Introduction. Figure 1 W8LC Line Array, box and horn element. Highlighted section modelled.

Size: px
Start display at page:

Download "Introduction. Figure 1 W8LC Line Array, box and horn element. Highlighted section modelled."

Transcription

1 imuation of the acoustic fied produced by cavities using the Boundary Eement Rayeigh Integra Method () and its appication to a horn oudspeaer. tephen Kirup East Lancashire Institute, Due treet, Bacburn, Lancs, UK. s.irup@bacburn.ac.u Ambrose Thompson Martin Audio, Century Point, High Wycombe, Bucs, UK. ambrose@martin-audio.com Introduction In this paper a method based on couping the interior boundary eement method (BEM) and the Rayeigh Integra Method (RIM) for simuating the acoustic fied of a cavity with one opening is proposed. uch a method has a number of appications in acoustics. In this paper we wi be appying the method to the probem of determining the acoustic response of a typica horn oudspeaer. Figure W8LC Line Array, box and horn eement. Highighted section modeed. In order to coupe the BEM and RIM methods, a fictitious boundary is paced across the opening of the cavity. The interior boundary integra equation formuation of the

2 cavity is couped to the Rayeigh integra which governs the exterior acoustic fied, by enforcing continuity in the veocity potentia (sound pressure) and its derivative on the opening. The method is termed the Boundary Eement Rayeigh Integra Method () and it ony requires a mesh of the interior cavity and the opening, and hence it is generay much more efficient than the straightforward appication of the exterior BEM to this ind of probem. The couping of the integra equations gives a inear system of equations, the soution of which returns the veocity potentia (sound pressure) and its norma derivative (veocity) on the cavity surface and on the opening. The acoustic properties can then be found either within the cavity using the interior boundary integra equation formuation or in the exterior region by using the Rayeigh integra. The method is deveoped in 3D through a simpe trianguation of the cavity and the opening and the appication of coocation to the integra equations to give the Fortran subroutine 3. In this paper the 3 method is verified by appying it to the horn oudspeaer iustrated in Figure and comparing the resuts with resuts from the exterior BEM. A horn oudspeaer is a type of acoustic transducer which presents to the vibrating piston a higher acoustic resistance than experienced by a piston in free air. The shape of the horn contros the degree of oading and directiona characteristics. Practica horns do not generay conform to the cassica fares for exampe exponentia or hyperboic but are formed from geometry which prevents simpe anaysis. In professiona sound reinforcement horns have been an essentia feature for many years, Martin Audio (4). Amongst its virtues are higher efficiency and a contro over directiona characteristics. The atter has become very important in recent years, due to the advent of high power ampifiers and compression drivers buit to withstand them. It is for this reason that we concentrate on the PL and poar response in this paper; resuts from 3 appied to the horn oudspeaer of Figure are presented for a wide range of sampe frequencies. Boundary Eement- Rayeigh Integra Method () Mode There are at east three approaches to soving the open cavity probem using integra equation techniques. One method is to treat it as an exterior probem and appy the BEM by wrapping eements both around the exterior and the interior cavity was, for exampe by using the AEBEM* methods Kirup (4a). A second method is to cose the cavity and coupe boundary integra equation reformuations of the interior and exterior regions across the openings (eg couping the AIBEM* and AEBEM* programs of Kirup (4a)). An aternative method is to cose the (one) opening of the cavity and coupe the interior boundary integra equation with the Rayeigh integra (ie couping the AIBEM* and ARIM* methods of Kirup (4a,b). It is this the third idea, boundary eement- Rayeigh integra method () that we wi be deveoping in this paper.

3 Infinite refecting baffe Interior cavity Mouth of cavity, dividing the two acoustic fieds into interior and exterior Figure. Preparation of mode for appication of. The physica probem is now iustrated by Figure. The acoustic domain is the cavity and the haf-space beyond the mouth. The baffe is rigid and perfecty refecting. This mode can be appied to a range of acoustic cavity probems. In any practica probem the baffe must be finite but, even if there is no baffe, at east the continuity in the acoustic fied is maintained across the mouth and the mode can sti be appied with due care. In the case of a horn oudspeaer, such as the one iustrated in Figure, there is a substantia baffe and the mode is considered very appropriate. Let be the surface of the cavity and be the opening. The boundary condition is appied on the surface of the cavity and the condition is presumed to be in the foowing form: a ( ϕ ( + b( = f ( (p ), though for the horn oudspeaer appication in this wor ony the Neumann condition is considered: a(=, b(= (p ). Method The method is derived through couping the interior boundary integra equation formuation for points on interior cavity surface: { M + I} + ϕ ( = { L} + (p +) and the Rayeigh integra for points on, v ( { L } ϕ( (p ). = In equations () and (3), represents the veocity potentia and v its derivative with respect to the norma that is outward to the cavity. The operators are defined as foows: { L µ } Γ ( p ) = G( p, q) µ ( q) and G( p, ) { M µ } Γ ( p ) = q µ ( q) d n q d q Γ Exterior fied Γ q () () (3)

4 where G is the free-space Green s function for the Hemhotz equation and is used here to represent any surface or part of the surface (incuding ), I is the identity operator. If we consider equation (3) for points on and foowing equations: separatey then we obtain the { M + I} ϕ ( + { M } ϕ ( = { L } + { L } v ( (p ) { M } + ϕ ( + { M + I} ϕ( = { L} + { L} (p ) The computationa method is appied by a trianguation of the interior surface of the cavity and the opening aone. By approximating and v by constants on each triange and through coocation the integra equations (3),(4), and (5) can be written as inear systems of equations: v = [ L ϕ, [ M + I ϕ + [ M ϕ = [ L v + L [ v, [ M ϕ + [ M + I ϕ = [ L v + [ L v, respectivey. The correspondence between (3-5) and (6-8) shoud be cear. The operators L, M and I are repaced by the matrices [L,[M and [I and the boundary functions and v are repaced by vectors and v. For more detais on this see Kirup (4a). In the coocation method the centres of the trianges, the coocation points, are the representative points on the cavity surface and opening at which the surface functions and v are observed. If the cavity surface is divided into n eements and opening is divided into m eements then is an n-vector, is an m-vector, [L is an nxm matrix etc. With equations (6-8) we then have n+m equations with potentiay n+m unnowns. The system is competed with the n equations that are provided by the discrete form of the boundary condition (): [D a +[D b v = f (9) where [D a and [D b are diagona nxn matrices with the diagona made up of the vaues of a( and b( at the coocation points on. Using equations (6-9) we can form a (n+m)x(n+m) system of equations that returns approximations to the vaues of and v at the coocation points. For purey Neumann or Dirichet boundary conditions we can simpify (9) and in these cases we can write the couped system as an (n+m)x(n+m) system, this simpification is (4) (5) (6) (7) (8)

