WINKLER PLATES BY THE BOUNDARY KNOT METHOD

Size: px
Start display at page:

Download "WINKLER PLATES BY THE BOUNDARY KNOT METHOD"

Transcription

1 WINKLER PLATES BY THE BOUNARY KNOT ETHO Sofía Roble, Berardi Sensale, Facultad de Ingeniería, Julio Herrera y Reissig 565, ontevideo Abstract. Tis paper describes te application of te Boundary Knot etod (BK) in te solution of problems regarding Kircoff plates resting on a Winkler foundation. Tis is te first time te BK is applied to tis kind of problems. Te BK is a boundary, mesless and integration-free metod. To solve problems of plates resting on a Winkler foundation, te inomogeneous term is approximated considering knon particular solutions. Te Kelvin and te modified Kelvin non-singular functions are used to approximate te omogenous term. Even toug te approac of te BK is similar to te etod of Fundamental Solutions (FS), te BK only uses non-singular general solutions, terefore, te artificial boundary used in FS is not required. Te BK is validated troug its application to solve several problems it different boundary conditions: clamped, simply supported and free edges ere considered. Several cases are discussed and te solutions obtained it te BK are compared to te solutions obtained using te Finite Element etod (FE). Keyords: Winkler plate, Boundary Knot etod. INTROUCTION Boundary metods ave gained importance over te last decades as tey are an alternative to te classical Finite Element etod (FE). In te last decade, te mesless metods ave become relevant, specially te etod of Fundamental Solutions (FS) proposed by Kupradze and Aleksidze (96). Tis metod considers fundamental solutions, i.e., te solutions corresponding to a concentrated source in an infinite domain. Te FS approximates te solution of a omogeneous problem as te sum of several fundamental solutions considering several sources. Te sources are located on an artificial boundary outside te domain. Te FS is an integration-free and mesless metod. Hoever, te use of te artificial boundary outside te domain as some drabacks. Te artificial boundary must be determined. Te source points are usually placed on a omotetic boundary of te pysical one but te omotetic ratio as a significant influence on te final result. It as been proved teoretically, tat orse conditioning (Lyngby (98)) and better accuracy (aton and Jonston (977), Bogomolny (985)) are obtained en te sources are located farter. Te solution of te Kircoff rectangular plate on a Winkler s foundation using te FS as proposed by Wen (988, 989). Te Boundary Knot etod (BK) as developed by Cen and Tanaka (00) as an alternative tecnique. Te BK uses a base of non-singular general solutions to approximate te displacement field. Eac of tese general solutions is defined it respect to a reference point (erein also called source point) ic is placed in te pysical boundary of te problem. In addition, if a collocation sceme is used to satisfy te boundary conditions, te BK does not need integration. Terefore, te BK is an integration-free, mesless metod tat as te advantage to avoid te artificial boundary required by te FS. Using te BK, te solution is obtained after solving a linear system of equations tat is usually ill-conditioned (as ell as using te FS). Te ill-conditioned problem is overcome troug regularization tecniques. Te BK as applied to te solution of Kircoff plates resting on a Winkler foundation. Some examples of a uniformly distributed load considering several boundary conditions are studied. To te autor s knoledge, tis is te first time te BK as applied to solve tis kind of problems. Te obtained results suggest tat te BK is an accurate metod for solving tin plates resting on a Winkler foundation. Tis paper is organized as follos. Te basic formulae are presented in Section. In Section 3, some remarks about te linear system of equations of te BK are analyzed. In Section, te numerical results are discussed. Finally, in Section 5, conclusions are dran.. BASIC EQUATIONS Te BK is described for te classic Kircoff tin plate teory. Tis teory is suitable en te plate is tin and te displacements are small. In tis case, te deflection of an elastic, isotropic and omogeneous, tin plate resting on a Winkler foundation is governed by te equation P ( ) + k P ( ) = qp ( ) P Ω ()

2 ere Δ is te Laplace operator, Ω is an open domain in te to-dimensional Euclidean Space, (P) is te deflection 3 E at a generic point P, q(p) is te transversal load at P, k is te stiffness of te foundation and =, ere is ν te tickness of te plate, E is te Young s modulus, and ν is te Poisson s ratio. ( ) In order to determine te deflection field, boundary conditions must be imposed on eac edge of te plate. Te most frequent boundary conditions on an edge are son in Tab., ere n and t are te outard normal and te tangential directions, respectively. Table. Boundary conditions Clamped edge = 0 θn = = 0 Simply supported edge = 0 mn = + υ = 0 t Free edge 3 3 mn = + υ = 0 v ( ) n = + ν 3 t t = 0.. Application of te BK Consider a plate resting on a Winkler foundation, te plate as te folloing boundary condition P ( ) = f( P) P Γ Ω () ere Γ Ω is te boundary of te domain Ω. Calling λ = k, Eq. () can be reritten as qp ( ) P ( ) + λ P ( ) = (3) Te solution of Eq. (3) can be expressed in te form P ( ) = ( P) + ( P) () Were equation and p p are te omogenous and particular solutions, respectively. Te particular solution satisfies te qp ( ) p( P) + λ p( P) = (5) but not necessarily te boundary conditions. Te omogenous solution satisfies te equations ( P) + λ ( P) = 0 P Ω (6) ( P) = f( P) ( P) P Γ Ω (7) p and can be approximated by a base of general solutions given by W. Cen et al (005).

