME REPRESENTATION IN GENETIC ALGORITHM Main Golub Faculty of Electical Engineeing and Computing, Univesity of Zageb Depatment of Electonics, Micoelectonics,

More information

Experiment MF Magnetic Force

Experiment MF Magnetic Force Expeiment MF Magnetic Foce Intoduction The magnetic foce on a cuent-caying conducto is basic to evey electic moto -- tuning the hands of electic watches and clocks, tanspoting tape in Walkmans, stating

More information

Chapter 3 Savings, Present Value and Ricardian Equivalence

Chapter 3 Savings, Present Value and Ricardian Equivalence Chapte 3 Savings, Pesent Value and Ricadian Equivalence Chapte Oveview In the pevious chapte we studied the decision of households to supply hous to the labo maket. This decision was a static decision,

More information

NUCLEAR MAGNETIC RESONANCE

NUCLEAR MAGNETIC RESONANCE 19 Jul 04 NMR.1 NUCLEAR MAGNETIC RESONANCE In this expeiment the phenomenon of nuclea magnetic esonance will be used as the basis fo a method to accuately measue magnetic field stength, and to study magnetic

More information

INVESTIGATION OF FLOW INSIDE AN AXIAL-FLOW PUMP OF GV IMP TYPE

INVESTIGATION OF FLOW INSIDE AN AXIAL-FLOW PUMP OF GV IMP TYPE 1 INVESTIGATION OF FLOW INSIDE AN AXIAL-FLOW PUMP OF GV IMP TYPE ANATOLIY A. YEVTUSHENKO 1, ALEXEY N. KOCHEVSKY 1, NATALYA A. FEDOTOVA 1, ALEXANDER Y. SCHELYAEV 2, VLADIMIR N. KONSHIN 2 1 Depatment of

More information

CRRC-1 Method #1: Standard Practice for Measuring Solar Reflectance of a Flat, Opaque, and Heterogeneous Surface Using a Portable Solar Reflectometer

CRRC-1 Method #1: Standard Practice for Measuring Solar Reflectance of a Flat, Opaque, and Heterogeneous Surface Using a Portable Solar Reflectometer CRRC- Method #: Standad Pactice fo Measuing Sola Reflectance of a Flat, Opaque, and Heteogeneous Suface Using a Potable Sola Reflectomete Scope This standad pactice coves a technique fo estimating the

More information

Manual ultrasonic inspection of thin metal welds

Manual ultrasonic inspection of thin metal welds Manual ultasonic inspection of thin metal welds Capucine Capentie and John Rudlin TWI Cambidge CB1 6AL, UK Telephone 01223 899000 Fax 01223 890689 E-mail capucine.capentie@twi.co.uk Abstact BS EN ISO 17640

More information

An Epidemic Model of Mobile Phone Virus

An Epidemic Model of Mobile Phone Virus An Epidemic Model of Mobile Phone Vius Hui Zheng, Dong Li, Zhuo Gao 3 Netwok Reseach Cente, Tsinghua Univesity, P. R. China zh@tsinghua.edu.cn School of Compute Science and Technology, Huazhong Univesity

More information

Gauss Law. Physics 231 Lecture 2-1

Gauss Law. Physics 231 Lecture 2-1 Gauss Law Physics 31 Lectue -1 lectic Field Lines The numbe of field lines, also known as lines of foce, ae elated to stength of the electic field Moe appopiately it is the numbe of field lines cossing

More information

CONCEPTUAL FRAMEWORK FOR DEVELOPING AND VERIFICATION OF ATTRIBUTION MODELS. ARITHMETIC ATTRIBUTION MODELS

CONCEPTUAL FRAMEWORK FOR DEVELOPING AND VERIFICATION OF ATTRIBUTION MODELS. ARITHMETIC ATTRIBUTION MODELS CONCEPUAL FAMEOK FO DEVELOPING AND VEIFICAION OF AIBUION MODELS. AIHMEIC AIBUION MODELS Yui K. Shestopaloff, is Diecto of eseach & Deelopment at SegmentSoft Inc. He is a Docto of Sciences and has a Ph.D.