5 made in 3. Once the surface functions are determined, resuts on the cavity D can be found using the integra ϕ( { L } { M } ϕ( (p D), = + s+ and the Rayeigh integra can be used again for points in the exterior E v ( { L } ϕ( (p E). = Appication of 3 to the Horn Loudspeaer In order to appy 3 to the horn oudspeaer shown in figure, first the 3D soid mode is generated automaticay from a set of around parameters. This is then introduced into the popuar GID pre/post processor where a trianguation of the interior surface and mouth is made and subsequenty soved. A typica GID post process mesh is shown in figure 3. A veocity of m/s was set at the throat (assumed to be fat) and zero everywhere ese. In order to mitigate the numerica effects of the sudden change in boundary conditions where the cavity surface meets the mouth, a sma fange was added. A description of each cacuation can be found in Tabe, where number of eements and approximate running time on a AMD PC patform are given. () () Figure 3 Typica 3 mesh showing surface PL at 3Hz The sound pressure is observed on poar paths of m radius. The resuts from 3 are compared with measured resuts in Figure 4, showing poar pots of the sound pressure eve (sp) in the vertica and horizonta poar pane and an iustration of the mouth veocity ampitude for 3,6,9,,and 5Hz. The popuar GID pre/post processor was used to mesh and dispay the resuts.

6 Fig 4 Resuts Cac No. 3Hz Mouth Veocity Magnitude Cac No. 4 9Hz Cac No. 3 6Hz Cac No. 7 5Hz Cac No. 5 Hz

7 Comparison of 3 with BEM By way of comparison and further vaidation, the appication of 3 is compared with the appication of the boundary eement method (AEBEM3) to the same probem, but at 3Hz ony. In order to appy the BEM, the mesh in Figure 5 is used. The horizonta and vertica poar pots of the PL at m is shown in figure 6. Fig 5 AEBEM Mesh PL 8 5 Fig 6 AEBEM Resuts EBEM EBEM 7 3 Cacuation over Freq Eement ize Num Eements Time AEBEM 3Hz mm 89 3min 3Hz mm 994 min 3 6Hz mm 994 min 4 9Hz mm 994 min 5 Hz 8mm 35 5min 6 Hz 7mm 6 56min 7 5Hz 7mm 6 56min Tabe Computation Timings Concusion For a structure such as a horn oudspeaer, which consists of a cavity (the horn) opening out on to a pane, the Boundary Eement Rayeigh Integra Method () seems most appicabe. In Figure 3 it is shown that requires a mesh of the interior surface and opening pane aone whereas the appication of the boundary eement method (BEM) to the same probem requires consideraby more eements. Hence when it can be appied 3 reduces the meshing required and typicay uses an order of magnitude ess computer time than the straightforward BEM. The resuts in Figure 6, compared with Figure 4 at 3Hz show good agreement between computed and measured resuts, there are a number of other points. 3 seems to give better agreement with measured than the BEM in the forward fied, however, near the baffe the BEM has more agreement. The proposed reason for this

8 is that the BEM accuratey meshes the baffe whereas assumes and infinite baffe; 3 gives more support to the wider fied than the true finite baffe. Taing into account the comment in the previous paragraph on the modeing of the wider fied, the resuts generay show good agreement between measured and computed in Figure 4. In generay the obes in the sound fied are captured. There is ony significant drift in the horizonta poar at 5Hz: this woud probaby benefit from a further refinement in the mesh. The present method represents a significant improvement over our initia acoustic modes Webb, Baird (3). In genera 3 is a powerfu too for the simuation of the sound fied of a horn oudspeaer; returning resuts for a given probem and given frequency within a few minutes at ow and medium frequencies on a typica modern PC. Martin Audio (4) Website Historica and Product information B Webb, J Baird (3) Advances in Line array technoogy for Live ound, Institute of Acoustics Conference tratford UK 3.M. Kirup (994). Computationa oution of the Acoustic Fied urrounding a Baffed Pane by the Rayeigh Integra Method, Appied Mathematica Modeing, 8, M. Kirup (998). Fortran Codes for Computing the Discrete Hemhotz Integra Operators, Advances in Computationa Mathematics, 9, M. Kirup (4a). The Boundary Eement Method in Acoustics, econd edition. M. Kirup (4b). RIM3 Manua : Computing the Acoustic Fied of a Radiating Pate with Fortran code on CD.. M. Kirup (4c). 3 Manua: Computing the Acoustic Fied of a Radiating Pate with Fortran code on CD. GID Pre/Post processor

Computing the Acoustic Field of a Radiating Cavity by the Boundary Element - Rayleigh Integral Method (BERIM)

Computing the Acoustic Field of a Radiating Cavity by the Boundary Element - Rayleigh Integral Method (BERIM) Computing the Acoustic Field of a Radiating Cavity by the Boundary Element - Rayleigh Integral Method (BERIM) Stephen Kirkup and Ambrose Thompson Abstract This paper describes the Fortran subroutine BERIM3

More information

Proceedings of Meetings on Acoustics

Proceedings of Meetings on Acoustics Proceedings of Meetings on Acoustics Voume 9, 23 http://acousticasociety.org/ ICA 23 Montrea Montrea, Canada 2-7 June 23 Architectura Acoustics Session 4pAAa: Room Acoustics Computer Simuation II 4pAAa9.

More information

First-Order Corrections to Gutzwiller s Trace Formula for Systems with Discrete Symmetries

First-Order Corrections to Gutzwiller s Trace Formula for Systems with Discrete Symmetries c 26 Noninear Phenomena in Compex Systems First-Order Corrections to Gutzwier s Trace Formua for Systems with Discrete Symmetries Hoger Cartarius, Jörg Main, and Günter Wunner Institut für Theoretische

More information

Combining reaction kinetics to the multi-phase Gibbs energy calculation

Combining reaction kinetics to the multi-phase Gibbs energy calculation 7 th European Symposium on Computer Aided Process Engineering ESCAPE7 V. Pesu and P.S. Agachi (Editors) 2007 Esevier B.V. A rights reserved. Combining reaction inetics to the muti-phase Gibbs energy cacuation

More information

Gauss Law. 2. Gauss s Law: connects charge and field 3. Applications of Gauss s Law