3 n i 0 i+ 0 i = ( λ λ ) # ( P) = A Ber ( r) + A Bei ( r) (8) ere r is te distance beteen P (te point ere te deflection is approximated) and P i (te source point). rpp (, ) = ( x x) + ( y y) i i i (9) Ber 0 and Bei 0 represent te Kelvin and te modified Kelvin functions of te first kind and zero order. Notice tat tere are no singular terms in te solution, tus, te source points can be placed directly on te boundary. Tis is a clear advantage over te FS because tere is no need for an artificial boundary. As in SF, in te BK te number of source points taken is critical to obtain te required accuracy it a reasonable computational effort. It is son tat an increase of te number of source points improves te accuracy of te approximated solution. Since Eq. (8) satisfies te field equation (Eq. (6)), to solve te problem, it only remains to impose te boundary conditions of Eq. (7). Troug collocation in te boundary, te metod determines te coefficients A i y A i +. Wen finding iger orders, singularities may appear in te general solution but tey can be easily solved. For example, te expression of te slope at point P, placed on te boundary is n # ( ) ( ( ( ) ( ) ) ( ( ) ( ) r r θ P = A i Bei r Ber r A i Bei r Ber r ) n λ λ + λ + + λ λ ) nx + ny (0) i = x y ere n= ( nx, ny) is te outard normal vector at P and, Ber and Bei represent te Kelvin and te modified Kelvin functions of te first kind and order one. Tese functions are not defined at r = 0, but tey ave a finite limit tat can be found troug Taylor series. Similar situation occurs for te bending moments and te sear forces. A uniformly distributed load is considered ere. For tis type of load, te particular solution tat satisfies Eq. (5) is te classical equation given by Timosenko (959) ( ) q p P = () k 3. NUERICAL IPLEENTATION Te implementation of te BK is similar to te implementation of te FS. Were, te source points (N) and field points () must be cosen on te boundary. Te field points can be te same as te source points, but not necessarily. Te only condition tat must be folloed is N. Tere are to coefficients to be determined for eac source point and to equations (boundary conditions) for eac field point. Tus, te linear system of equations to be solved as dimensions N. Te numerical examples so tat tis system is ill-conditioned and its condition number gros en te number of source and field points increase. Figure sos tat te condition number increases strongly en te number of nodes per size becomes larger. Te standard double precision floating point numbers ave a precision of about 6 decimal digits. In te analyzed cases, te condition number is given by Fig., ic sos tat for more tan 5 nodes per side, te solution of te systems can be affected by te precision of te computer. Tus, special care must be taken in te solution of te linear systems. Te truncated singular value decomposition (TSV) is used for tat purpose. Te TSV is a popular metod for computing regularized estimates in ill-posed inverse problems. For te solution of te system a metod proposed by Hansen (007) is used and better results are obtained even toug a larger number of nodes is taken.. RESULTS AN ISCUSSION A atlab computer program as developed. Te program is used to perform te numerical analysis of te proposed metod, applicability, reliability and accuracy are analyzed as ell. Te response of plates subjected to distributed loads and resting on a Winkler foundation are presented. Several boundary conditions are analyzed (clamped, simply supported and free edges). Te accuracy of te metod is evaluated by comparing te results obtained using BK it te ones obtained by te FE. In order to develop te FE analysis te commercial program SAP 000 as used.

4 Figure. Condition number against number of nodes per side.. Comparison studies Comparisons ere made for tree examples: a plate it all edges simply supported, a plate it all edges clamped and a plate it tree edged simply supported and one free as son in Fig.. Te side lengt of te plates is m. A uniformly distributed load it q = kpa is considered. E and ν are 3 0 pa and 0.5, respectively. For te FE analysis, te mes considered as 600 four-node quadrilateral elements. In te BK analysis, 6 nodes ere taken on eac side. For te presentation of te numerical results, te folloing dimensionless parameter is defined k = ka () 6 k takes values 50, 00 and 500 ic correspond it values, N ,, N and 3, 5 0 N for k. m m m Figure. Boundary conditions of te tree cases studied: simply supported, clamped and simply supported it a free edge Table. Comparison of te imum deflection, te imum bending moment and te imum sear force for a simply supported plate a k 3 0 FE 3 0 FE Nº Nº N º Nº Nº Nº Results of a simply supported plate are son in Tab.. eflections so an error of less tan % and in te case of te bending moments te error is around %. For te sear forces, te results so a sligtly larger error, taking values beteen % and 0%. Figures 3 and so te contour diagrams of deflections and bending moments in te example Nº. As it can be seen, te values obtained for te compared magnitudes are very similar over te ole domain. V V FE

5 x Figure 3. eflection contour diagram of example Nº, BK solution (left) and FE solution (rigt) Figure. Bending moment contour diagram of te example Nº, BK solution (left) and FE solution (rigt) Table sos te comparison for a clamped plate. Te results presented are te imum deflection and te imum and minimum bending moments. Table, sos te results for te plate it tree simply supported edges and one free edge. Te values compared are te same as in Tab.. Table 3. Comparison of te imum deflection and imum and minimum bending moments for a clamped plate + + a k 3 FE 3 0 FE FE Nº Nº Nº Nº Nº Nº a Table. Comparison of te imum deflection, imum bending moments and imum sear force for a plate it tree simply supported edges and one free k 3 0 FE 0 3 FE Nº Nº Nº Nº Nº Nº V V FE

6 Te results obtained ave a difference of less tan 5 %, except for te sear forces. Even toug sear values are not as accurate, en sear is imposed as a boundary condition (case analyzed in Tab. ) te results are acceptable because deflections and bending moments so an error of less tan,5%... Convergence studies Wen te deflection in te middle of te plate obtained by te BK is compared against te FE, te relative error is calculated as ε BK FE = (3) FE Te example Nº of te simply supported plate and Nº of te clamped plate are analyzed to so tat te TSV as effective dealing it te ill-conditioning of te linear systems in tese cases. Figure 5 sos te procedure tat solves te system does not become unstable and te accuracy of te solution increases en te number of nodes becomes larger. Te figure sos as ell tat an accurate solution is obtained for a relatively small number of nodes. 5. FINAL REARKS Figure 5. Relative error in te deflection at te midpoint against te number of nodes for a simply supported plate and a clamped plate Te difference beteen te BK and oter boundary collocation metods is tat te general solution used is nonsingular. As a consequence, te artificial boundary used by te FS is not needed. As tere is no need for integration, te implementation of te BK is straigtforard. Tis paper proposed a ne tecnique based on te BK for te solution of elastic plates resting on a Winkler foundation. Te drabacks of te proposed metod are te need for a particular solution and te ig condition number of te linear system obtained. Te presented numerical results so tat te ill-conditioning difficulties ere overcome using te TSV. Oter regularization metods sould be evaluated in future orks. Te results obtained it te proposed metod are very similar to tose obtained by te FE. Te sear forces so te largest differences, but te deflections and bending moments alays so ig accuracy, even en te boundary condition imposed is te sear force. 6. REFERENCES Bogomolny, A Fundamental solutions metod for elliptic boundary value problems, SIA Journal of Numerical Analysis, Vol., pp

7 Cen, W., Sen, A.J., Sen L.J. and Yuan, G.W., 005. General solutions and fundamental solutions of varied orders to te vibrational, tin, te Berger, and te Winkler plates, Engineering Analysis it Boundary Elements, Vol. 9, pp Cen, W. and Tanaka., 00. A esless, Integration-Free, and Boundary-Only RBF Tecnique, Computers and atematics it Applications, Vol. 3, pp Hansen, C Regularization Tools, A atlab Package for Analysis and Solution of iscrete Ill-Posed Problems, Numerical Algoritms, Vol. 6, pp Kupradze, V.. and Aleksidze,.A., 96. Te metod of te fundamental equations for te approximation of certain boundary value problems. USSR Comput. at. at. Pys. Vol., pp Lyngby, S.C, 98. Condition number of matrices derived from to classes of integral equations, atematical etods in te Applied Sciences, Vol. 3, pp aton, R. and Jonston, R.L, 977. Te approximate solution of elliptic boundary-value problems by fundamental solutions, SIA Journal on Numerical Analysis, Vol., pp Timosenko, S., and Woinosky-Krieger, S., Teory of Plates and Sells, cgra-hill, 959. Wen, P.H., 988. Te numerical metod for complex restrained problem of rectangular plate on elastic base, J. Cent.- Sout Inst. in. etall. Vol. 9 (3), pp Wen, P.H., 989. Boundary collocation metod for rectangular plate it free corners resting on te elastic foundation, Sangai ec. Vol. 0 (), pp RESPONSIBILITY NOTICE Te autors are te only responsible for te printed material included in tis paper.