More information

Supplementary Material for EpiDiff

Supplementary Material for EpiDiff Supplementay Mateial fo EpiDiff Supplementay Text S1. Pocessing of aw chomatin modification data In ode to obtain the chomatin modification levels in each of the egions submitted by the use QDCMR module

More information

STUDENT RESPONSE TO ANNUITY FORMULA DERIVATION

STUDENT RESPONSE TO ANNUITY FORMULA DERIVATION Page 1 STUDENT RESPONSE TO ANNUITY FORMULA DERIVATION C. Alan Blaylock, Hendeson State Univesity ABSTRACT This pape pesents an intuitive appoach to deiving annuity fomulas fo classoom use and attempts

More information

Instituto Superior Técnico Av. Rovisco Pais, 1 1049-001 Lisboa E-mail: virginia.infante@ist.utl.pt

Instituto Superior Técnico Av. Rovisco Pais, 1 1049-001 Lisboa E-mail: virginia.infante@ist.utl.pt FATIGUE LIFE TIME PREDICTIO OF POAF EPSILO TB-30 AIRCRAFT - PART I: IMPLEMETATIO OF DIFERET CYCLE COUTIG METHODS TO PREDICT THE ACCUMULATED DAMAGE B. A. S. Seano 1, V. I. M.. Infante 2, B. S. D. Maado

More information

Evaluating the impact of Blade Server and Virtualization Software Technologies on the RIT Datacenter

Evaluating the impact of Blade Server and Virtualization Software Technologies on the RIT Datacenter Evaluating the impact of and Vitualization Softwae Technologies on the RIT Datacente Chistophe M Butle Vitual Infastuctue Administato Rocheste Institute of Technology s Datacente Contact: chis.butle@it.edu

More information

MATHEMATICAL SIMULATION OF MASS SPECTRUM

MATHEMATICAL SIMULATION OF MASS SPECTRUM MATHEMATICA SIMUATION OF MASS SPECTUM.Beánek, J.Knížek, Z. Pulpán 3, M. Hubálek 4, V. Novák Univesity of South Bohemia, Ceske Budejovice, Chales Univesity, Hadec Kalove, 3 Univesity of Hadec Kalove, Hadec

More information

Chapter 1: Introduction... 7 1-1. BELSORP analysis program... 7 1-2. Required computer environment... 8

Chapter 1: Introduction... 7 1-1. BELSORP analysis program... 7 1-2. Required computer environment... 8 1 [Table of contents] Chapte 1: Intoduction... 7 1-1. BELSORP analysis pogam... 7 1-. Requied compute envionment... 8 Chapte : Installation of the analysis pogam... 9-1. Installation of the WIBU-KEY pogam...

More information

FXA 2008. Candidates should be able to : Describe how a mass creates a gravitational field in the space around it.

FXA 2008. Candidates should be able to : Describe how a mass creates a gravitational field in the space around it. Candidates should be able to : Descibe how a mass ceates a gavitational field in the space aound it. Define gavitational field stength as foce pe unit mass. Define and use the peiod of an object descibing

More information

A Web Application for Geothermal Borefield Design

A Web Application for Geothermal Borefield Design Poceedings Wold Geothemal Congess 205 Melboune, Austalia, 9-25 Apil 205 A Web Application fo Geothemal Boefield Design Davide Rolando,2, José Acuna and Maco Fossa 2 KT Royal Institute of Technology, Binellvägen

More information

YARN PROPERTIES MEASUREMENT: AN OPTICAL APPROACH

YARN PROPERTIES MEASUREMENT: AN OPTICAL APPROACH nd INTERNATIONAL TEXTILE, CLOTHING & ESIGN CONFERENCE Magic Wold of Textiles Octobe 03 d to 06 th 004, UBROVNIK, CROATIA YARN PROPERTIES MEASUREMENT: AN OPTICAL APPROACH Jana VOBOROVA; Ashish GARG; Bohuslav

More information

Lab M4: The Torsional Pendulum and Moment of Inertia

Lab M4: The Torsional Pendulum and Moment of Inertia M4.1 Lab M4: The Tosional Pendulum and Moment of netia ntoduction A tosional pendulum, o tosional oscillato, consists of a disk-like mass suspended fom a thin od o wie. When the mass is twisted about the