Gauss Law. 2. Gauss s Law: connects charge and field 3. Applications of Gauss s Law Gauss Law 1. Review on 1) Couomb s Law (charge and force) 2) Eectric Fied (fied and force) 2. Gauss s Law: connects charge and fied 3. Appications of Gauss s Law Couomb s Law and Eectric Fied Couomb s

More information

SEA Subsystem Attribute Correction Based on Stiffness Multipliers

SEA Subsystem Attribute Correction Based on Stiffness Multipliers Internationa Conference on Eectrica, Mechanica and Industria Engineering (ICEMIE 016) SEA Subsystem Attribute Correction Based on Stiffness Mutipiers Jie Gao1,* and Yong Yang 1 Coege of hysics and Information

More information

Copyright information to be inserted by the Publishers. Unsplitting BGK-type Schemes for the Shallow. Water Equations KUN XU

Copyright information to be inserted by the Publishers. Unsplitting BGK-type Schemes for the Shallow. Water Equations KUN XU Copyright information to be inserted by the Pubishers Unspitting BGK-type Schemes for the Shaow Water Equations KUN XU Mathematics Department, Hong Kong University of Science and Technoogy, Cear Water

More information

Separation of Variables and a Spherical Shell with Surface Charge

Separation of Variables and a Spherical Shell with Surface Charge Separation of Variabes and a Spherica She with Surface Charge In cass we worked out the eectrostatic potentia due to a spherica she of radius R with a surface charge density σθ = σ cos θ. This cacuation

More information

Identification of macro and micro parameters in solidification model

Identification of macro and micro parameters in solidification model BULLETIN OF THE POLISH ACADEMY OF SCIENCES TECHNICAL SCIENCES Vo. 55, No. 1, 27 Identification of macro and micro parameters in soidification mode B. MOCHNACKI 1 and E. MAJCHRZAK 2,1 1 Czestochowa University

More information

Dual Integral Equations and Singular Integral. Equations for Helmholtz Equation

Dual Integral Equations and Singular Integral. Equations for Helmholtz Equation Int.. Contemp. Math. Sciences, Vo. 4, 9, no. 34, 1695-1699 Dua Integra Equations and Singuar Integra Equations for Hemhotz Equation Naser A. Hoshan Department of Mathematics TafiaTechnica University P.O.

More information

Research on liquid sloshing performance in vane type tank under microgravity

Research on liquid sloshing performance in vane type tank under microgravity IOP Conference Series: Materias Science and Engineering PAPER OPEN ACCESS Research on iquid soshing performance in vane type tan under microgravity Reated content - Numerica simuation of fuid fow in the

More information

Nonlinear Analysis of Spatial Trusses

Nonlinear Analysis of Spatial Trusses Noninear Anaysis of Spatia Trusses João Barrigó October 14 Abstract The present work addresses the noninear behavior of space trusses A formuation for geometrica noninear anaysis is presented, which incudes

More information

Lecture 6: Moderately Large Deflection Theory of Beams

Lecture 6: Moderately Large Deflection Theory of Beams Structura Mechanics 2.8 Lecture 6 Semester Yr Lecture 6: Moderatey Large Defection Theory of Beams 6.1 Genera Formuation Compare to the cassica theory of beams with infinitesima deformation, the moderatey

More information

Numerical solution of one dimensional contaminant transport equation with variable coefficient (temporal) by using Haar wavelet

Numerical solution of one dimensional contaminant transport equation with variable coefficient (temporal) by using Haar wavelet Goba Journa of Pure and Appied Mathematics. ISSN 973-1768 Voume 1, Number (16), pp. 183-19 Research India Pubications http://www.ripubication.com Numerica soution of one dimensiona contaminant transport

More information

High-order approximations to the Mie series for electromagnetic scattering in three dimensions

High-order approximations to the Mie series for electromagnetic scattering in three dimensions Proceedings of the 9th WSEAS Internationa Conference on Appied Mathematics Istanbu Turkey May 27-29 2006 (pp199-204) High-order approximations to the Mie series for eectromagnetic scattering in three dimensions

More information

THE OUT-OF-PLANE BEHAVIOUR OF SPREAD-TOW FABRICS

THE OUT-OF-PLANE BEHAVIOUR OF SPREAD-TOW FABRICS ECCM6-6 TH EUROPEAN CONFERENCE ON COMPOSITE MATERIALS, Sevie, Spain, -6 June 04 THE OUT-OF-PLANE BEHAVIOUR OF SPREAD-TOW FABRICS M. Wysocki a,b*, M. Szpieg a, P. Heström a and F. Ohsson c a Swerea SICOMP

More information

A. Distribution of the test statistic

A. Distribution of the test statistic A. Distribution of the test statistic In the sequentia test, we first compute the test statistic from a mini-batch of size m. If a decision cannot be made with this statistic, we keep increasing the mini-batch

More information

Ultrasonic Measurements of Kinematic Viscosity for Analize of Engine Oil Parameters

Ultrasonic Measurements of Kinematic Viscosity for Analize of Engine Oil Parameters th European Conference on Non-Destructive Testing (ECNDT 04), October 6-0, 04, Prague, Czech Repubic More Info at Open Access Database www.ndt.net/?id=6344 Utrasonic Measurements of Kinematic Viscosity

More information

PHYS 110B - HW #1 Fall 2005, Solutions by David Pace Equations referenced as Eq. # are from Griffiths Problem statements are paraphrased

PHYS 110B - HW #1 Fall 2005, Solutions by David Pace Equations referenced as Eq. # are from Griffiths Problem statements are paraphrased PHYS 110B - HW #1 Fa 2005, Soutions by David Pace Equations referenced as Eq. # are from Griffiths Probem statements are paraphrased [1.] Probem 6.8 from Griffiths A ong cyinder has radius R and a magnetization

More information

HYDROGEN ATOM SELECTION RULES TRANSITION RATES

HYDROGEN ATOM SELECTION RULES TRANSITION RATES DOING PHYSICS WITH MATLAB QUANTUM PHYSICS Ian Cooper Schoo of Physics, University of Sydney ian.cooper@sydney.edu.au HYDROGEN ATOM SELECTION RULES TRANSITION RATES DOWNLOAD DIRECTORY FOR MATLAB SCRIPTS

More information

arxiv:nlin/ v2 [nlin.cd] 30 Jan 2006

arxiv:nlin/ v2 [nlin.cd] 30 Jan 2006 expansions in semicassica theories for systems with smooth potentias and discrete symmetries Hoger Cartarius, Jörg Main, and Günter Wunner arxiv:nin/0510051v [nin.cd] 30 Jan 006 1. Institut für Theoretische