Large deflection analysis of rhombic sandwich plates placed on elastic foundation

Large deflection analysis of rhombic sandwich plates placed on elastic foundation Indian Journal of Engineering & Materials Sciences Vol. 5, February 008, pp. 7-3 Large deflection analysis of rombic sandic plates placed on elastic foundation Gora Cand Cell a*, Subrata Mondal b & Goutam

More information

5 Ordinary Differential Equations: Finite Difference Methods for Boundary Problems

5 Ordinary Differential Equations: Finite Difference Methods for Boundary Problems 5 Ordinary Differential Equations: Finite Difference Metods for Boundary Problems Read sections 10.1, 10.2, 10.4 Review questions 10.1 10.4, 10.8 10.9, 10.13 5.1 Introduction In te previous capters we

More information

Explicit Interleavers for a Repeat Accumulate Accumulate (RAA) code construction

Explicit Interleavers for a Repeat Accumulate Accumulate (RAA) code construction Eplicit Interleavers for a Repeat Accumulate Accumulate RAA code construction Venkatesan Gurusami Computer Science and Engineering University of Wasington Seattle, WA 98195, USA Email: venkat@csasingtonedu

More information

A = h w (1) Error Analysis Physics 141

A = h w (1) Error Analysis Physics 141 Introduction In all brances of pysical science and engineering one deals constantly wit numbers wic results more or less directly from experimental observations. Experimental observations always ave inaccuracies.

More information

Stability of Smart Beams with Varying Properties Based on the First Order Shear Deformation Theory Located on a Continuous Elastic Foundation

Stability of Smart Beams with Varying Properties Based on the First Order Shear Deformation Theory Located on a Continuous Elastic Foundation Australian Journal of Basic and Applied Sciences, 5(7): 743-747, ISSN 99-878 Stability of Smart Beams wit Varying Properties Based on te First Order Sear Deformation Teory ocated on a Continuous Elastic

More information

HIGH ORDER SHEAR DEFORMATION THEORY FOR ISOTROPIC BEAMS WITH USING MIXED FINITE ELEMENT METHOD

HIGH ORDER SHEAR DEFORMATION THEORY FOR ISOTROPIC BEAMS WITH USING MIXED FINITE ELEMENT METHOD Held on 1-, Nov, 15, in Dubai, ISBN:978819313731 HIGH ORDER SHEAR DEFORATION THEORY FOR ISOTROPIC BEAS WITH USING IXED FINITE ELEENT ETHOD Emra adenci, Department of Civil Engineering, Necmettin Erbakan

More information

Chapter 5 FINITE DIFFERENCE METHOD (FDM)

Chapter 5 FINITE DIFFERENCE METHOD (FDM) MEE7 Computer Modeling Tecniques in Engineering Capter 5 FINITE DIFFERENCE METHOD (FDM) 5. Introduction to FDM Te finite difference tecniques are based upon approximations wic permit replacing differential

More information

DEBONDING FAILURES OF RC BEAMS STRENGTHENED WITH EXTERNALLY BONDED FRP REINFORCEMENT: BEHAVIOUR AND MODELLING

DEBONDING FAILURES OF RC BEAMS STRENGTHENED WITH EXTERNALLY BONDED FRP REINFORCEMENT: BEHAVIOUR AND MODELLING Asia-Pacific Conference on FRP in Structures (APFIS 2007) S.T. Smit (ed) 2007 International Institute for FRP in Construction DEBONDING FAILURES OF RC BEAMS STRENGTHENED WITH EXTERNALLY BONDED FRP REINFORCEMENT:

More information

3. Using your answers to the two previous questions, evaluate the Mratio

3. Using your answers to the two previous questions, evaluate the Mratio MASSACHUSETTS INSTITUTE OF TECHNOLOGY DEPARTMENT OF MECHANICAL ENGINEERING CAMBRIDGE, MASSACHUSETTS 0219 2.002 MECHANICS AND MATERIALS II HOMEWORK NO. 4 Distributed: Friday, April 2, 2004 Due: Friday,

More information

Polynomial Interpolation

Polynomial Interpolation Capter 4 Polynomial Interpolation In tis capter, we consider te important problem of approximatinga function fx, wose values at a set of distinct points x, x, x,, x n are known, by a polynomial P x suc

More information

How to Find the Derivative of a Function: Calculus 1

How to Find the Derivative of a Function: Calculus 1 Introduction How to Find te Derivative of a Function: Calculus 1 Calculus is not an easy matematics course Te fact tat you ave enrolled in suc a difficult subject indicates tat you are interested in te

More information

Research on the Negative Permittivity Effect of the Thin Wires Array in Left-Handed Material by Transmission Line Theory

Research on the Negative Permittivity Effect of the Thin Wires Array in Left-Handed Material by Transmission Line Theory 96 Progress In Electromagnetics Researc Symposium 25, Hangzou, Cina, August 22-26 Researc on te Negative Permittivity Effect of te Tin Wires Array in Left-Handed Material by Transmission Line Teory Qun

More information

Fast Computation of Capacitance Matrix and Potential Distribution for Multiconductor in Non-Homogenous Multilayered Dielectric Media

Fast Computation of Capacitance Matrix and Potential Distribution for Multiconductor in Non-Homogenous Multilayered Dielectric Media Excerpt from te Proceedings of te OMSOL onference 2009 Boston Fast omputation of apacitance Matrix and Potential Distribution for Multiconductor in Non-Homogenous Multilayered Dielectric Media S. M. Musa

More information

3.1 Extreme Values of a Function

3.1 Extreme Values of a Function .1 Etreme Values of a Function Section.1 Notes Page 1 One application of te derivative is finding minimum and maimum values off a grap. In precalculus we were only able to do tis wit quadratics by find

More information

Polynomial Interpolation

Polynomial Interpolation Capter 4 Polynomial Interpolation In tis capter, we consider te important problem of approximating a function f(x, wose values at a set of distinct points x, x, x 2,,x n are known, by a polynomial P (x

More information

AN ANALYSIS OF AMPLITUDE AND PERIOD OF ALTERNATING ICE LOADS ON CONICAL STRUCTURES

AN ANALYSIS OF AMPLITUDE AND PERIOD OF ALTERNATING ICE LOADS ON CONICAL STRUCTURES Ice in te Environment: Proceedings of te 1t IAHR International Symposium on Ice Dunedin, New Zealand, nd t December International Association of Hydraulic Engineering and Researc AN ANALYSIS OF AMPLITUDE