More information

Adaptive Queue Management with Restraint on Non-Responsive Flows

Adaptive Queue Management with Restraint on Non-Responsive Flows Adaptive Queue Management wi Restaint on Non-Responsive Flows Lan Li and Gyungho Lee Depatment of Electical and Compute Engineeing Univesity of Illinois at Chicago 85 S. Mogan Steet Chicago, IL 667 {lli,

More information

Ilona V. Tregub, ScD., Professor

Ilona V. Tregub, ScD., Professor Investment Potfolio Fomation fo the Pension Fund of Russia Ilona V. egub, ScD., Pofesso Mathematical Modeling of Economic Pocesses Depatment he Financial Univesity unde the Govenment of the Russian Fedeation

More information

THERMAL ISOLATION TECHNIQUES FOR CURE MONITORING USING FBG OPTICAL SENSORS

THERMAL ISOLATION TECHNIQUES FOR CURE MONITORING USING FBG OPTICAL SENSORS THERMAL OLATION TECHNIQUES FOR CURE MONITORING USING FBG OPTICAL SENSORS E.K.G. Boateng, P.J. Schubel, N.A. Waio Polyme Composites Goup Division of Mateials, Mechanics and Stuctues Faculty of Engineeing

More information

Lecture 16: Color and Intensity. and he made him a coat of many colours. Genesis 37:3

Lecture 16: Color and Intensity. and he made him a coat of many colours. Genesis 37:3 Lectue 16: Colo and Intensity and he made him a coat of many colous. Genesis 37:3 1. Intoduction To display a pictue using Compute Gaphics, we need to compute the colo and intensity of the light at each

More information

Data Center Demand Response: Avoiding the Coincident Peak via Workload Shifting and Local Generation

Data Center Demand Response: Avoiding the Coincident Peak via Workload Shifting and Local Generation (213) 1 28 Data Cente Demand Response: Avoiding the Coincident Peak via Wokload Shifting and Local Geneation Zhenhua Liu 1, Adam Wieman 1, Yuan Chen 2, Benjamin Razon 1, Niangjun Chen 1 1 Califonia Institute

More information

STABILITY ANALYSIS IN MILLING BASED ON OPERATIONAL MODAL DATA 1. INTRODUCTION

STABILITY ANALYSIS IN MILLING BASED ON OPERATIONAL MODAL DATA 1. INTRODUCTION Jounal of Machine Engineeing, Vol. 11, No. 4, 211 Batosz POWALKA 1 Macin CHODZKO 1 Kzysztof JEMIELNIAK 2 milling, chatte, opeational modal analysis STABILITY ANALYSIS IN MILLING BASED ON OPERATIONAL MODAL

More information

The Supply of Loanable Funds: A Comment on the Misconception and Its Implications

The Supply of Loanable Funds: A Comment on the Misconception and Its Implications JOURNL OF ECONOMICS ND FINNCE EDUCTION Volume 7 Numbe 2 Winte 2008 39 The Supply of Loanable Funds: Comment on the Misconception and Its Implications. Wahhab Khandke and mena Khandke* STRCT Recently Fields-Hat

More information

The Incidence of Social Security Taxes in Economies with Partial. Compliance: Evidence from the SS Reform in Mexico

The Incidence of Social Security Taxes in Economies with Partial. Compliance: Evidence from the SS Reform in Mexico The Incidence of Social Secuity Taxes in Economies ith Patial Compliance: Evidence fom the SS Refom in Mexico Gecia M. Maufo Abstact Looking at impovements in social secuity benefits in Mexico, this pape

More information

An application of stochastic programming in solving capacity allocation and migration planning problem under uncertainty

An application of stochastic programming in solving capacity allocation and migration planning problem under uncertainty An application of stochastic pogamming in solving capacity allocation and migation planning poblem unde uncetainty Yin-Yann Chen * and Hsiao-Yao Fan Depatment of Industial Management, National Fomosa Univesity,

More information

The Detection of Obstacles Using Features by the Horizon View Camera

The Detection of Obstacles Using Features by the Horizon View Camera The Detection of Obstacles Using Featues b the Hoizon View Camea Aami Iwata, Kunihito Kato, Kazuhiko Yamamoto Depatment of Infomation Science, Facult of Engineeing, Gifu Univesit aa@am.info.gifu-u.ac.jp

