Finite Element Analysis of Rubber Bumper Used in Air-springs

Size: px
Start display at page:

Download "Finite Element Analysis of Rubber Bumper Used in Air-springs"

Transcription

1 Available olie at Procedia Egieerig 48 (0 ) MMaMS 0 Fiite Elemet Aalysis of Rubber Bumper Used i Air-sprigs amas Makovits a *, amas Szabó b a Departmet of Mechaical Egieerig, Uiversity of Debrece, Debrece 408, Hugary b Departmet of Robert Bosch Mechatroics, Uiversity of Miskolc, Miskolc 355, Hugary Abstract I this paper a solutio of a cotact problem for large displacemets ad deformatios are aalyzed where a rubber bumper applied i airsprig. he oliear load-displacemet curve is determied. A FEM code writte i FORRAN has bee developed for the aalysis of early icompressible axially symmetric rubber parts. he Hu Washizu type variatioal priciple is formulated for the Mooey-Rivli material model. Stability ad sesitivity aalyses are also ivestigated. 0 he Authors. Published by Elsevier Ltd. 0 Published by Elsevier Ltd.Selectio ad/or peer-review uder resposibility of the Brach Office of Slovak Metallurgical Society at Faculty Selectio of Metallurgy ad/or peer-review ad Faculty uder of Mechaical resposibility Egieerig, of the Brach echical Office Uiversity of Slovak of Košice Metallurgical Ope access Society uder at CC Faculty BY-NC-ND of Metallurgy licese. ad Faculty of Mechaical Egieerig, echical Uiversity of Košice. Keywords: fiite elemet method; rubber; large displacemets; cotact. Itroductio Numbers of papers are devoted to the applicatio of h-versio fiite elemet method for the aalysis of hyperelastic materials [-6]. he applicatios of p-versio of the fiite elemet for geometrically ad physically oliear problems are relatively recet [7-0]. It is well kow that the elastomers are regarded as icompressible or early icompressible materials. he icompressibility is a auxiliary coditio which ca be eforced by the so called mixed method. I this paper the traditioal pealty method ad the mixed formulatio of three fields are implemeted. he later oe is based o the Hu Washizu type variatioal priciple []. he displacemets ad the volumetric chage are approximated idepedetly from the hydrostatic pressure. he same order of approximatio is selected for the hydrostatic pressure ad the volumetric chage. he displacemet fields are approximated by the tesor product space ad its order is higher tha the order of space used for the pressure ad the volumetric chage at each level of polyomial degree p. I egieerig practice high stresses occur i uilateral cotact. he cotact problem is hadled with a simplified pealty approach. he cotactig boudary is approximated by a polygo. he edge of the cotactig elemet is forced to have a straight lie. I practice, two-ode cotact elemets were implemeted. As a umerical example a rubber bumper applied i air-sprig is chose for this problem. he load-displacemet curve for pressure is give by the producer but oly whe the bumper is loaded betwee two flat rigid surfaces. he aim of this research is to obtai the load deflectio curve up to 0% of compressio i realistic workig circumstaces. * Correspodig author. el.: ; address: tamas.makovits@eg.uideb.hu Published by Elsevier Ltd.Selectio ad/or peer-review uder resposibility of the Brach Office of Slovak Metallurgical Society at Faculty of Metallurgy ad Faculty of Mechaical Egieerig, echical Uiversity of Košice Ope access uder CC BY-NC-ND licese. doi:0.06/j.proeg

2 amas Makovits ad amas Szabó / Procedia Egieerig 48 ( 0 ) Large displacemets ad deformatios Usig the Lagragia descriptio i the referece cylidrical coordiate system the motio of cotiua r = r ( r 0, t), i the curret cofiguratio at time t is give by the referece coordiates u is the displacemet. 0 r of the material poits, see i Fig.., where z V 0 t=0 P 0 (r 0,z 0,ϕ 0 ) dv 0 r 0 r r V u 0 =u dv P(r,z,ϕ) t=t Fig.. he motio of cotiua I the subsequet formulatio the deformatio gradiet is multiplicatively decomposed ito a volumetric chagig part r F = () 0 r F ad a volume preservig part Fˆ V F = F Fˆ () V where ad 3 F ˆ = J I, det F ˆ = (3) 3 F V = J F, det F V = det F = J (4) where J is the Jacobia. Usig this decompositio we ca defie the so called right Cauchy-Gree tesor ad its volumetric preservig part C = F F, Cˆ Fˆ Fˆ 3 = = J Cˆ (5) where deotes the traspose of a tesor. he deformatio is expressed by the Gree-Lagrage strai tesor E = ( C I) (6)