More information

The Open Petroleum Engineering Journal

The Open Petroleum Engineering Journal Send Orders for Reprints to reprints@bentamscience.ae Te Open Petroleum Engineering Journal, 16, 9, 169-177 169 Te Open Petroleum Engineering Journal Content list available at:.bentamopen.com/topej/ DOI:

More information

The Verlet Algorithm for Molecular Dynamics Simulations

The Verlet Algorithm for Molecular Dynamics Simulations Cemistry 380.37 Fall 2015 Dr. Jean M. Standard November 9, 2015 Te Verlet Algoritm for Molecular Dynamics Simulations Equations of motion For a many-body system consisting of N particles, Newton's classical

More information

Numerical Differentiation

Numerical Differentiation Numerical Differentiation Finite Difference Formulas for te first derivative (Using Taylor Expansion tecnique) (section 8.3.) Suppose tat f() = g() is a function of te variable, and tat as 0 te function

More information

NCCI: Simple methods for second order effects in portal frames

NCCI: Simple methods for second order effects in portal frames NCC: Simple metods for second order effects in portal frames NCC: Simple metods for second order effects in portal frames NCC: Simple metods for second order effects in portal frames Tis NCC presents information

More information

6. Non-uniform bending

6. Non-uniform bending . Non-uniform bending Introduction Definition A non-uniform bending is te case were te cross-section is not only bent but also seared. It is known from te statics tat in suc a case, te bending moment in

More information

Model development for the beveling of quartz crystal blanks

Model development for the beveling of quartz crystal blanks 9t International Congress on Modelling and Simulation, Pert, Australia, 6 December 0 ttp://mssanz.org.au/modsim0 Model development for te beveling of quartz crystal blanks C. Dong a a Department of Mecanical

More information

Bending analysis of a functionally graded piezoelectric cantilever beam

Bending analysis of a functionally graded piezoelectric cantilever beam Science in Cina Series G: Pysics Mecanics & Astronomy 7 Science in Cina Press Springer-Verlag Bending analysis of a functionally graded pieoelectric cantilever beam YU Tao & ZHONG Zeng Scool of Aerospace

More information

CE 2313 / MAE 2312 Mechanics of Materials. Examination III

CE 2313 / MAE 2312 Mechanics of Materials. Examination III E 1 / E 1 ecanics of aterials Eamination ril 6, 7 Name: Tere are 4 numered rolems on tis eam. Te relatie eigt of eac rolem is roided in arenteses immediatel after te rolem numer. Time ed for te eam is

More information

LINEAR MULTISCALE AUTOREGRESSIVE MODEL FOR FORECASTING SEASONAL TIME SERIES DATA

LINEAR MULTISCALE AUTOREGRESSIVE MODEL FOR FORECASTING SEASONAL TIME SERIES DATA INEAR UTISCAE AUTOREGRESSIVE ODE FOR FORECASTING SEASONA TIE SERIES DATA Brodjol S.S.U. Suartono and A.J. Endarta Department of Statistics Faculty of atematic and Natural Sciences Sepulu Nopember Institute

More information

Flapwise bending vibration analysis of double tapered rotating Euler Bernoulli beam by using the differential transform method

Flapwise bending vibration analysis of double tapered rotating Euler Bernoulli beam by using the differential transform method Meccanica 2006) 41:661 670 DOI 10.1007/s11012-006-9012-z Flapwise bending vibration analysis of double tapered rotating Euler Bernoulli beam by using te differential transform metod Ozge Ozdemir Ozgumus

More information

Dedicated to the 70th birthday of Professor Lin Qun

Dedicated to the 70th birthday of Professor Lin Qun Journal of Computational Matematics, Vol.4, No.3, 6, 4 44. ACCELERATION METHODS OF NONLINEAR ITERATION FOR NONLINEAR PARABOLIC EQUATIONS Guang-wei Yuan Xu-deng Hang Laboratory of Computational Pysics,

More information

Consider a function f we ll specify which assumptions we need to make about it in a minute. Let us reformulate the integral. 1 f(x) dx.

Consider a function f we ll specify which assumptions we need to make about it in a minute. Let us reformulate the integral. 1 f(x) dx. Capter 2 Integrals as sums and derivatives as differences We now switc to te simplest metods for integrating or differentiating a function from its function samples. A careful study of Taylor expansions

More information

NUMERICAL DIFFERENTIATION. James T. Smith San Francisco State University. In calculus classes, you compute derivatives algebraically: for example,

NUMERICAL DIFFERENTIATION. James T. Smith San Francisco State University. In calculus classes, you compute derivatives algebraically: for example, NUMERICAL DIFFERENTIATION James T Smit San Francisco State University In calculus classes, you compute derivatives algebraically: for example, f( x) = x + x f ( x) = x x Tis tecnique requires your knowing

More information

lecture 26: Richardson extrapolation

lecture 26: Richardson extrapolation 43 lecture 26: Ricardson extrapolation 35 Ricardson extrapolation, Romberg integration Trougout numerical analysis, one encounters procedures tat apply some simple approximation (eg, linear interpolation)

More information

Simulation and verification of a plate heat exchanger with a built-in tap water accumulator

Simulation and verification of a plate heat exchanger with a built-in tap water accumulator Simulation and verification of a plate eat excanger wit a built-in tap water accumulator Anders Eriksson Abstract In order to test and verify a compact brazed eat excanger (CBE wit a built-in accumulation

More information

Forces, centre of gravity, reactions and stability

Forces, centre of gravity, reactions and stability Forces, centre of gravity, reactions and stability Topic areas Mecanical engineering: Centre of gravity Forces Moments Reactions Resolving forces on an inclined plane. Matematics: Angles Trigonometric

More information

The total error in numerical differentiation

The total error in numerical differentiation AMS 147 Computational Metods and Applications Lecture 08 Copyrigt by Hongyun Wang, UCSC Recap: Loss of accuracy due to numerical cancellation A B 3, 3 ~10 16 In calculating te difference between A and

More information

232 Calculus and Structures

232 Calculus and Structures 3 Calculus and Structures CHAPTER 17 JUSTIFICATION OF THE AREA AND SLOPE METHODS FOR EVALUATING BEAMS Calculus and Structures 33 Copyrigt Capter 17 JUSTIFICATION OF THE AREA AND SLOPE METHODS 17.1 THE

More information

MANY scientific and engineering problems can be

MANY scientific and engineering problems can be A Domain Decomposition Metod using Elliptical Arc Artificial Boundary for Exterior Problems Yajun Cen, and Qikui Du Abstract In tis paper, a Diriclet-Neumann alternating metod using elliptical arc artificial