More information

Efficient Redundancy Techniques for Latency Reduction in Cloud Systems

Efficient Redundancy Techniques for Latency Reduction in Cloud Systems Efficient Redundancy Techniques fo Latency Reduction in Cloud Systems 1 Gaui Joshi, Emina Soljanin, and Gegoy Wonell Abstact In cloud computing systems, assigning a task to multiple seves and waiting fo

More information

The Binomial Distribution

The Binomial Distribution The Binomial Distibution A. It would be vey tedious if, evey time we had a slightly diffeent poblem, we had to detemine the pobability distibutions fom scatch. Luckily, thee ae enough similaities between

More information

Tracking/Fusion and Deghosting with Doppler Frequency from Two Passive Acoustic Sensors

Tracking/Fusion and Deghosting with Doppler Frequency from Two Passive Acoustic Sensors Tacking/Fusion and Deghosting with Dopple Fequency fom Two Passive Acoustic Sensos Rong Yang, Gee Wah Ng DSO National Laboatoies 2 Science Pak Dive Singapoe 11823 Emails: yong@dso.og.sg, ngeewah@dso.og.sg

More information

PAN STABILITY TESTING OF DC CIRCUITS USING VARIATIONAL METHODS XVIII - SPETO - 1995. pod patronatem. Summary

PAN STABILITY TESTING OF DC CIRCUITS USING VARIATIONAL METHODS XVIII - SPETO - 1995. pod patronatem. Summary PCE SEMINIUM Z PODSTW ELEKTOTECHNIKI I TEOII OBWODÓW 8 - TH SEMIN ON FUNDMENTLS OF ELECTOTECHNICS ND CICUIT THEOY ZDENĚK BIOLEK SPŠE OŽNO P.., CZECH EPUBLIC DLIBO BIOLEK MILITY CDEMY, BNO, CZECH EPUBLIC

More information

The LCOE is defined as the energy price ($ per unit of energy output) for which the Net Present Value of the investment is zero.

The LCOE is defined as the energy price ($ per unit of energy output) for which the Net Present Value of the investment is zero. Poject Decision Metics: Levelized Cost of Enegy (LCOE) Let s etun to ou wind powe and natual gas powe plant example fom ealie in this lesson. Suppose that both powe plants wee selling electicity into the

More information

Evidence for the exponential distribution of income in the USA

Evidence for the exponential distribution of income in the USA Eu. Phys. J. B 2, 585 589 (21) THE EUROPEAN PHYSICAL JOURNAL B c EDP Sciences Società Italiana di Fisica Spinge-Velag 21 Evidence fo the exponential distibution of income in the USA A. Dăgulescu and V.M.

More information

Continuous Compounding and Annualization

Continuous Compounding and Annualization Continuous Compounding and Annualization Philip A. Viton Januay 11, 2006 Contents 1 Intoduction 1 2 Continuous Compounding 2 3 Pesent Value with Continuous Compounding 4 4 Annualization 5 5 A Special Poblem

More information

Modal Characteristics study of CEM-1 Single-Layer Printed Circuit Board Using Experimental Modal Analysis

Modal Characteristics study of CEM-1 Single-Layer Printed Circuit Board Using Experimental Modal Analysis Available online at www.sciencediect.com Pocedia Engineeing 41 (2012 ) 1360 1366 Intenational Symposium on Robotics and Intelligent Sensos 2012 (IRIS 2012) Modal Chaacteistics study of CEM-1 Single-Laye

More information

Mining Relatedness Graphs for Data Integration

Mining Relatedness Graphs for Data Integration Mining Relatedness Gaphs fo Data Integation Jeemy T. Engle (jtengle@indiana.edu) Ying Feng (yingfeng@indiana.edu) Robet L. Goldstone (goldsto@indiana.edu) Indiana Univesity Bloomington, IN. 47405 USA Abstact

More information

Predictive Control of Permanent Magnet Synchronous Motor Based on Optimization Model Algorithmic Control

Predictive Control of Permanent Magnet Synchronous Motor Based on Optimization Model Algorithmic Control Pedictive Contol of Pemanent Magnet Synchonous Moto Based on Optimization Model Algoithmic Contol 1 Chen Junshuo, 2 Liu Jinglin, 3 Zhang Ying *1, Chen Junshuo School of Automation, Nothwesten Ploytechnical