3 390 amas Makovits ad amas Szabó / Procedia Egieerig 48 ( 0 ) where I is the uit tesor. he strai eergy fuctios are defied by this specific decompositio W ( J, Cˆ) = U ( J ) + Wˆ ( Cˆ), (7) where U (J ) deotes the strai eergy due to volumetric chage ad W ˆ ( C ˆ) is the strai eergy determied by volume preservig deformatio. he fuctio U (J ) is ofte defied i the papers i the simpliest way where κ is the bulk modulus. he fuctio ˆ ( C ˆ) Wˆ ( Cˆ) U ( J ) = κ J, (8) ( W is give for the Mooey-Rivli material ) μ ( Iˆ 3) + ( ˆ I μ I 3) (9) = 0 0 II where μ 0 ad μ 0 are the material costats, Î I ad Cauchy-Gree tesor defied as Î II are the first ad secod ivariats of the uimodular right ˆ ˆ ˆ ˆ I I = C + C + C33, Iˆ ( ˆ ˆ ˆ II = I I C C) (0) I the referece coordiate system, the II. Piola-Kirchhoff stress tesor for the rubber is give by Wˆ ( Cˆ) S = + pjc () C where p is the hydrostatic pressure. I the curret cofiguratio the Cauchy stress tesor ca be calculated as = J F S F. () 3. Cotact kiematics Let us cosider a system which cosists of two bodies. Oe is elastic siged by, the other is a rigid body siged by see i Fig.., where A c is the cotact regio. V A c A c h V u Q Q c Fig.. Kiematics i the cotact regio

4 amas Makovits ad amas Szabó / Procedia Egieerig 48 ( 0 ) I this work ormal cotact is assumed, where Q ad Q. he g ormal gap ca be defied as g c is the ormal uit vector of the cotact surfaces through two poit pairs = g ( u ) = u h, r Ac, (3) + where h is the iitial gap ad u is the ormal compoet of the displacemet vector. here ca be two cases, oe is cotact, whe there is gap (o cotact) betwee the two bodies if where p is the cotact pressure. Both cases 4. Variatioal priciples ad FEM discretizatio g 0 p 0, (4) = g 0 p = 0, (5) p g = 0, r Ac. (6) he mixed formulatio based o the Hu Washizu type variatioal priciple [], the three fields are idepedet from each other, Π hw ˆ ( u, J, p) = W ( Cˆ) dv + U ( J ) dv p( J J ) dv g da ext ( u) V + + Π V V γ, (7) Ac where J is the volumetric chage, J is evaluated by equatio (4) makig use of the displacemets u. he γ is the pealty parameter which ca be metioed as a virtual sprig stiffess called as a Wikler-type cotact problem. Sice equatio (7) is a oliear oe we should liearize it itroducig the icremets of the appropriate variables. Before the FEM discretizatio we itroduce the Gree-Lagrage strai tesor (6) ad the eergy cojugated II. Piola- Kirchhoff stress tesor (). he icremet i the Gree-Lagrage strai tesor Δ E is decoupled ito liear ad oliear parts Δ E = ΔE + ΔE. (8) Meridia sectio is discretized by two-dimesioal rectagular elemets see i Fig. 3. L NL z 4 8 η η ξ r (-,) (-,-) 5 (,) (,-) Fig. 3. Nie-ode two-dimesioal isoparametric elemet

5 39 amas Makovits ad amas Szabó / Procedia Egieerig 48 ( 0 ) I case of mixed formulatio o each elemet the displacemet fields are approximated by the so called tesor product space usig Legedre polyomials [] u = = N iui, i = 4 + 4( p ) + ( p ), (9) where N i is the shape fuctio, u i are the displacemet parameters, is the umber of shape fuctios which oliearly depeds o the level of approximatio p. he volumetric chage ad the hydrostatic pressure are approximated by lower order of polyomials tha the displacemet J 0 ( p = ) = a + a r + a z, (0) p 0 After the discretizatio we obtai the formula for the Newto-Raphso iteratio ( p = ) = b + b r + b z. () K Δu = f ext f it = Δf, () where K is the tagetial stiffess matrix, Δ u is the displacemet icremet ad Δ f is the ubalaced load vector. A p-versioal fiite elemet code has bee developed for the aalysis of early icompressible materials. he approximatio order for the displacemet is p =. 5. Numerical example A rubber bumper i a air-sprig (see i Fig. 4) is aalyzed by the FEM code based o the theory discussed above. Fig. 4. he air-sprig he load-displacemet curve for pressure is kow from the producer but oly whe the bumper is loaded betwee two flat rigid surfaces. A parameter optimizatio is eeded to fid the material parameters. he measuremet ad the code were compared, see i Fig. 5.