More information

In-plane shear stiffness of bare steel deck through shell finite element models. G. Bian, B.W. Schafer. June 2017

In-plane shear stiffness of bare steel deck through shell finite element models. G. Bian, B.W. Schafer. June 2017 In-pane shear stiffness of bare stee deck through she finite eement modes G. Bian, B.W. Schafer June 7 COLD-FORMED STEEL RESEARCH CONSORTIUM REPORT SERIES CFSRC R-7- SDII Stee Diaphragm Innovation Initiative

More information

Tracking Control of Multiple Mobile Robots

Tracking Control of Multiple Mobile Robots Proceedings of the 2001 IEEE Internationa Conference on Robotics & Automation Seou, Korea May 21-26, 2001 Tracking Contro of Mutipe Mobie Robots A Case Study of Inter-Robot Coision-Free Probem Jurachart

More information

FOURIER SERIES ON ANY INTERVAL

FOURIER SERIES ON ANY INTERVAL FOURIER SERIES ON ANY INTERVAL Overview We have spent considerabe time earning how to compute Fourier series for functions that have a period of 2p on the interva (-p,p). We have aso seen how Fourier series

More information

SEMINAR 2. PENDULUMS. V = mgl cos θ. (2) L = T V = 1 2 ml2 θ2 + mgl cos θ, (3) d dt ml2 θ2 + mgl sin θ = 0, (4) θ + g l

SEMINAR 2. PENDULUMS. V = mgl cos θ. (2) L = T V = 1 2 ml2 θ2 + mgl cos θ, (3) d dt ml2 θ2 + mgl sin θ = 0, (4) θ + g l Probem 7. Simpe Penduum SEMINAR. PENDULUMS A simpe penduum means a mass m suspended by a string weightess rigid rod of ength so that it can swing in a pane. The y-axis is directed down, x-axis is directed

More information

Physics 235 Chapter 8. Chapter 8 Central-Force Motion

Physics 235 Chapter 8. Chapter 8 Central-Force Motion Physics 35 Chapter 8 Chapter 8 Centra-Force Motion In this Chapter we wi use the theory we have discussed in Chapter 6 and 7 and appy it to very important probems in physics, in which we study the motion

More information

MATH 172: MOTIVATION FOR FOURIER SERIES: SEPARATION OF VARIABLES

MATH 172: MOTIVATION FOR FOURIER SERIES: SEPARATION OF VARIABLES MATH 172: MOTIVATION FOR FOURIER SERIES: SEPARATION OF VARIABLES Separation of variabes is a method to sove certain PDEs which have a warped product structure. First, on R n, a inear PDE of order m is

More information

Paper presented at the Workshop on Space Charge Physics in High Intensity Hadron Rings, sponsored by Brookhaven National Laboratory, May 4-7,1998

Paper presented at the Workshop on Space Charge Physics in High Intensity Hadron Rings, sponsored by Brookhaven National Laboratory, May 4-7,1998 Paper presented at the Workshop on Space Charge Physics in High ntensity Hadron Rings, sponsored by Brookhaven Nationa Laboratory, May 4-7,998 Noninear Sef Consistent High Resoution Beam Hao Agorithm in

More information

DIGITAL FILTER DESIGN OF IIR FILTERS USING REAL VALUED GENETIC ALGORITHM

DIGITAL FILTER DESIGN OF IIR FILTERS USING REAL VALUED GENETIC ALGORITHM DIGITAL FILTER DESIGN OF IIR FILTERS USING REAL VALUED GENETIC ALGORITHM MIKAEL NILSSON, MATTIAS DAHL AND INGVAR CLAESSON Bekinge Institute of Technoogy Department of Teecommunications and Signa Processing

More information

TM Electromagnetic Scattering from 2D Multilayered Dielectric Bodies Numerical Solution

TM Electromagnetic Scattering from 2D Multilayered Dielectric Bodies Numerical Solution TM Eectromagnetic Scattering from D Mutiayered Dieectric Bodies Numerica Soution F. Seydou,, R. Duraiswami, N.A. Gumerov & T. Seppänen. Department of Eectrica and Information Engineering University of

More information

Acoustic-Structure Simulation of Exhaust Systems by Coupled FEM and Fast BEM

Acoustic-Structure Simulation of Exhaust Systems by Coupled FEM and Fast BEM Acoustic-Structure Simuation of Exhaust Systems by Couped FEM and Fast BEM Lothar Gau, Michae Junge Institute of Appied and Experimenta Mechanics, University of Stuttgart Pfaffenwadring 9, 755 Stuttgart,

More information

ANALYTICAL AND EXPERIMENTAL STUDY OF FRP-STRENGTHENED RC BEAM-COLUMN JOINTS. Abstract

ANALYTICAL AND EXPERIMENTAL STUDY OF FRP-STRENGTHENED RC BEAM-COLUMN JOINTS. Abstract ANALYTICAL AND EXPERIMENTAL STUDY OF FRP-STRENGTHENED RC BEAM-COLUMN JOINTS Dr. Costas P. Antonopouos, University of Patras, Greece Assoc. Prof. Thanasis C. Triantafiou, University of Patras, Greece Abstract

More information

Published in: Proceedings of the Twenty Second Nordic Seminar on Computational Mechanics

Published in: Proceedings of the Twenty Second Nordic Seminar on Computational Mechanics Aaborg Universitet An Efficient Formuation of the Easto-pastic Constitutive Matrix on Yied Surface Corners Causen, Johan Christian; Andersen, Lars Vabbersgaard; Damkide, Lars Pubished in: Proceedings of

More information

TWO- AND THREE-DIMENSIONAL SIMULATION OF A RISING BUBBLE AND FALLING DROPLET USING LEVEL SET METHOD

TWO- AND THREE-DIMENSIONAL SIMULATION OF A RISING BUBBLE AND FALLING DROPLET USING LEVEL SET METHOD European Conference on Computationa Fuid Dynamics ECCOMAS CFD 2006 P. Wesseing, E. Oñate, J. Périaux (Eds) TU Deft, The Netherands, 2006 TWO- AND THREE-DIMENSIONAL SIMULATION OF A RISING BUBBLE AND FALLING

More information

A Simple and Efficient Algorithm of 3-D Single-Source Localization with Uniform Cross Array Bing Xue 1 2 a) * Guangyou Fang 1 2 b and Yicai Ji 1 2 c)