More information

who supply the system vectors for their JVM products. 1 HBench:Java will work best with support from JVM vendors

who supply the system vectors for their JVM products. 1 HBench:Java will work best with support from JVM vendors Appeaed in the ACM Java Gande 2000 Confeence, San Fancisco, Califonia, June 3-5, 2000 HBench:Java: An Application-Specific Benchmaking Famewok fo Java Vitual Machines Xiaolan Zhang Mago Seltze Division

More information

ON THE (Q, R) POLICY IN PRODUCTION-INVENTORY SYSTEMS

ON THE (Q, R) POLICY IN PRODUCTION-INVENTORY SYSTEMS ON THE R POLICY IN PRODUCTION-INVENTORY SYSTEMS Saifallah Benjaafa and Joon-Seok Kim Depatment of Mechanical Engineeing Univesity of Minnesota Minneapolis MN 55455 Abstact We conside a poduction-inventoy

More information

Chapter 17 The Kepler Problem: Planetary Mechanics and the Bohr Atom

Chapter 17 The Kepler Problem: Planetary Mechanics and the Bohr Atom Chapte 7 The Keple Poblem: Planetay Mechanics and the Boh Atom Keple s Laws: Each planet moves in an ellipse with the sun at one focus. The adius vecto fom the sun to a planet sweeps out equal aeas in

More information

INITIAL MARGIN CALCULATION ON DERIVATIVE MARKETS OPTION VALUATION FORMULAS

INITIAL MARGIN CALCULATION ON DERIVATIVE MARKETS OPTION VALUATION FORMULAS INITIAL MARGIN CALCULATION ON DERIVATIVE MARKETS OPTION VALUATION FORMULAS Vesion:.0 Date: June 0 Disclaime This document is solely intended as infomation fo cleaing membes and othes who ae inteested in

More information

IBM Research Smarter Transportation Analytics

IBM Research Smarter Transportation Analytics IBM Reseach Smate Tanspotation Analytics Laua Wynte PhD, Senio Reseach Scientist, IBM Watson Reseach Cente lwynte@us.ibm.com INSTRUMENTED We now have the ability to measue, sense and see the exact condition

More information

Vector Calculus: Are you ready? Vectors in 2D and 3D Space: Review

Vector Calculus: Are you ready? Vectors in 2D and 3D Space: Review Vecto Calculus: Ae you eady? Vectos in D and 3D Space: Review Pupose: Make cetain that you can define, and use in context, vecto tems, concepts and fomulas listed below: Section 7.-7. find the vecto defined

More information

Optimizing Content Retrieval Delay for LT-based Distributed Cloud Storage Systems

Optimizing Content Retrieval Delay for LT-based Distributed Cloud Storage Systems Optimizing Content Retieval Delay fo LT-based Distibuted Cloud Stoage Systems Haifeng Lu, Chuan Heng Foh, Yonggang Wen, and Jianfei Cai School of Compute Engineeing, Nanyang Technological Univesity, Singapoe

More information

SELF-INDUCTANCE AND INDUCTORS

SELF-INDUCTANCE AND INDUCTORS MISN-0-144 SELF-INDUCTANCE AND INDUCTORS SELF-INDUCTANCE AND INDUCTORS by Pete Signell Michigan State Univesity 1. Intoduction.............................................. 1 A 2. Self-Inductance L.........................................

More information

The Electric Potential, Electric Potential Energy and Energy Conservation. V = U/q 0. V = U/q 0 = -W/q 0 1V [Volt] =1 Nm/C

The Electric Potential, Electric Potential Energy and Energy Conservation. V = U/q 0. V = U/q 0 = -W/q 0 1V [Volt] =1 Nm/C Geneal Physics - PH Winte 6 Bjoen Seipel The Electic Potential, Electic Potential Enegy and Enegy Consevation Electic Potential Enegy U is the enegy of a chaged object in an extenal electic field (Unit

More information

Multiband Microstrip Patch Antenna for Microwave Applications

Multiband Microstrip Patch Antenna for Microwave Applications IOSR Jounal of Electonics and Communication Engineeing (IOSR-JECE) ISSN: 2278-2834, ISBN: 2278-8735. Volume 3, Issue 5 (Sep. - Oct. 2012), PP 43-48 Multiband Micostip Patch Antenna fo Micowave Applications