6 amas Makovits ad amas Szabó / Procedia Egieerig 48 ( 0 ) Fig. 5. he load-displacemet curve A umerical aalysis is also eeded to obtai the optimal iput parameters for the fiite elemet aalysis such as mesh desity ad the so called pealty parameter. he effect of the mesh desity chage was compared at two discrete poits (7 ad 4 mm compressio). he results of the mesh desity aalysis ca be see i Fig. 6. he 8x8 mesh gives good correlatio to the more fied mesh ad its time demad is much more cost efficiet. he mesh desity versus the volume ratio is evaluated, see i Fig. 6. (a) (b) Fig. 6. Numerical aalyses for (a) mesh desity ad (b) volume ratio I examiatio of a rubber part it is very importat to observe how the icompressibility coditio is fulfilled which depeds o the applied pealty parameter. I Fig. 7. the umerical stability aalysis calculated with differet pealty parameters at mesh desity 8x8 (acceptace limit is 99,9%) ad the displacemet field calculated by the FEM code ca be see. (a) (b) Fig. 7. Results of (a) pealty parameter aalysis ad (b) the code

7 394 amas Makovits ad amas Szabó / Procedia Egieerig 48 ( 0 ) After the umerical stability aalysis the code parameters are determied from the results. I able the most importat fiite elemet settigs ca be see. able. Fiite elemet settigs Material parameters Mooey-Rivli parameter ( μ 0 ) 0,63N/mm Mooey-Rivli parameter ( μ 0 ) 0,575N/mm Fiite elemet code Pealty parameter ( κ ) 000 u mm Icremet ( Δ ) Supports (top ad below) vulcaized he rubber bumper may cotact with two cotact regios i workig circumstaces. he mechaical model of the cotact problem ad the results of the code for displacemet ca be see i Fig. 8a ad Fig 8b, respectively. z RUBBER SEEL (a) r (b) Fig. 8. Rubber bumper s (a) mechaical model ad (b) displacemet at 3mm compressio he load-displacemet curve calculated by the FEM code ca be see i Fig. 9. Fig. 9. Load-displacemet curve of the rubber bumper i workig circumstaces

8 amas Makovits ad amas Szabó / Procedia Egieerig 48 ( 0 ) Summary A solutio of a cotact problem for large displacemets ad deformatios are aalyzed where a rubber bumper applied i air-sprig is ivestigated by determiig the oliear curve of load versus displacemets. A FEM code which is able to hadle cotact writte i FORRAN has bee developed for the aalysis of early icompressible axially symmetric rubber parts. Later a shape optimizatio problem will be doe if the stability aalysis ad also the compariso with commercial software are adequate. Ackowledgemets he described work was carried out as part of the ÁMOP-4../B-0/ project i the framework of the New Hugaria Developmet Pla. he realizatio of this project is supported by the Europea Uio, co-fiaced by the Europea Social Fud. Refereces [] Malkus, D.S., 980. Fiite Elemets with Pealties i Noliear Elasticity, Iteratioal Joural for Numerical Methods i Egieerig 6, p [] Swaso, S.R., Christese, L.W., Esig, M., 985. Large Deformatio Fiite Elemet Calculatios for Slightly Compressible Hyperelastic Materials, Computers & Structures, No. /, p [3] Ziekiewicz, O.C., Qu, S., aylor, R.L., Nakazawa, S., 986. he Patch est for Mixed Formulatios, Iteratioal Joural for Numerical Methods i Egieerig 3, p [4] Sussma,., Bathe, K.J., 987. A Fiite Elemet Formulatio for Noliear Icompressible Elastic ad Ielastic Aalysis, Computers & Structures 6, No. /, p [5] Simo, J.C., aylor, R.L., 99. Quasi-icompressible Fiite Elasticity i Pricipal Streches. Cotiuum Basis ad Numerical Algorithms, Computatioal Methods i Applied Mechaics ad Egieerig 85, p [6] Gadala, M.S., 99. Alterative Methods for the Solutio of Hyperelastic Problems with Icompressibility, Computers & Structures 4, No., p. -0. [7] Düster, A., Hartma, S., Rak, E., 99. p-fem applied to Fiite Isotropic Hyperelastic Bodies, Computatioal Methods i Applied Mechaics ad Egieerig 85, p [8] Nádori, F., Páczelt, I., Szabó,., 003. Aalysis of Icompressible Materials with p-versio Fiite Elemets, microcad 003 Iteratioal Scietific Coferece, p. -6. [9] Hartma, S., Neff, P., 003. Polycovexity of Geeralized Polyomial-type Hyperelastic Strai Eergy Fuctios for Near-icompressibility, Iteratioal Joural of Solids ad Structures40., p [0] Szabó, Makovits,., 004. FEM Computatios of Hyperelastic Materials, microcad 004 Iteratioal Scietific Coferece, p [] Boet, J., Wood, R.J., 997. Noliear Cotiuum Mechaics for Fiite Elemet Aalysis, Cambridge Uiversity Press. [] Szabó, B.A., Babuska, I., Chayapathy, B.K., 989. Stress Computatio for Nearly Icompressible Materials by the p-versio of the Fiite Elemet Method, Iteratioal Joural for Numerical Methods i Egieerig 8., p