A Simple and Efficient Algorithm of 3-D Single-Source Localization with Uniform Cross Array Bing Xue 1 2 a) * Guangyou Fang 1 2 b and Yicai Ji 1 2 c) A Simpe Efficient Agorithm of 3-D Singe-Source Locaization with Uniform Cross Array Bing Xue a * Guangyou Fang b Yicai Ji c Key Laboratory of Eectromagnetic Radiation Sensing Technoogy, Institute of Eectronics,

More information

Math 124B January 17, 2012

Math 124B January 17, 2012 Math 124B January 17, 212 Viktor Grigoryan 3 Fu Fourier series We saw in previous ectures how the Dirichet and Neumann boundary conditions ead to respectivey sine and cosine Fourier series of the initia

More information

Solution of Wave Equation by the Method of Separation of Variables Using the Foss Tools Maxima

Solution of Wave Equation by the Method of Separation of Variables Using the Foss Tools Maxima Internationa Journa of Pure and Appied Mathematics Voume 117 No. 14 2017, 167-174 ISSN: 1311-8080 (printed version); ISSN: 1314-3395 (on-ine version) ur: http://www.ijpam.eu Specia Issue ijpam.eu Soution

More information

Lobontiu: System Dynamics for Engineering Students Website Chapter 3 1. z b z

Lobontiu: System Dynamics for Engineering Students Website Chapter 3 1. z b z Chapter W3 Mechanica Systems II Introduction This companion website chapter anayzes the foowing topics in connection to the printed-book Chapter 3: Lumped-parameter inertia fractions of basic compiant

More information

Module 22: Simple Harmonic Oscillation and Torque

Module 22: Simple Harmonic Oscillation and Torque Modue : Simpe Harmonic Osciation and Torque.1 Introduction We have aready used Newton s Second Law or Conservation of Energy to anayze systems ike the boc-spring system that osciate. We sha now use torque

More information

Applied Nuclear Physics (Fall 2006) Lecture 7 (10/2/06) Overview of Cross Section Calculation

Applied Nuclear Physics (Fall 2006) Lecture 7 (10/2/06) Overview of Cross Section Calculation 22.101 Appied Nucear Physics (Fa 2006) Lecture 7 (10/2/06) Overview of Cross Section Cacuation References P. Roman, Advanced Quantum Theory (Addison-Wesey, Reading, 1965), Chap 3. A. Foderaro, The Eements

More information

1D Heat Propagation Problems

1D Heat Propagation Problems Chapter 1 1D Heat Propagation Probems If the ambient space of the heat conduction has ony one dimension, the Fourier equation reduces to the foowing for an homogeneous body cρ T t = T λ 2 + Q, 1.1) x2

More information

Work and energy method. Exercise 1 : Beam with a couple. Exercise 1 : Non-linear loaddisplacement. Exercise 2 : Horizontally loaded frame

Work and energy method. Exercise 1 : Beam with a couple. Exercise 1 : Non-linear loaddisplacement. Exercise 2 : Horizontally loaded frame Work and energy method EI EI T x-axis Exercise 1 : Beam with a coupe Determine the rotation at the right support of the construction dispayed on the right, caused by the coupe T using Castigiano s nd theorem.

More information

HILBERT? What is HILBERT? Matlab Implementation of Adaptive 2D BEM. Dirk Praetorius. Features of HILBERT

HILBERT? What is HILBERT? Matlab Implementation of Adaptive 2D BEM. Dirk Praetorius. Features of HILBERT Söerhaus-Workshop 2009 October 16, 2009 What is HILBERT? HILBERT Matab Impementation of Adaptive 2D BEM joint work with M. Aurada, M. Ebner, S. Ferraz-Leite, P. Godenits, M. Karkuik, M. Mayr Hibert Is

More information

BP neural network-based sports performance prediction model applied research

BP neural network-based sports performance prediction model applied research Avaiabe onine www.jocpr.com Journa of Chemica and Pharmaceutica Research, 204, 6(7:93-936 Research Artice ISSN : 0975-7384 CODEN(USA : JCPRC5 BP neura networ-based sports performance prediction mode appied

More information

International Journal of Mass Spectrometry

International Journal of Mass Spectrometry Internationa Journa of Mass Spectrometry 280 (2009) 179 183 Contents ists avaiabe at ScienceDirect Internationa Journa of Mass Spectrometry journa homepage: www.esevier.com/ocate/ijms Stark mixing by ion-rydberg

More information

XSAT of linear CNF formulas

XSAT of linear CNF formulas XSAT of inear CN formuas Bernd R. Schuh Dr. Bernd Schuh, D-50968 Kön, Germany; bernd.schuh@netcoogne.de eywords: compexity, XSAT, exact inear formua, -reguarity, -uniformity, NPcompeteness Abstract. Open

More information

A GENERAL METHOD FOR EVALUATING OUTAGE PROBABILITIES USING PADÉ APPROXIMATIONS

A GENERAL METHOD FOR EVALUATING OUTAGE PROBABILITIES USING PADÉ APPROXIMATIONS A GENERAL METHOD FOR EVALUATING OUTAGE PROBABILITIES USING PADÉ APPROXIMATIONS Jack W. Stokes, Microsoft Corporation One Microsoft Way, Redmond, WA 9852, jstokes@microsoft.com James A. Ritcey, University

More information

APPENDIX C FLEXING OF LENGTH BARS

APPENDIX C FLEXING OF LENGTH BARS Fexing of ength bars 83 APPENDIX C FLEXING OF LENGTH BARS C.1 FLEXING OF A LENGTH BAR DUE TO ITS OWN WEIGHT Any object ying in a horizonta pane wi sag under its own weight uness it is infinitey stiff or

More information

Vibrations of beams with a variable cross-section fixed on rotational rigid disks

Vibrations of beams with a variable cross-section fixed on rotational rigid disks 1(13) 39 57 Vibrations of beams with a variabe cross-section fixed on rotationa rigid disks Abstract The work is focused on the probem of vibrating beams with a variabe cross-section fixed on a rotationa

More information

On a geometrical approach in contact mechanics

On a geometrical approach in contact mechanics Institut für Mechanik On a geometrica approach in contact mechanics Aexander Konyukhov, Kar Schweizerhof Universität Karsruhe, Institut für Mechanik Institut für Mechanik Kaiserstr. 12, Geb. 20.30 76128

More information

Computational Investigation of Arc Behavior in an Auto-Expansion Circuit Breaker with Gases of SF 6 and N 2 **

Computational Investigation of Arc Behavior in an Auto-Expansion Circuit Breaker with Gases of SF 6 and N 2 ** Computationa Investigation of Arc Behavior in an Auto-Expansion Circuit Breaker with Gases of SF 6 and N 2 ** Jining Zhang Abstract An eectric arc behavior in a fu-scae 245 kv autoexpansion circuit breaker