More information

Physics 235 Chapter 5. Chapter 5 Gravitation

Physics 235 Chapter 5. Chapter 5 Gravitation Chapte 5 Gavitation In this Chapte we will eview the popeties of the gavitational foce. The gavitational foce has been discussed in geat detail in you intoductoy physics couses, and we will pimaily focus

More information

Lab #7: Energy Conservation

Lab #7: Energy Conservation Lab #7: Enegy Consevation Photo by Kallin http://www.bungeezone.com/pics/kallin.shtml Reading Assignment: Chapte 7 Sections 1,, 3, 5, 6 Chapte 8 Sections 1-4 Intoduction: Pehaps one of the most unusual

More information

2 r2 θ = r2 t. (3.59) The equal area law is the statement that the term in parentheses,

2 r2 θ = r2 t. (3.59) The equal area law is the statement that the term in parentheses, 3.4. KEPLER S LAWS 145 3.4 Keple s laws You ae familia with the idea that one can solve some mechanics poblems using only consevation of enegy and (linea) momentum. Thus, some of what we see as objects

More information

Advanced Control of Active Filters. in a Battery Charger Application. Martin Bojrup

Advanced Control of Active Filters. in a Battery Charger Application. Martin Bojrup Advanced Contol of Active Filtes in a Battey Chage Application Matin Bojup Lund 999 ii Cove pictue Measuement on the dynamic esponse of the MRI hamonic filte contolle: load cuent (top), esulting line cuent

More information

Gravitation. AP Physics C

Gravitation. AP Physics C Gavitation AP Physics C Newton s Law of Gavitation What causes YOU to be pulled down? THE EARTH.o moe specifically the EARTH S MASS. Anything that has MASS has a gavitational pull towads it. F α Mm g What

More information

Converting knowledge Into Practice

Converting knowledge Into Practice Conveting knowledge Into Pactice Boke Nightmae srs Tend Ride By Vladimi Ribakov Ceato of Pips Caie 20 of June 2010 2 0 1 0 C o p y i g h t s V l a d i m i R i b a k o v 1 Disclaime and Risk Wanings Tading

More information

Problems of the 2 nd and 9 th International Physics Olympiads (Budapest, Hungary, 1968 and 1976)

Problems of the 2 nd and 9 th International Physics Olympiads (Budapest, Hungary, 1968 and 1976) Poblems of the nd and 9 th Intenational Physics Olympiads (Budapest Hungay 968 and 976) Péte Vankó Institute of Physics Budapest Univesity of Technology and Economics Budapest Hungay Abstact Afte a shot

More information

Concept and Experiences on using a Wiki-based System for Software-related Seminar Papers

Concept and Experiences on using a Wiki-based System for Software-related Seminar Papers Concept and Expeiences on using a Wiki-based System fo Softwae-elated Semina Papes Dominik Fanke and Stefan Kowalewski RWTH Aachen Univesity, 52074 Aachen, Gemany, {fanke, kowalewski}@embedded.wth-aachen.de,

More information

Voltage ( = Electric Potential )

Voltage ( = Electric Potential ) V-1 of 9 Voltage ( = lectic Potential ) An electic chage altes the space aound it. Thoughout the space aound evey chage is a vecto thing called the electic field. Also filling the space aound evey chage

More information

Self-Adaptive and Resource-Efficient SLA Enactment for Cloud Computing Infrastructures

Self-Adaptive and Resource-Efficient SLA Enactment for Cloud Computing Infrastructures 2012 IEEE Fifth Intenational Confeence on Cloud Computing Self-Adaptive and Resouce-Efficient SLA Enactment fo Cloud Computing Infastuctues Michael Maue, Ivona Bandic Distibuted Systems Goup Vienna Univesity

More information

Mean-Reverting-Ebit-Based Stock Option Evaluation: Theory and Practice

Mean-Reverting-Ebit-Based Stock Option Evaluation: Theory and Practice Jounal of Applied Finance & aning, vol. 3, no. 5, 03, 35-36 ISSN: 79-6580 pint vesion, 79-6599 online Scienpess Ltd, 03 Mean-Reveting-bit-ased Stoc Option valuation: Theoy and Pactice Hassan l Ibami Abstact