More information

LECTURE 14 NUMERICAL INTEGRATION. Find

LECTURE 14 NUMERICAL INTEGRATION. Find LECTURE 14 NUMERCAL NTEGRATON Find b a fxdx or b a vx ux fx ydy dx Often integration is required. However te form of fx may be suc tat analytical integration would be very difficult or impossible. Use

More information

UNIVERSITY OF SASKATCHEWAN Department of Physics and Engineering Physics

UNIVERSITY OF SASKATCHEWAN Department of Physics and Engineering Physics UNIVERSITY O SASKATCHEWAN Department of Pysics and Engineering Pysics Pysics 117.3 MIDTERM EXAM Regular Sitting NAME: (Last) Please Print (Given) Time: 90 minutes STUDENT NO.: LECTURE SECTION (please ceck):

More information

Introduction to Derivatives

Introduction to Derivatives Introduction to Derivatives 5-Minute Review: Instantaneous Rates and Tangent Slope Recall te analogy tat we developed earlier First we saw tat te secant slope of te line troug te two points (a, f (a))

More information

1.72, Groundwater Hydrology Prof. Charles Harvey Lecture Packet #9: Numerical Modeling of Groundwater Flow

1.72, Groundwater Hydrology Prof. Charles Harvey Lecture Packet #9: Numerical Modeling of Groundwater Flow 1.7, Groundwater Hydrology Prof. Carles Harvey Lecture Packet #9: Numerical Modeling of Groundwater Flow Simulation: Te prediction of quantities of interest (dependent variables) based upon an equation

More information

Solving Poisson s equations by the Discrete Least Square meshless method

Solving Poisson s equations by the Discrete Least Square meshless method Boundary Elements and Oter Mes eduction Metods XXV 3 Solving Poisson s equations by te Discrete Least Square mesless metod H. Arzani & M. H. Afsar Said aaee University, Lavizan, eran, ran Department of

More information

Euler-Bernoulli Beam Theory in the Presence of Fiber Bending Stiffness

Euler-Bernoulli Beam Theory in the Presence of Fiber Bending Stiffness IOSR Journal of Matematics (IOSR-JM) e-issn: 78-578, p-issn: 319-765X. Volume 13, Issue 3 Ver. V (May - June 017), PP 10-17 www.iosrjournals.org Euler-Bernoulli Beam Teory in te Presence of Fiber Bending

More information

Click here to see an animation of the derivative

Click here to see an animation of the derivative Differentiation Massoud Malek Derivative Te concept of derivative is at te core of Calculus; It is a very powerful tool for understanding te beavior of matematical functions. It allows us to optimize functions,

More information

4. The slope of the line 2x 7y = 8 is (a) 2/7 (b) 7/2 (c) 2 (d) 2/7 (e) None of these.

4. The slope of the line 2x 7y = 8 is (a) 2/7 (b) 7/2 (c) 2 (d) 2/7 (e) None of these. Mat 11. Test Form N Fall 016 Name. Instructions. Te first eleven problems are wort points eac. Te last six problems are wort 5 points eac. For te last six problems, you must use relevant metods of algebra

More information

New Streamfunction Approach for Magnetohydrodynamics

New Streamfunction Approach for Magnetohydrodynamics New Streamfunction Approac for Magnetoydrodynamics Kab Seo Kang Brooaven National Laboratory, Computational Science Center, Building 63, Room, Upton NY 973, USA. sang@bnl.gov Summary. We apply te finite

More information

Nonlinear correction to the bending stiffness of a damaged composite beam

Nonlinear correction to the bending stiffness of a damaged composite beam Van Paepegem, W., Decaene, R. and Degrieck, J. (5). Nonlinear correction to te bending stiffness of a damaged composite beam. Nonlinear correction to te bending stiffness of a damaged composite beam W.

More information

SECTION 3.2: DERIVATIVE FUNCTIONS and DIFFERENTIABILITY

SECTION 3.2: DERIVATIVE FUNCTIONS and DIFFERENTIABILITY (Section 3.2: Derivative Functions and Differentiability) 3.2.1 SECTION 3.2: DERIVATIVE FUNCTIONS and DIFFERENTIABILITY LEARNING OBJECTIVES Know, understand, and apply te Limit Definition of te Derivative

More information

LIMITATIONS OF EULER S METHOD FOR NUMERICAL INTEGRATION

LIMITATIONS OF EULER S METHOD FOR NUMERICAL INTEGRATION LIMITATIONS OF EULER S METHOD FOR NUMERICAL INTEGRATION LAURA EVANS.. Introduction Not all differential equations can be explicitly solved for y. Tis can be problematic if we need to know te value of y

More information

Robotic manipulation project

Robotic manipulation project Robotic manipulation project Bin Nguyen December 5, 2006 Abstract Tis is te draft report for Robotic Manipulation s class project. Te cosen project aims to understand and implement Kevin Egan s non-convex

More information

arxiv: v1 [physics.flu-dyn] 3 Jun 2015

arxiv: v1 [physics.flu-dyn] 3 Jun 2015 A Convective-like Energy-Stable Open Boundary Condition for Simulations of Incompressible Flows arxiv:156.132v1 [pysics.flu-dyn] 3 Jun 215 S. Dong Center for Computational & Applied Matematics Department

More information

Flavius Guiaş. X(t + h) = X(t) + F (X(s)) ds.

Flavius Guiaş. X(t + h) = X(t) + F (X(s)) ds. Numerical solvers for large systems of ordinary differential equations based on te stocastic direct simulation metod improved by te and Runge Kutta principles Flavius Guiaş Abstract We present a numerical

More information

These errors are made from replacing an infinite process by finite one.

These errors are made from replacing an infinite process by finite one. Introduction :- Tis course examines problems tat can be solved by metods of approximation, tecniques we call numerical metods. We begin by considering some of te matematical and computational topics tat

More information

Finite Element Analysis of J-Integral for Surface Cracks in Round Bars under Combined Mode I Loading

Finite Element Analysis of J-Integral for Surface Cracks in Round Bars under Combined Mode I Loading nternational Journal of ntegrated Engineering, Vol. 9 No. 2 (207) p. -8 Finite Element Analysis of J-ntegral for Surface Cracks in Round Bars under Combined Mode Loading A.E smail, A.K Ariffin 2, S. Abdulla

More information

Thermal Bending of Circular Plates for Non-axisymmetrical Problems

Thermal Bending of Circular Plates for Non-axisymmetrical Problems Copyrigt 2 Tec Science Press SL, vol.4, no.2, pp.5-2, 2 Termal Bending of Circular Plates for Non-axisymmetrical Problems Dong Zengzu Peng Weiong and Li Suncai Abstract: Due to te complexity of termal