More information

Lecture 9. Stability of Elastic Structures. Lecture 10. Advanced Topic in Column Buckling

Lecture 9. Stability of Elastic Structures. Lecture 10. Advanced Topic in Column Buckling Lecture 9 Stabiity of Eastic Structures Lecture 1 Advanced Topic in Coumn Bucking robem 9-1: A camped-free coumn is oaded at its tip by a oad. The issue here is to find the itica bucking oad. a) Suggest

More information

Torsion and shear stresses due to shear centre eccentricity in SCIA Engineer Delft University of Technology. Marijn Drillenburg

Torsion and shear stresses due to shear centre eccentricity in SCIA Engineer Delft University of Technology. Marijn Drillenburg Torsion and shear stresses due to shear centre eccentricity in SCIA Engineer Deft University of Technoogy Marijn Drienburg October 2017 Contents 1 Introduction 2 1.1 Hand Cacuation....................................

More information

A nodal collocation approximation for the multidimensional P L equations. 3D applications.

A nodal collocation approximation for the multidimensional P L equations. 3D applications. XXI Congreso de Ecuaciones Diferenciaes y Apicaciones XI Congreso de Matemática Apicada Ciudad Rea, 1-5 septiembre 9 (pp. 1 8) A noda coocation approximation for the mutidimensiona P L equations. 3D appications.

More information

Methods for Ordinary Differential Equations. Jacob White

Methods for Ordinary Differential Equations. Jacob White Introduction to Simuation - Lecture 12 for Ordinary Differentia Equations Jacob White Thanks to Deepak Ramaswamy, Jaime Peraire, Micha Rewienski, and Karen Veroy Outine Initia Vaue probem exampes Signa

More information

Jackson 4.10 Homework Problem Solution Dr. Christopher S. Baird University of Massachusetts Lowell

Jackson 4.10 Homework Problem Solution Dr. Christopher S. Baird University of Massachusetts Lowell Jackson 4.10 Homework Probem Soution Dr. Christopher S. Baird University of Massachusetts Lowe PROBLEM: Two concentric conducting spheres of inner and outer radii a and b, respectivey, carry charges ±.

More information

Legendre Polynomials - Lecture 8

Legendre Polynomials - Lecture 8 Legendre Poynomias - Lecture 8 Introduction In spherica coordinates the separation of variabes for the function of the poar ange resuts in Legendre s equation when the soution is independent of the azimutha

More information

Math 124B January 31, 2012

Math 124B January 31, 2012 Math 124B January 31, 212 Viktor Grigoryan 7 Inhomogeneous boundary vaue probems Having studied the theory of Fourier series, with which we successfuy soved boundary vaue probems for the homogeneous heat

More information

UI FORMULATION FOR CABLE STATE OF EXISTING CABLE-STAYED BRIDGE

UI FORMULATION FOR CABLE STATE OF EXISTING CABLE-STAYED BRIDGE UI FORMULATION FOR CABLE STATE OF EXISTING CABLE-STAYED BRIDGE Juan Huang, Ronghui Wang and Tao Tang Coege of Traffic and Communications, South China University of Technoogy, Guangzhou, Guangdong 51641,

More information

Wavelet Galerkin Solution for Boundary Value Problems

Wavelet Galerkin Solution for Boundary Value Problems Internationa Journa of Engineering Research and Deveopment e-issn: 2278-67X, p-issn: 2278-8X, www.ijerd.com Voume, Issue 5 (May 24), PP.2-3 Waveet Gaerkin Soution for Boundary Vaue Probems D. Pate, M.K.

More information

DYNAMIC RESPONSE OF CIRCULAR FOOTINGS ON SATURATED POROELASTIC HALFSPACE

DYNAMIC RESPONSE OF CIRCULAR FOOTINGS ON SATURATED POROELASTIC HALFSPACE 3 th Word Conference on Earthquake Engineering Vancouver, B.C., Canada August -6, 4 Paper No. 38 DYNAMIC RESPONSE OF CIRCULAR FOOTINGS ON SATURATED POROELASTIC HALFSPACE Bo JIN SUMMARY The dynamic responses

More information

More Scattering: the Partial Wave Expansion

More Scattering: the Partial Wave Expansion More Scattering: the Partia Wave Expansion Michae Fower /7/8 Pane Waves and Partia Waves We are considering the soution to Schrödinger s equation for scattering of an incoming pane wave in the z-direction

More information

SECTION A. Question 1

SECTION A. Question 1 SECTION A Question 1 (a) In the usua notation derive the governing differentia equation of motion in free vibration for the singe degree of freedom system shown in Figure Q1(a) by using Newton's second

More information

Strauss PDEs 2e: Section Exercise 2 Page 1 of 12. For problem (1), complete the calculation of the series in case j(t) = 0 and h(t) = e t.

Strauss PDEs 2e: Section Exercise 2 Page 1 of 12. For problem (1), complete the calculation of the series in case j(t) = 0 and h(t) = e t. Strauss PDEs e: Section 5.6 - Exercise Page 1 of 1 Exercise For probem (1, compete the cacuation of the series in case j(t = and h(t = e t. Soution With j(t = and h(t = e t, probem (1 on page 147 becomes

More information

Forces of Friction. through a viscous medium, there will be a resistance to the motion. and its environment

Forces of Friction. through a viscous medium, there will be a resistance to the motion. and its environment Forces of Friction When an object is in motion on a surface or through a viscous medium, there wi be a resistance to the motion This is due to the interactions between the object and its environment This

More information

D. Prémel, J.M. Decitre and G. Pichenot. CEA, LIST, F Gif-sur-Yvette, France

D. Prémel, J.M. Decitre and G. Pichenot. CEA, LIST, F Gif-sur-Yvette, France SIMULATION OF EDDY CURRENT INSPECTION INCLUDING MAGNETIC FIELD SENSOR SUCH AS A GIANT MAGNETO-RESISTANCE OVER PLANAR STRATIFIED MEDIA COMPONENTS WITH EMBEDDED FLAWS D. Préme, J.M. Decitre and G. Pichenot

More information

12.2. Maxima and Minima. Introduction. Prerequisites. Learning Outcomes

12.2. Maxima and Minima. Introduction. Prerequisites. Learning Outcomes Maima and Minima 1. Introduction In this Section we anayse curves in the oca neighbourhood of a stationary point and, from this anaysis, deduce necessary conditions satisfied by oca maima and oca minima.