More information

Research on Risk Assessment of the Transformer Based on Life Cycle Cost

Research on Risk Assessment of the Transformer Based on Life Cycle Cost ntenational Jounal of Smat Gid and lean Enegy eseach on isk Assessment of the Tansfome Based on Life ycle ost Hui Zhou a, Guowei Wu a, Weiwei Pan a, Yunhe Hou b, hong Wang b * a Zhejiang Electic Powe opoation,

More information

Coordinate Systems L. M. Kalnins, March 2009

Coordinate Systems L. M. Kalnins, March 2009 Coodinate Sstems L. M. Kalnins, Mach 2009 Pupose of a Coodinate Sstem The pupose of a coodinate sstem is to uniquel detemine the position of an object o data point in space. B space we ma liteall mean

More information

Michal Szyper. "Inductance Measurement." Copyright 2000 CRC Press LLC. <http://www.engnetbase.com>.

Michal Szyper. Inductance Measurement. Copyright 2000 CRC Press LLC. <http://www.engnetbase.com>. Michal Szype. "Inductance Measuement." Copyight 2000 CRC Pess LLC. . Inductance Measuement Michal Szype Univesity of Mining and Metallugy 50.1 Definitions of Inductance 50.2

More information

Controlling the Money Supply: Bond Purchases in the Open Market

Controlling the Money Supply: Bond Purchases in the Open Market Money Supply By the Bank of Canada and Inteest Rate Detemination Open Opeations and Monetay Tansmission Mechanism The Cental Bank conducts monetay policy Bank of Canada is Canada's cental bank supevises

More information

AP Physics Electromagnetic Wrap Up

AP Physics Electromagnetic Wrap Up AP Physics Electomagnetic Wap Up Hee ae the gloious equations fo this wondeful section. F qsin This is the equation fo the magnetic foce acting on a moing chaged paticle in a magnetic field. The angle

More information

Space Charge Accumulation in Polymeric. High Voltage DC Cable Systems

Space Charge Accumulation in Polymeric. High Voltage DC Cable Systems Space Chage ccumulation in Polymeic High Voltage DC Cable Systems Space Chage ccumulation in Polymeic High Voltage DC Cable Systems Poefschift te vekijging van de gaad van docto aan de Technische Univesiteit

More information

Voltage ( = Electric Potential )

Voltage ( = Electric Potential ) V-1 Voltage ( = Electic Potential ) An electic chage altes the space aound it. Thoughout the space aound evey chage is a vecto thing called the electic field. Also filling the space aound evey chage is

More information

Office of Family Assistance. Evaluation Resource Guide for Responsible Fatherhood Programs

Office of Family Assistance. Evaluation Resource Guide for Responsible Fatherhood Programs Office of Family Assistance Evaluation Resouce Guide fo Responsible Fathehood Pogams Contents Intoduction........................................................ 4 Backgound..........................................................

More information

Top K Nearest Keyword Search on Large Graphs

Top K Nearest Keyword Search on Large Graphs Top K Neaest Keywod Seach on Lage Gaphs Miao Qiao, Lu Qin, Hong Cheng, Jeffey Xu Yu, Wentao Tian The Chinese Univesity of Hong Kong, Hong Kong, China {mqiao,lqin,hcheng,yu,wttian}@se.cuhk.edu.hk ABSTRACT

More information

Modeling and Verifying a Price Model for Congestion Control in Computer Networks Using PROMELA/SPIN

Modeling and Verifying a Price Model for Congestion Control in Computer Networks Using PROMELA/SPIN Modeling and Veifying a Pice Model fo Congestion Contol in Compute Netwoks Using PROMELA/SPIN Clement Yuen and Wei Tjioe Depatment of Compute Science Univesity of Toonto 1 King s College Road, Toonto,

More information

Thank you for participating in Teach It First!