More information

The Laplace equation, cylindrically or spherically symmetric case

The Laplace equation, cylindrically or spherically symmetric case Numerisce Metoden II, 7 4, und Übungen, 7 5 Course Notes, Summer Term 7 Some material and exercises Te Laplace equation, cylindrically or sperically symmetric case Electric and gravitational potential,

More information

Parametric Spline Method for Solving Bratu s Problem

Parametric Spline Method for Solving Bratu s Problem ISSN 749-3889 print, 749-3897 online International Journal of Nonlinear Science Vol4202 No,pp3-0 Parametric Spline Metod for Solving Bratu s Problem M Zarebnia, Z Sarvari 2,2 Department of Matematics,

More information

Continuity and Differentiability Worksheet

Continuity and Differentiability Worksheet Continuity and Differentiability Workseet (Be sure tat you can also do te grapical eercises from te tet- Tese were not included below! Typical problems are like problems -3, p. 6; -3, p. 7; 33-34, p. 7;

More information

Section 15.6 Directional Derivatives and the Gradient Vector

Section 15.6 Directional Derivatives and the Gradient Vector Section 15.6 Directional Derivatives and te Gradient Vector Finding rates of cange in different directions Recall tat wen we first started considering derivatives of functions of more tan one variable,

More information

A MONTE CARLO ANALYSIS OF THE EFFECTS OF COVARIANCE ON PROPAGATED UNCERTAINTIES

A MONTE CARLO ANALYSIS OF THE EFFECTS OF COVARIANCE ON PROPAGATED UNCERTAINTIES A MONTE CARLO ANALYSIS OF THE EFFECTS OF COVARIANCE ON PROPAGATED UNCERTAINTIES Ronald Ainswort Hart Scientific, American Fork UT, USA ABSTRACT Reports of calibration typically provide total combined uncertainties

More information

Derivation Of The Schwarzschild Radius Without General Relativity

Derivation Of The Schwarzschild Radius Without General Relativity Derivation Of Te Scwarzscild Radius Witout General Relativity In tis paper I present an alternative metod of deriving te Scwarzscild radius of a black ole. Te metod uses tree of te Planck units formulas:

More information

ADCP MEASUREMENTS OF VERTICAL FLOW STRUCTURE AND COEFFICIENTS OF FLOAT IN FLOOD FLOWS

ADCP MEASUREMENTS OF VERTICAL FLOW STRUCTURE AND COEFFICIENTS OF FLOAT IN FLOOD FLOWS ADCP MEASUREMENTS OF VERTICAL FLOW STRUCTURE AND COEFFICIENTS OF FLOAT IN FLOOD FLOWS Yasuo NIHEI (1) and Takeiro SAKAI (2) (1) Department of Civil Engineering, Tokyo University of Science, 2641 Yamazaki,

More information

Journal of Mechanical Science and Technology 23 (2009) 2072~2084. M. M. Najafizadeh * and M. R. Isvandzibaei

Journal of Mechanical Science and Technology 23 (2009) 2072~2084. M. M. Najafizadeh * and M. R. Isvandzibaei Journal of Mecanical Science and Tecnology (9 7~84 Journal of Mecanical Science and Tecnology www.springerlink.com/content/78-494x DOI.7/s6-9-4- Vibration of functionally graded cylindrical sells based

More information

VARIANCE ESTIMATION FOR COMBINED RATIO ESTIMATOR

VARIANCE ESTIMATION FOR COMBINED RATIO ESTIMATOR Sankyā : Te Indian Journal of Statistics 1995, Volume 57, Series B, Pt. 1, pp. 85-92 VARIANCE ESTIMATION FOR COMBINED RATIO ESTIMATOR By SANJAY KUMAR SAXENA Central Soil and Water Conservation Researc

More information

REVIEW LAB ANSWER KEY

REVIEW LAB ANSWER KEY REVIEW LAB ANSWER KEY. Witout using SN, find te derivative of eac of te following (you do not need to simplify your answers): a. f x 3x 3 5x x 6 f x 3 3x 5 x 0 b. g x 4 x x x notice te trick ere! x x g

More information

Stress analysis of laminated glass with different interlayer materials

Stress analysis of laminated glass with different interlayer materials Alexandria Engineering Journal (01) 51, 61 67 Alexandria University Alexandria Engineering Journal www.elsevier.com/locate/aej www.sciencedirect.com Stress analysis of laminated glass wit different interlayer

More information

ACCURATE SYNTHESIS FORMULAS OBTAINED BY USING A DIFFERENTIAL EVOLUTION ALGORITHM FOR CONDUCTOR-BACKED COPLANAR WAVEG- UIDES

ACCURATE SYNTHESIS FORMULAS OBTAINED BY USING A DIFFERENTIAL EVOLUTION ALGORITHM FOR CONDUCTOR-BACKED COPLANAR WAVEG- UIDES Progress In Electromagnetics Researc M, Vol. 10, 71 81, 2009 ACCURATE SYNTHESIS FORMULAS OBTAINED BY USING A DIFFERENTIAL EVOLUTION ALGORITHM FOR CONDUCTOR-BACKED COPLANAR WAVEG- UIDES S. Kaya, K. Guney,

More information

FULL SHEAR DEFORMATION FOR ANALYSIS OF THICK PLATE

FULL SHEAR DEFORMATION FOR ANALYSIS OF THICK PLATE FULL SHAR DFORMATION FOR ANALYSIS OF THICK PLAT 1 IBARUGBULM, OWUS M., 2 NJOKU, KLCHI O., 3 ZIFULA, UCHCHI G. 1,2,3 Civil ngineering Department, Federal University of Tecnology, Owerri, Nigeria -mail:

More information

3.4 Worksheet: Proof of the Chain Rule NAME

3.4 Worksheet: Proof of the Chain Rule NAME Mat 1170 3.4 Workseet: Proof of te Cain Rule NAME Te Cain Rule So far we are able to differentiate all types of functions. For example: polynomials, rational, root, and trigonometric functions. We are

More information

Parameter Fitted Scheme for Singularly Perturbed Delay Differential Equations

Parameter Fitted Scheme for Singularly Perturbed Delay Differential Equations International Journal of Applied Science and Engineering 2013. 11, 4: 361-373 Parameter Fitted Sceme for Singularly Perturbed Delay Differential Equations Awoke Andargiea* and Y. N. Reddyb a b Department

More information

Differential equations. Differential equations

Differential equations. Differential equations Differential equations A differential equation (DE) describes ow a quantity canges (as a function of time, position, ) d - A ball dropped from a building: t gt () dt d S qx - Uniformly loaded beam: wx

More information

Section 3.1: Derivatives of Polynomials and Exponential Functions

Section 3.1: Derivatives of Polynomials and Exponential Functions Section 3.1: Derivatives of Polynomials and Exponential Functions In previous sections we developed te concept of te derivative and derivative function. Te only issue wit our definition owever is tat it