More information

PHYSICS LOCUS / / d dt. ( vi) mass, m moment of inertia, I. ( ix) linear momentum, p Angular momentum, l p mv l I

PHYSICS LOCUS / / d dt. ( vi) mass, m moment of inertia, I. ( ix) linear momentum, p Angular momentum, l p mv l I 6 n terms of moment of inertia, equation (7.8) can be written as The vector form of the above equation is...(7.9 a)...(7.9 b) The anguar acceeration produced is aong the direction of appied externa torque.

More information

SIMULATION OF TEXTILE COMPOSITE REINFORCEMENT USING ROTATION FREE SHELL FINITE ELEMENT

SIMULATION OF TEXTILE COMPOSITE REINFORCEMENT USING ROTATION FREE SHELL FINITE ELEMENT 8 TH INTERNATIONAL CONFERENCE ON COMPOSITE MATERIALS SIMULATION OF TEXTILE COMPOSITE REINFORCEMENT USING ROTATION FREE SHELL FINITE ELEMENT P. Wang, N. Hamia *, P. Boisse Universite de Lyon, INSA-Lyon,

More information

A 3-D hybrid finite-difference finite-element viscoelastic modelling of seismic wave motion

A 3-D hybrid finite-difference finite-element viscoelastic modelling of seismic wave motion The definitive version is avaiabe at www.backwe-synergy.com http://www.interscience.wiey.com/journa/4007/abstract Geophys. J. Int. 008) 75, 5 84 doi: 0./j.65-46X.008.0866.x A -D hybrid finite-difference

More information

Partial permutation decoding for MacDonald codes

Partial permutation decoding for MacDonald codes Partia permutation decoding for MacDonad codes J.D. Key Department of Mathematics and Appied Mathematics University of the Western Cape 7535 Bevie, South Africa P. Seneviratne Department of Mathematics

More information

Reliability: Theory & Applications No.3, September 2006

Reliability: Theory & Applications No.3, September 2006 REDUNDANCY AND RENEWAL OF SERVERS IN OPENED QUEUING NETWORKS G. Sh. Tsitsiashvii M.A. Osipova Vadivosto, Russia 1 An opened queuing networ with a redundancy and a renewa of servers is considered. To cacuate

More information

UNCOMPLICATED TORSION AND BENDING THEORIES FOR MICROPOLAR ELASTIC BEAMS

UNCOMPLICATED TORSION AND BENDING THEORIES FOR MICROPOLAR ELASTIC BEAMS 11th Word Congress on Computationa Mechanics WCCM XI 5th European Conference on Computationa Mechanics ECCM V 6th European Conference on Computationa Fuid Dynamics ECFD VI E. Oñate J. Oiver and. Huerta

More information

Research Article New Iterative Method: An Application for Solving Fractional Physical Differential Equations

Research Article New Iterative Method: An Application for Solving Fractional Physical Differential Equations Abstract and Appied Anaysis Voume 203, Artice ID 6700, 9 pages http://d.doi.org/0.55/203/6700 Research Artice New Iterative Method: An Appication for Soving Fractiona Physica Differentia Equations A. A.

More information

Simulation of single bubble rising in liquid using front tracking method

Simulation of single bubble rising in liquid using front tracking method Advances in Fuid Mechanics VI 79 Simuation o singe bubbe rising in iquid using ront tracking method J. Hua & J. Lou Institute o High Perormance Computing, #01-01 The Capricorn, Singapore Abstract Front

More information

Simplified analysis of EXAFS data and determination of bond lengths

Simplified analysis of EXAFS data and determination of bond lengths Indian Journa of Pure & Appied Physics Vo. 49, January 0, pp. 5-9 Simpified anaysis of EXAFS data and determination of bond engths A Mishra, N Parsai & B D Shrivastava * Schoo of Physics, Devi Ahiya University,

More information

1. Measurements and error calculus

1. Measurements and error calculus EV 1 Measurements and error cacuus 11 Introduction The goa of this aboratory course is to introduce the notions of carrying out an experiment, acquiring and writing up the data, and finay anayzing the

More information

Quantum Mechanical Models of Vibration and Rotation of Molecules Chapter 18

Quantum Mechanical Models of Vibration and Rotation of Molecules Chapter 18 Quantum Mechanica Modes of Vibration and Rotation of Moecues Chapter 18 Moecuar Energy Transationa Vibrationa Rotationa Eectronic Moecuar Motions Vibrations of Moecues: Mode approximates moecues to atoms

More information

Lecture Notes for Math 251: ODE and PDE. Lecture 34: 10.7 Wave Equation and Vibrations of an Elastic String

Lecture Notes for Math 251: ODE and PDE. Lecture 34: 10.7 Wave Equation and Vibrations of an Elastic String ecture Notes for Math 251: ODE and PDE. ecture 3: 1.7 Wave Equation and Vibrations of an Eastic String Shawn D. Ryan Spring 212 ast Time: We studied other Heat Equation probems with various other boundary

More information

Effects of energy loss on interaction dynamics of energetic electrons with plasmas. C. K. Li and R. D. Petrasso. 1 November 2008

Effects of energy loss on interaction dynamics of energetic electrons with plasmas. C. K. Li and R. D. Petrasso. 1 November 2008 PSFC/JA-8-3 ffects of energy oss on interaction dynamics of energetic ctrons with pasmas C. K. Li and R. D. Petrasso November 8 Pasma Science and Fusion Center Massachusetts Institute of Technoogy Cambridge,

More information

Technical Data for Profiles. Groove position, external dimensions and modular dimensions

Technical Data for Profiles. Groove position, external dimensions and modular dimensions Technica Data for Profies Extruded Profie Symbo A Mg Si 0.5 F 25 Materia number.206.72 Status: artificiay aged Mechanica vaues (appy ony in pressing direction) Tensie strength Rm min. 245 N/mm 2 Yied point

More information

3.10 Implications of Redundancy

3.10 Implications of Redundancy 118 IB Structures 2008-9 3.10 Impications of Redundancy An important aspect of redundant structures is that it is possibe to have interna forces within the structure, with no externa oading being appied.