DECOMPOSITION METHOD FOR SOLVING A SYSTEM OF THIRD-ORDER BOUNDARY VALUE PROBLEMS. Park Road, Islamabad, Pakistan

DECOMPOSITION METHOD FOR SOLVING A SYSTEM OF THIRD-ORDER BOUNDARY VALUE PROBLEMS. Park Road, Islamabad, Pakistan Mathematical ad Computatioal Applicatios, Vol. 9, No. 3, pp. 30-40, 04 DECOMPOSITION METHOD FOR SOLVING A SYSTEM OF THIRD-ORDER BOUNDARY VALUE PROBLEMS Muhammad Aslam Noor, Khalida Iayat Noor ad Asif Waheed

More information

Comparison Study of Series Approximation. and Convergence between Chebyshev. and Legendre Series

Comparison Study of Series Approximation. and Convergence between Chebyshev. and Legendre Series Applied Mathematical Scieces, Vol. 7, 03, o. 6, 3-337 HIKARI Ltd, www.m-hikari.com http://d.doi.org/0.988/ams.03.3430 Compariso Study of Series Approimatio ad Covergece betwee Chebyshev ad Legedre Series

More information

MATHEMATICAL MODELLING OF ARCH FORMATION IN GRANULAR MATERIALS

MATHEMATICAL MODELLING OF ARCH FORMATION IN GRANULAR MATERIALS 6 th INTERNATIONAL MULTIDISCIPLINARY CONFERENCE MATHEMATICAL MODELLING OF ARCH FORMATION IN GRANULAR MATERIALS Istva eppler SZIE Faculty of Mechaics, H-2103 Gödöllő Páter. 1., Hugary Abstract: The mathematical

More information

PAijpam.eu ON TENSOR PRODUCT DECOMPOSITION

PAijpam.eu ON TENSOR PRODUCT DECOMPOSITION Iteratioal Joural of Pure ad Applied Mathematics Volume 103 No 3 2015, 537-545 ISSN: 1311-8080 (prited versio); ISSN: 1314-3395 (o-lie versio) url: http://wwwijpameu doi: http://dxdoiorg/1012732/ijpamv103i314

More information

Analysis of composites with multiple rigid-line reinforcements by the BEM

Analysis of composites with multiple rigid-line reinforcements by the BEM Aalysis of composites with multiple rigid-lie reiforcemets by the BEM Piotr Fedeliski* Departmet of Stregth of Materials ad Computatioal Mechaics, Silesia Uiversity of Techology ul. Koarskiego 18A, 44-100

More information

Boundary layer problem on conveyor belt. Gabriella Bognár University of Miskolc 3515 Miskolc-Egyetemváros, Hungary

Boundary layer problem on conveyor belt. Gabriella Bognár University of Miskolc 3515 Miskolc-Egyetemváros, Hungary Boudary layer problem o coveyor belt Gabriella Bogár Uiversity of Miskolc 355 Miskolc-Egyetemváros, Hugary e-mail: matvbg@ui-miskolc.hu Abstract: A techologically importat source of the boudary layer pheomeo

More information

The Method of Least Squares. To understand least squares fitting of data.