More information

Chapter 4: Numerical Methods for Common Mathematical Problems

Chapter 4: Numerical Methods for Common Mathematical Problems 1 Capter 4: Numerical Metods for Common Matematical Problems Interpolation Problem: Suppose we ave data defined at a discrete set of points (x i, y i ), i = 0, 1,..., N. Often it is useful to ave a smoot

More information

Exercises for numerical differentiation. Øyvind Ryan

Exercises for numerical differentiation. Øyvind Ryan Exercises for numerical differentiation Øyvind Ryan February 25, 2013 1. Mark eac of te following statements as true or false. a. Wen we use te approximation f (a) (f (a +) f (a))/ on a computer, we can

More information

NUMERICAL DIFFERENTIATION

NUMERICAL DIFFERENTIATION NUMERICAL IFFERENTIATION FIRST ERIVATIVES Te simplest difference formulas are based on using a straigt line to interpolate te given data; tey use two data pints to estimate te derivative. We assume tat

More information

Chapter 1 Functions and Graphs. Section 1.5 = = = 4. Check Point Exercises The slope of the line y = 3x+ 1 is 3.

Chapter 1 Functions and Graphs. Section 1.5 = = = 4. Check Point Exercises The slope of the line y = 3x+ 1 is 3. Capter Functions and Graps Section. Ceck Point Exercises. Te slope of te line y x+ is. y y m( x x y ( x ( y ( x+ point-slope y x+ 6 y x+ slope-intercept. a. Write te equation in slope-intercept form: x+

More information

SECTION 1.10: DIFFERENCE QUOTIENTS LEARNING OBJECTIVES

SECTION 1.10: DIFFERENCE QUOTIENTS LEARNING OBJECTIVES (Section.0: Difference Quotients).0. SECTION.0: DIFFERENCE QUOTIENTS LEARNING OBJECTIVES Define average rate of cange (and average velocity) algebraically and grapically. Be able to identify, construct,

More information

Sample Problems for Exam II

Sample Problems for Exam II Sample Problems for Exam 1. Te saft below as lengt L, Torsional stiffness GJ and torque T is applied at point C, wic is at a distance of 0.6L from te left (point ). Use Castigliano teorem to Calculate

More information

A compact upwind second order scheme for the Eikonal equation

A compact upwind second order scheme for the Eikonal equation A compact upwind second order sceme for te Eikonal equation Jean-David Benamou Songting Luo Hongkai Zao Abstract We present a compact upwind second order sceme for computing te viscosity solution of te

More information

Fuzzy Geometric Programming in Multivariate Stratified Sample Surveys in Presence of Non-Response with Quadratic Cost Function

Fuzzy Geometric Programming in Multivariate Stratified Sample Surveys in Presence of Non-Response with Quadratic Cost Function American Journal of Operations Researc, 04, 4, 73-88 Publised Online May 04 in SciRes. ttp://.scirp.org/ournal/aor ttp://dx.doi.org/0.436/aor.04.4307 Fuzzy Geometric Programming in Multivariate Stratified

More information

Inf sup testing of upwind methods

Inf sup testing of upwind methods INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING Int. J. Numer. Met. Engng 000; 48:745 760 Inf sup testing of upwind metods Klaus-Jurgen Bate 1; ;, Dena Hendriana 1, Franco Brezzi and Giancarlo

More information

RP 2.4. SEG/Houston 2005 Annual Meeting 1513

RP 2.4. SEG/Houston 2005 Annual Meeting 1513 P 2.4 Measurement of sear ave velocity of eavy oil De-ua Han, Jiajin Liu, University of Houston Micael Batzle, Colorado Scool of Mines Introduction It is ell knon tat te fluids ave no sear modulus and

More information

NON STANDARD FITTED FINITE DIFFERENCE METHOD FOR SINGULAR PERTURBATION PROBLEMS USING CUBIC SPLINE

NON STANDARD FITTED FINITE DIFFERENCE METHOD FOR SINGULAR PERTURBATION PROBLEMS USING CUBIC SPLINE Global and Stocastic Analysis Vol. 4 No. 1, January 2017, 1-10 NON STANDARD FITTED FINITE DIFFERENCE METHOD FOR SINGULAR PERTURBATION PROBLEMS USING CUBIC SPLINE K. PHANEENDRA AND E. SIVA PRASAD Abstract.

More information

Quantum Theory of the Atomic Nucleus

Quantum Theory of the Atomic Nucleus G. Gamow, ZP, 51, 204 1928 Quantum Teory of te tomic Nucleus G. Gamow (Received 1928) It as often been suggested tat non Coulomb attractive forces play a very important role inside atomic nuclei. We can

More information

THE STURM-LIOUVILLE-TRANSFORMATION FOR THE SOLUTION OF VECTOR PARTIAL DIFFERENTIAL EQUATIONS. L. Trautmann, R. Rabenstein

THE STURM-LIOUVILLE-TRANSFORMATION FOR THE SOLUTION OF VECTOR PARTIAL DIFFERENTIAL EQUATIONS. L. Trautmann, R. Rabenstein Worksop on Transforms and Filter Banks (WTFB),Brandenburg, Germany, Marc 999 THE STURM-LIOUVILLE-TRANSFORMATION FOR THE SOLUTION OF VECTOR PARTIAL DIFFERENTIAL EQUATIONS L. Trautmann, R. Rabenstein Lerstul

More information

Static Response Analysis of a FGM Timoshenko s Beam Subjected to Uniformly Distributed Loading Condition

Static Response Analysis of a FGM Timoshenko s Beam Subjected to Uniformly Distributed Loading Condition Static Response Analysis of a FGM Timoseno s Beam Subjected to Uniformly Distributed Loading Condition 8 Aas Roy Department of Mecanical Engineering National Institute of Tecnology Durgapur Durgapur, Maatma

More information

EFFECTS OF LINE AND PASSIVATION GEOMETRY ON CURVATURE EVOLUTION DURING PROCESSING AND THERMAL CYCLING IN COPPER INTERCONNECT LINES

EFFECTS OF LINE AND PASSIVATION GEOMETRY ON CURVATURE EVOLUTION DURING PROCESSING AND THERMAL CYCLING IN COPPER INTERCONNECT LINES Acta mater. 48 (000) 3169±3175 www.elsevier.com/locate/actamat EFFECTS OF LINE AND PASSIVATION GEOMETRY ON CURVATURE EVOLUTION DURING PROCESSING AND THERMAL CYCLING IN COPPER INTERCONNECT LINES T.-S. PARK