Thank you for participating in Teach It First! Thank you fo paticipating in Teach It Fist! This Teach It Fist Kit contains a Common Coe Suppot Coach, Foundational Mathematics teache lesson followed by the coesponding student lesson. We ae confident

More information

Determination of Dielectric Constant and Dissipation Factor of a Printed Circuit Board Material Using a Microstrip Ring Resonator Structure

Determination of Dielectric Constant and Dissipation Factor of a Printed Circuit Board Material Using a Microstrip Ring Resonator Structure Detemination of Dielectic Constant and Dissipation Facto of a Pinted Cicuit Boad Mateial Using a Micostip Ring Resonato Stuctue J-M. Heinola, K-P. Lätti, J-P. Stöm, M. Kettunen and P. Silventoinen Lappeenanta

More information

A Study on the Conducted Interference of Capacitor Charging Power Supply

A Study on the Conducted Interference of Capacitor Charging Power Supply Enegy and Powe Engineeing, 13, 5, 1134-1138 doi:1.436/epe.13.54b16 Published Online July 13 (http://www.scip.og/jounal/epe) A Study on the Conducted Inteeence o Capacito Chaging Powe Supply Xiao Han 1,

More information

THE RELATION OF STRENGTH OF STIMULUS TO RAPIDITY OF HABIT-FORMATION

THE RELATION OF STRENGTH OF STIMULUS TO RAPIDITY OF HABIT-FORMATION THE RELATON OF STRENGTH OF STMULUS TO RAPDTY OF HABTFORMATON BY ROBERT M. YERKES AND JOHN D. DODSON. (Fom the Havmd Psychological Laboatoy) WTH FVE FGURES. n connection with a study of vaious aspects of

More information

Chapter 2 Modelling of Fluid Flow and Heat Transfer in Rotating-Disk Systems

Chapter 2 Modelling of Fluid Flow and Heat Transfer in Rotating-Disk Systems Chapte 2 Modelling of Fluid Flow and Heat Tansfe in Rotating-Disk Systems 2.1 Diffeential and Integal Equations 2.1.1 Diffeential Navie Stokes and Enegy Equations We will conside hee stationay axisymmetic

More information

The transport performance evaluation system building of logistics enterprises

The transport performance evaluation system building of logistics enterprises Jounal of Industial Engineeing and Management JIEM, 213 6(4): 194-114 Online ISSN: 213-953 Pint ISSN: 213-8423 http://dx.doi.og/1.3926/jiem.784 The tanspot pefomance evaluation system building of logistics

More information

FI3300 Corporate Finance

FI3300 Corporate Finance Leaning Objectives FI00 Copoate Finance Sping Semeste 2010 D. Isabel Tkatch Assistant Pofesso of Finance Calculate the PV and FV in multi-peiod multi-cf time-value-of-money poblems: Geneal case Pepetuity

More information

HEALTHCARE INTEGRATION BASED ON CLOUD COMPUTING

HEALTHCARE INTEGRATION BASED ON CLOUD COMPUTING U.P.B. Sci. Bull., Seies C, Vol. 77, Iss. 2, 2015 ISSN 2286-3540 HEALTHCARE INTEGRATION BASED ON CLOUD COMPUTING Roxana MARCU 1, Dan POPESCU 2, Iulian DANILĂ 3 A high numbe of infomation systems ae available

More information

METHODOLOGICAL APPROACH TO STRATEGIC PERFORMANCE OPTIMIZATION

METHODOLOGICAL APPROACH TO STRATEGIC PERFORMANCE OPTIMIZATION ETHODOOGICA APPOACH TO STATEGIC PEFOANCE OPTIIZATION ao Hell * Stjepan Vidačić ** Željo Gaača *** eceived: 4. 07. 2009 Peliminay communication Accepted: 5. 0. 2009 UDC 65.02.4 This pape pesents a matix

More information

Statistics and Data Analysis

Statistics and Data Analysis Pape 274-25 An Extension to SAS/OR fo Decision System Suppot Ali Emouznead Highe Education Funding Council fo England, Nothavon house, Coldhabou Lane, Bistol, BS16 1QD U.K. ABSTRACT This pape exploes the

More information

Towards Realizing a Low Cost and Highly Available Datacenter Power Infrastructure

Towards Realizing a Low Cost and Highly Available Datacenter Power Infrastructure Towads Realizing a Low Cost and Highly Available Datacente Powe Infastuctue Siam Govindan, Di Wang, Lydia Chen, Anand Sivasubamaniam, and Bhuvan Ugaonka The Pennsylvania State Univesity. IBM Reseach Zuich

More information