The Method of Least Squares. To understand least squares fitting of data. The Method of Least Squares KEY WORDS Curve fittig, least square GOAL To uderstad least squares fittig of data To uderstad the least squares solutio of icosistet systems of liear equatios 1 Motivatio Curve

More information

PC5215 Numerical Recipes with Applications - Review Problems

PC5215 Numerical Recipes with Applications - Review Problems PC55 Numerical Recipes with Applicatios - Review Problems Give the IEEE 754 sigle precisio bit patter (biary or he format) of the followig umbers: 0 0 05 00 0 00 Note that it has 8 bits for the epoet,

More information

Numerical Solution of the Two Point Boundary Value Problems By Using Wavelet Bases of Hermite Cubic Spline Wavelets

Numerical Solution of the Two Point Boundary Value Problems By Using Wavelet Bases of Hermite Cubic Spline Wavelets Australia Joural of Basic ad Applied Scieces, 5(): 98-5, ISSN 99-878 Numerical Solutio of the Two Poit Boudary Value Problems By Usig Wavelet Bases of Hermite Cubic Splie Wavelets Mehdi Yousefi, Hesam-Aldie

More information

STRUCTURAL SHAPE DESIGN SENSITIVITY ANALYSIS AND OPTIMIZATION USING MESHFREE METHOD

STRUCTURAL SHAPE DESIGN SENSITIVITY ANALYSIS AND OPTIMIZATION USING MESHFREE METHOD STRUTURAL SHAPE DESIGN SENSITIVITY ANALYSIS AND OPTIMIZATION USING MESHFREE METHOD Workshop o Meshfree Methods November 4, 000 K.K. hoi, N.H. Kim, ad K.Y. Yi eter for omputer-aided Desig ollege of Egieerig

More information

Similarity Solutions to Unsteady Pseudoplastic. Flow Near a Moving Wall

Similarity Solutions to Unsteady Pseudoplastic. Flow Near a Moving Wall Iteratioal Mathematical Forum, Vol. 9, 04, o. 3, 465-475 HIKARI Ltd, www.m-hikari.com http://dx.doi.org/0.988/imf.04.48 Similarity Solutios to Usteady Pseudoplastic Flow Near a Movig Wall W. Robi Egieerig

More information

Modeling of Finite Gradient Elasticity Using Optimal Transportation Method

Modeling of Finite Gradient Elasticity Using Optimal Transportation Method 9 th Iteratioal Cogress of Croatia Society of Mechaics 18-22 September 2018 Split, Croatia Modelig of Fiite Gradiet Elasticity Usig Optimal Trasportatio Method Boris JALUŠIĆ *, Christia WEIßENFELS +, Jurica

More information

3 Balance equations ME338A CONTINUUM MECHANICS

3 Balance equations ME338A CONTINUUM MECHANICS ME338A CONTINUUM MECHANICS lecture otes 1 thursy, may 1, 28 Basic ideas util ow: kiematics, i.e., geeral statemets that characterize deformatio of a material body B without studyig its physical cause ow:

More information

A new formulation of internal forces for non-linear hypoelastic constitutive models verifying conservation laws

A new formulation of internal forces for non-linear hypoelastic constitutive models verifying conservation laws A ew formulatio of iteral forces for o-liear hypoelastic costitutive models verifyig coservatio laws Ludovic NOELS 1, Lauret STAINIER 1, Jea-Philippe PONTHOT 1 ad Jérôme BONINI. 1 LTAS-Milieux Cotius et

More information

Principle Of Superposition

Principle Of Superposition ecture 5: PREIMINRY CONCEP O RUCUR NYI Priciple Of uperpositio Mathematically, the priciple of superpositio is stated as ( a ) G( a ) G( ) G a a or for a liear structural system, the respose at a give

More information

Taylor polynomial solution of difference equation with constant coefficients via time scales calculus

Taylor polynomial solution of difference equation with constant coefficients via time scales calculus TMSCI 3, o 3, 129-135 (2015) 129 ew Treds i Mathematical Scieces http://wwwtmscicom Taylor polyomial solutio of differece equatio with costat coefficiets via time scales calculus Veysel Fuat Hatipoglu

More information

TR Use of the Implicit HHT-I3 and the Explicit ADAMS Methods with the Absolute Nodal Coordinate Formulation

TR Use of the Implicit HHT-I3 and the Explicit ADAMS Methods with the Absolute Nodal Coordinate Formulation R-007-05 Use of the Implicit HH-I3 ad the Explicit ADAMS Methods with the Absolute Nodal Coordiate Formulatio Bassam Hussei, Da Negrut, Ahmed A. Shabaa August 007 Abstract his ivestigatio is cocered with