More information

Expectation-Maximization for Estimating Parameters for a Mixture of Poissons

Expectation-Maximization for Estimating Parameters for a Mixture of Poissons Expectation-Maximization for Estimating Parameters for a Mixture of Poissons Brandon Maone Department of Computer Science University of Hesini February 18, 2014 Abstract This document derives, in excrutiating

More information

STABILITY OF A PARAMETRICALLY EXCITED DAMPED INVERTED PENDULUM 1. INTRODUCTION

STABILITY OF A PARAMETRICALLY EXCITED DAMPED INVERTED PENDULUM 1. INTRODUCTION Journa of Sound and Vibration (996) 98(5), 643 65 STABILITY OF A PARAMETRICALLY EXCITED DAMPED INVERTED PENDULUM G. ERDOS AND T. SINGH Department of Mechanica and Aerospace Engineering, SUNY at Buffao,

More information

9. EXERCISES ON THE FINITE-ELEMENT METHOD

9. EXERCISES ON THE FINITE-ELEMENT METHOD 9. EXERCISES O THE FIITE-ELEMET METHOD Exercise Thickness: t=; Pane strain proem (ν 0): Surface oad Voume oad; 4 p f ( x, ) ( x ) 0 E D 0 0 0 ( ) 4 p F( xy, ) Interna constrain: rigid rod etween D and

More information

Cryptanalysis of PKP: A New Approach

Cryptanalysis of PKP: A New Approach Cryptanaysis of PKP: A New Approach Éiane Jaumes and Antoine Joux DCSSI 18, rue du Dr. Zamenhoff F-92131 Issy-es-Mx Cedex France eiane.jaumes@wanadoo.fr Antoine.Joux@ens.fr Abstract. Quite recenty, in

More information

(This is a sample cover image for this issue. The actual cover is not yet available at this time.)

(This is a sample cover image for this issue. The actual cover is not yet available at this time.) (This is a sampe cover image for this issue The actua cover is not yet avaiabe at this time) This artice appeared in a journa pubished by Esevier The attached copy is furnished to the author for interna

More information

8 Digifl'.11 Cth:uits and devices

8 Digifl'.11 Cth:uits and devices 8 Digif'. Cth:uits and devices 8. Introduction In anaog eectronics, votage is a continuous variabe. This is usefu because most physica quantities we encounter are continuous: sound eves, ight intensity,

More information

DISTRIBUTION OF TEMPERATURE IN A SPATIALLY ONE- DIMENSIONAL OBJECT AS A RESULT OF THE ACTIVE POINT SOURCE

DISTRIBUTION OF TEMPERATURE IN A SPATIALLY ONE- DIMENSIONAL OBJECT AS A RESULT OF THE ACTIVE POINT SOURCE DISTRIBUTION OF TEMPERATURE IN A SPATIALLY ONE- DIMENSIONAL OBJECT AS A RESULT OF THE ACTIVE POINT SOURCE Yury Iyushin and Anton Mokeev Saint-Petersburg Mining University, Vasiievsky Isand, 1 st ine, Saint-Petersburg,

More information

To the Question of Validity Grüneisen Solid State Equation

To the Question of Validity Grüneisen Solid State Equation Word Journa of Condensed atter Physics, 0,, 9-7 http://dx.doi.org/0./wjcmp.0.08 Pubished Onine ovember 0 (http://www.scirp.org/journa/wjcmp) o the Question of Vaidity Grüneisen Soid State Euation Vadimir

More information

Sarabjeet Singh (1), Colin H. Hansen (2) and Carl Q. Howard (2)

Sarabjeet Singh (1), Colin H. Hansen (2) and Carl Q. Howard (2) Acoustics 8 Geeong, Victoria, Austraia 4 to 6 November 8 Acoustics and ustainabiity: How shoud acoustics adapt to meet future demands? A detaied tutoria for evauating in-duct net acoustic power transmission

More information

Efficient Bayesian Multifidelity Approach in Metamodeling of an Electromagnetic Simulator Response

Efficient Bayesian Multifidelity Approach in Metamodeling of an Electromagnetic Simulator Response Progress In Eectromagnetics Research M, Vo. 54, 47 54, 2017 Efficient Bayesian Mutifideity Approach in Metamodeing of an Eectromagnetic Simuator Response Tarek Bdour 1, 2, *, Christophe Guiffaut 1, and

More information

Aerodynamic Design of Turbine Blades Using an Adjoint Equation Method

Aerodynamic Design of Turbine Blades Using an Adjoint Equation Method 43rd AIAA Aerospace Sciences Meeting and Exhibit, January 10-13, 2005, Reno, Nevada Aerodynamic Design of Turbine ades Using an Adjoint Equation Method Hsiao-Yuan Wu, and Feng Liu Department of Mechanica

More information

Solving Maxwell s Equations Using the Ultra Weak Variational Formulation

Solving Maxwell s Equations Using the Ultra Weak Variational Formulation Soving Maxwe s Equations Using the Utra Weak Variationa Formuation T. Huttunen, M. Mainen and P. Monk Department of Appied Physics, University of Kuopio, P.O.Box 1627, 7211 Kuopio, Finand Department of

More information

Source and Relay Matrices Optimization for Multiuser Multi-Hop MIMO Relay Systems

Source and Relay Matrices Optimization for Multiuser Multi-Hop MIMO Relay Systems Source and Reay Matrices Optimization for Mutiuser Muti-Hop MIMO Reay Systems Yue Rong Department of Eectrica and Computer Engineering, Curtin University, Bentey, WA 6102, Austraia Abstract In this paper,

More information

Multiple Beam Interference

Multiple Beam Interference MutipeBeamInterference.nb James C. Wyant 1 Mutipe Beam Interference 1. Airy's Formua We wi first derive Airy's formua for the case of no absorption. ü 1.1 Basic refectance and transmittance Refected ight

More information

Section 6: Magnetostatics

Section 6: Magnetostatics agnetic fieds in matter Section 6: agnetostatics In the previous sections we assumed that the current density J is a known function of coordinates. In the presence of matter this is not aways true. The

More information

2.1. Cantilever The Hooke's law

2.1. Cantilever The Hooke's law .1. Cantiever.1.1 The Hooke's aw The cantiever is the most common sensor of the force interaction in atomic force microscopy. The atomic force microscope acquires any information about a surface because

More information

FRST Multivariate Statistics. Multivariate Discriminant Analysis (MDA)

FRST Multivariate Statistics. Multivariate Discriminant Analysis (MDA) 1 FRST 531 -- Mutivariate Statistics Mutivariate Discriminant Anaysis (MDA) Purpose: 1. To predict which group (Y) an observation beongs to based on the characteristics of p predictor (X) variabes, using

More information

Multigrid Method for Elliptic Control Problems

Multigrid Method for Elliptic Control Problems J OHANNES KEPLER UNIVERSITÄT LINZ Netzwerk f ür Forschung, L ehre und Praxis Mutigrid Method for Eiptic Contro Probems MASTERARBEIT zur Erangung des akademischen Grades MASTER OF SCIENCE in der Studienrichtung

More information