More information

FINITE DIFFERENCE APPROXIMATION TO WAVE EQUATION TO SIMULATE SLOSHING OF GROUND SUPPORTED TANKS FOR EARTHQUAKE LOADINGS

FINITE DIFFERENCE APPROXIMATION TO WAVE EQUATION TO SIMULATE SLOSHING OF GROUND SUPPORTED TANKS FOR EARTHQUAKE LOADINGS e 7 t International Conference on Sustainale uilt Environment, Earl s egency Hotel, Kandy, Sri anka from 16 t to 18 t Decemer 16 ICSE16-81 FINIE DIFFEENCE APPOXIAION O WAVE EQUAION O SIUAE SOSHING OF GOUND

More information

Numerical Experiments Using MATLAB: Superconvergence of Nonconforming Finite Element Approximation for Second-Order Elliptic Problems

Numerical Experiments Using MATLAB: Superconvergence of Nonconforming Finite Element Approximation for Second-Order Elliptic Problems Applied Matematics, 06, 7, 74-8 ttp://wwwscirporg/journal/am ISSN Online: 5-7393 ISSN Print: 5-7385 Numerical Experiments Using MATLAB: Superconvergence of Nonconforming Finite Element Approximation for

More information

z = - 2rriw ctg k!! = - 4rrioo [1 - _!_ (koh)2... ] '

z = - 2rriw ctg k!! = - 4rrioo [1 - _!_ (koh)2... ] ' SOVIET PHYSICS JETP VOLUME 5, NUMBER 3 OCTOBER, 957 Skin Effect in Tin Films and Wires B. M.BOLOTOVSKII P. N. Lebedev Pysical Institute, Academy of Sciences, USSR (Submitted to JETP editor February 9,

More information

Average Rate of Change

Average Rate of Change Te Derivative Tis can be tougt of as an attempt to draw a parallel (pysically and metaporically) between a line and a curve, applying te concept of slope to someting tat isn't actually straigt. Te slope

More information

HT TURBULENT NATURAL CONVECTION IN A DIFFERENTIALLY HEATED VERTICAL CHANNEL. Proceedings of 2008 ASME Summer Heat Transfer Conference HT2008

HT TURBULENT NATURAL CONVECTION IN A DIFFERENTIALLY HEATED VERTICAL CHANNEL. Proceedings of 2008 ASME Summer Heat Transfer Conference HT2008 Proceedings of 2008 ASME Summer Heat Transfer Conference HT2008 August 10-14, 2008, Jacksonville, Florida USA Proceedings of HT2008 2008 ASME Summer Heat Transfer Conference August 10-14, 2008, Jacksonville,

More information

CLOSED CONVEX SHELLS Meunargia T. Mixed forms of stress-strain relations are given in the form. λ + 2µ θ + 1

CLOSED CONVEX SHELLS Meunargia T. Mixed forms of stress-strain relations are given in the form. λ + 2µ θ + 1 Seminar of I. Vekua Institute of Applied Matematics REPORTS, Vol. 43, 207 CLOSED CONVEX SHELLS Meunargia T. Abstract. If Ω is a closed convex sell, ten S : x 3 = 0 is an ovaloid. It is proved tat in tis

More information

A general articulation angle stability model for non-slewing articulated mobile cranes on slopes *

A general articulation angle stability model for non-slewing articulated mobile cranes on slopes * tecnical note 3 general articulation angle stability model for non-slewing articulated mobile cranes on slopes * J Wu, L uzzomi and M Hodkiewicz Scool of Mecanical and Cemical Engineering, University of

More information

A compact upwind second order scheme for the Eikonal equation

A compact upwind second order scheme for the Eikonal equation A compact upwind second order sceme for te Eikonal equation J.-D. Benamou INRIA, INRIA B.P. 05, 7853 Le Cesnay Cedex, France. jean-david.benamou@inria.fr Songting Luo Department of Matematics, Micigan

More information

Damage Identification of a Long-Span Suspension Bridge Using Temperature- Induced Strain Data. Southeast University, Nanjing, China, ABSTRACT

Damage Identification of a Long-Span Suspension Bridge Using Temperature- Induced Strain Data. Southeast University, Nanjing, China, ABSTRACT Damage Identification of a Long-Span Suspension Bridge Using Temperature- Induced Strain Data *Qi. Xia 1) and Jian. Zang 2) 1 Scool of civil engineering, Souteast University, Nanjing, Cina 2 Key Laboratory

More information

Digital Filter Structures

Digital Filter Structures Digital Filter Structures Te convolution sum description of an LTI discrete-time system can, in principle, be used to implement te system For an IIR finite-dimensional system tis approac is not practical

More information

MIXED DISCONTINUOUS GALERKIN APPROXIMATION OF THE MAXWELL OPERATOR. SIAM J. Numer. Anal., Vol. 42 (2004), pp

MIXED DISCONTINUOUS GALERKIN APPROXIMATION OF THE MAXWELL OPERATOR. SIAM J. Numer. Anal., Vol. 42 (2004), pp MIXED DISCONTINUOUS GALERIN APPROXIMATION OF THE MAXWELL OPERATOR PAUL HOUSTON, ILARIA PERUGIA, AND DOMINI SCHÖTZAU SIAM J. Numer. Anal., Vol. 4 (004), pp. 434 459 Abstract. We introduce and analyze a

More information

SIMG Solution Set #5

SIMG Solution Set #5 SIMG-303-0033 Solution Set #5. Describe completely te state of polarization of eac of te following waves: (a) E [z,t] =ˆxE 0 cos [k 0 z ω 0 t] ŷe 0 cos [k 0 z ω 0 t] Bot components are traveling down te

More information

Flow of a Rarefied Gas between Parallel and Almost Parallel Plates

Flow of a Rarefied Gas between Parallel and Almost Parallel Plates Flow of a Rarefied Gas between Parallel and Almost Parallel Plates Carlo Cercignani, Maria Lampis and Silvia Lorenzani Dipartimento di Matematica, Politecnico di Milano, Milano, Italy 033 Abstract. Rarefied

More information

Preprocessed Discrete Moser Veselov algorithm for the full dynamics of the rigid body

Preprocessed Discrete Moser Veselov algorithm for the full dynamics of the rigid body Preprocessed Discrete Moser Veselov algoritm for te full dynamics of te rigid body Ernst Hairer and Gilles Vilmart August 9, 006 Abstract Te Discrete Moser Veselov algoritm is an integrable discretisation

More information

Excluded Volume Effects in Gene Stretching. Pui-Man Lam Physics Department, Southern University Baton Rouge, Louisiana

Excluded Volume Effects in Gene Stretching. Pui-Man Lam Physics Department, Southern University Baton Rouge, Louisiana Excluded Volume Effects in Gene Stretcing Pui-Man Lam Pysics Department, Soutern University Baton Rouge, Louisiana 7083 Abstract We investigate te effects excluded volume on te stretcing of a single DNA

More information