More information

CO-LOCATED DIFFUSE APPROXIMATION METHOD FOR TWO DIMENSIONAL INCOMPRESSIBLE CHANNEL FLOWS

CO-LOCATED DIFFUSE APPROXIMATION METHOD FOR TWO DIMENSIONAL INCOMPRESSIBLE CHANNEL FLOWS CO-LOCATED DIFFUSE APPROXIMATION METHOD FOR TWO DIMENSIONAL INCOMPRESSIBLE CHANNEL FLOWS C.PRAX ad H.SADAT Laboratoire d'etudes Thermiques,URA CNRS 403 40, Aveue du Recteur Pieau 86022 Poitiers Cedex,

More information

THE KALMAN FILTER RAUL ROJAS

THE KALMAN FILTER RAUL ROJAS THE KALMAN FILTER RAUL ROJAS Abstract. This paper provides a getle itroductio to the Kalma filter, a umerical method that ca be used for sesor fusio or for calculatio of trajectories. First, we cosider

More information

DYNAMIC ANALYSIS OF BEAM-LIKE STRUCTURES SUBJECT TO MOVING LOADS

DYNAMIC ANALYSIS OF BEAM-LIKE STRUCTURES SUBJECT TO MOVING LOADS DYNAMIC ANALYSIS OF BEAM-LIKE STRUCTURES SUBJECT TO MOVING LOADS Ivaa Štimac 1, Ivica Kožar 1 M.Sc,Assistat, Ph.D. Professor 1, Faculty of Civil Egieerig, Uiverity of Rieka, Croatia INTRODUCTION The vehicle-iduced

More information

Orthogonal Gaussian Filters for Signal Processing

Orthogonal Gaussian Filters for Signal Processing Orthogoal Gaussia Filters for Sigal Processig Mark Mackezie ad Kiet Tieu Mechaical Egieerig Uiversity of Wollogog.S.W. Australia Abstract A Gaussia filter usig the Hermite orthoormal series of fuctios

More information

2C09 Design for seismic and climate changes

2C09 Design for seismic and climate changes 2C09 Desig for seismic ad climate chages Lecture 02: Dyamic respose of sigle-degree-of-freedom systems I Daiel Grecea, Politehica Uiversity of Timisoara 10/03/2014 Europea Erasmus Mudus Master Course Sustaiable

More information

Avoidance of numerical singularities in free vibration analysis of Euler-Bernoulli beams using Green functions

Avoidance of numerical singularities in free vibration analysis of Euler-Bernoulli beams using Green functions WSEAS TRASACTIOS o APPLIED ad THEORETICAL MECHAICS Goraka Štimac Ročević, Braimir Ročević, Ate Skoblar, Saji Braut Avoidace of umerical sigularities i free vibratio aalysis of Euler-Beroulli beams usig

More information

Modified Decomposition Method by Adomian and. Rach for Solving Nonlinear Volterra Integro- Differential Equations

Modified Decomposition Method by Adomian and. Rach for Solving Nonlinear Volterra Integro- Differential Equations Noliear Aalysis ad Differetial Equatios, Vol. 5, 27, o. 4, 57-7 HIKARI Ltd, www.m-hikari.com https://doi.org/.2988/ade.27.62 Modified Decompositio Method by Adomia ad Rach for Solvig Noliear Volterra Itegro-

More information

A New Bound between Higher Order Nonlinearity and Algebraic Immunity

A New Bound between Higher Order Nonlinearity and Algebraic Immunity Available olie at wwwsciecedirectcom Procedia Egieerig 9 (01) 788 79 01 Iteratioal Workshop o Iformatio ad Electroics Egieerig (IWIEE) A New Boud betwee Higher Order Noliearity ad Algebraic Immuity Xueyig

More information

METHOD OF FUNDAMENTAL SOLUTIONS FOR HELMHOLTZ EIGENVALUE PROBLEMS IN ELLIPTICAL DOMAINS

METHOD OF FUNDAMENTAL SOLUTIONS FOR HELMHOLTZ EIGENVALUE PROBLEMS IN ELLIPTICAL DOMAINS Please cite this article as: Staisław Kula, Method of fudametal solutios for Helmholtz eigevalue problems i elliptical domais, Scietific Research of the Istitute of Mathematics ad Computer Sciece, 009,

More information

Streamfunction-Vorticity Formulation

Streamfunction-Vorticity Formulation Streamfuctio-Vorticity Formulatio A. Salih Departmet of Aerospace Egieerig Idia Istitute of Space Sciece ad Techology, Thiruvaathapuram March 2013 The streamfuctio-vorticity formulatio was amog the first

More information

PAPER : IIT-JAM 2010

PAPER : IIT-JAM 2010 MATHEMATICS-MA (CODE A) Q.-Q.5: Oly oe optio is correct for each questio. Each questio carries (+6) marks for correct aswer ad ( ) marks for icorrect aswer.. Which of the followig coditios does NOT esure

More information

Damped Vibration of a Non-prismatic Beam with a Rotational Spring

Damped Vibration of a Non-prismatic Beam with a Rotational Spring Vibratios i Physical Systems Vol.6 (0) Damped Vibratio of a No-prismatic Beam with a Rotatioal Sprig Wojciech SOCHACK stitute of Mechaics ad Fudametals of Machiery Desig Uiversity of Techology, Czestochowa,

More information

Exact Solutions for a Class of Nonlinear Singular Two-Point Boundary Value Problems: The Decomposition Method

Exact Solutions for a Class of Nonlinear Singular Two-Point Boundary Value Problems: The Decomposition Method Exact Solutios for a Class of Noliear Sigular Two-Poit Boudary Value Problems: The Decompositio Method Abd Elhalim Ebaid Departmet of Mathematics, Faculty of Sciece, Tabuk Uiversity, P O Box 741, Tabuki

More information

Numerical Method for Blasius Equation on an infinite Interval

Numerical Method for Blasius Equation on an infinite Interval Numerical Method for Blasius Equatio o a ifiite Iterval Alexader I. Zadori Omsk departmet of Sobolev Mathematics Istitute of Siberia Brach of Russia Academy of Scieces, Russia zadori@iitam.omsk.et.ru 1

More information

ANALYSIS OF STEADY WEAR PROCESSES FOR PERIODIC SLIDING

ANALYSIS OF STEADY WEAR PROCESSES FOR PERIODIC SLIDING Joural of Computatioal ad Applied Mechaics, Vol. 1., No. 2., (215), pp. 231 268 ANALYSIS OF STEADY WEAR PROCESSES FOR PERIODIC SLIDING Istvá Páczelt Istitute of Applied Mechaics, Uiversity of Miskolc H-3515

More information

Mathematical Modeling of Optimum 3 Step Stress Accelerated Life Testing for Generalized Pareto Distribution

Mathematical Modeling of Optimum 3 Step Stress Accelerated Life Testing for Generalized Pareto Distribution America Joural of Theoretical ad Applied Statistics 05; 4(: 6-69 Published olie May 8, 05 (http://www.sciecepublishiggroup.com/j/ajtas doi: 0.648/j.ajtas.05040. ISSN: 6-8999 (Prit; ISSN: 6-9006 (Olie Mathematical

More information

POWER SERIES SOLUTION OF FIRST ORDER MATRIX DIFFERENTIAL EQUATIONS

POWER SERIES SOLUTION OF FIRST ORDER MATRIX DIFFERENTIAL EQUATIONS Joural of Applied Mathematics ad Computatioal Mechaics 4 3(3) 3-8 POWER SERIES SOLUION OF FIRS ORDER MARIX DIFFERENIAL EQUAIONS Staisław Kukla Izabela Zamorska Istitute of Mathematics Czestochowa Uiversity

More information

The Small Scale Effect on the Dynamic Behavior of Cantilever and Fixed-Fixed Nano-Switches

The Small Scale Effect on the Dynamic Behavior of Cantilever and Fixed-Fixed Nano-Switches Iteratioal Joural of Modelig ad Optimizatio, Vol. 4, No. 6, December 4 The Small Scale Effect o the Dyamic Behavior of Catilever ad Fixed-Fixed Nao-Switches B. Che,. Ta, ad Z. Y. Ou Abstract Based o the

More information

Numerical Simulation of Thermomechanical Problems in Applied Mechanics: Application to Solidification Problem

Numerical Simulation of Thermomechanical Problems in Applied Mechanics: Application to Solidification Problem Leoardo Joural of Scieces ISSN 1583-0233 Issue 9, July-December 2006 p. 25-32 Numerical Simulatio of Thermomechaical Problems i Applied Mechaics: Applicatio to Solidificatio Problem Vicet Obiajulu OGWUAGWU

More information

Some New Iterative Methods for Solving Nonlinear Equations

Some New Iterative Methods for Solving Nonlinear Equations World Applied Scieces Joural 0 (6): 870-874, 01 ISSN 1818-495 IDOSI Publicatios, 01 DOI: 10.589/idosi.wasj.01.0.06.830 Some New Iterative Methods for Solvig Noliear Equatios Muhammad Aslam Noor, Khalida

More information

A STUDY ON MHD BOUNDARY LAYER FLOW OVER A NONLINEAR STRETCHING SHEET USING IMPLICIT FINITE DIFFERENCE METHOD

A STUDY ON MHD BOUNDARY LAYER FLOW OVER A NONLINEAR STRETCHING SHEET USING IMPLICIT FINITE DIFFERENCE METHOD IRET: Iteratioal oural of Research i Egieerig ad Techology eissn: 39-63 pissn: 3-7308 A STUDY ON MHD BOUNDARY LAYER FLOW OVER A NONLINEAR STRETCHING SHEET USING IMPLICIT FINITE DIFFERENCE METHOD Satish

More information

Using Spreadsheets as a Computational Tool in Teaching Mechanical. Engineering

Using Spreadsheets as a Computational Tool in Teaching Mechanical. Engineering Proceedigs of the th WSEAS Iteratioal Coferece o COMPUTERS, Vouliagmei, Athes, Greece, July 3-5, 6 (pp35-3) Usig Spreadsheets as a Computatioal Tool i Teachig Mechaical Egieerig AHMADI-BROOGHANI, ZAHRA

More information

TOTAL INCREMENTAL ITERATIVE FORCE RECOVERY METHOD AND THE APPLICATION IN PLASTIC HINGE ANALYSIS OF STEEL FRAMES

TOTAL INCREMENTAL ITERATIVE FORCE RECOVERY METHOD AND THE APPLICATION IN PLASTIC HINGE ANALYSIS OF STEEL FRAMES Advaced Steel Costructio Vol. 6, No. 1, pp. 567-577 (2010) 567 TOTAL INCREMENTAL ITERATIVE FORCE RECOVERY METHOD AND THE APPLICATION IN PLASTIC HINGE ANALYSIS OF STEEL FRAMES Fawu Wag 1,* ad Yaopeg Liu

More information

A NEW CLASS OF 2-STEP RATIONAL MULTISTEP METHODS

A NEW CLASS OF 2-STEP RATIONAL MULTISTEP METHODS Jural Karya Asli Loreka Ahli Matematik Vol. No. (010) page 6-9. Jural Karya Asli Loreka Ahli Matematik A NEW CLASS OF -STEP RATIONAL MULTISTEP METHODS 1 Nazeeruddi Yaacob Teh Yua Yig Norma Alias 1 Departmet

More information

A CONFINEMENT MODEL OF HIGH STRENGTH CONCRETE

A CONFINEMENT MODEL OF HIGH STRENGTH CONCRETE 3 th World Coferece o Earthquake Egieerig Vacouver, B.C., Caada August -6, 24 Paper No. 873 A CONFINEMENT MODEL OF HIGH STRENGTH CONCRETE Nobutaka NAKAZAWA, Kazuhiko KAWASHIMA 2, Gakuho WATANABE 3, Ju-ichi

More information

AN OPEN-PLUS-CLOSED-LOOP APPROACH TO SYNCHRONIZATION OF CHAOTIC AND HYPERCHAOTIC MAPS

AN OPEN-PLUS-CLOSED-LOOP APPROACH TO SYNCHRONIZATION OF CHAOTIC AND HYPERCHAOTIC MAPS http://www.paper.edu.c Iteratioal Joural of Bifurcatio ad Chaos, Vol. 1, No. 5 () 119 15 c World Scietific Publishig Compay AN OPEN-PLUS-CLOSED-LOOP APPROACH TO SYNCHRONIZATION OF CHAOTIC AND HYPERCHAOTIC

More information

Chimica Inorganica 3

Chimica Inorganica 3 himica Iorgaica Irreducible Represetatios ad haracter Tables Rather tha usig geometrical operatios, it is ofte much more coveiet to employ a ew set of group elemets which are matrices ad to make the rule

More information

EFFECT OF FILLER AGGREGATES STRUCTURE ON COMPOSITE ELASTIC PROPERTIES.

EFFECT OF FILLER AGGREGATES STRUCTURE ON COMPOSITE ELASTIC PROPERTIES. EFFECT OF FILLER AGGREGATES STRUCTURE ON COMPOSITE ELASTIC PROPERTIES. V. G. Oshmya, S. A. Patlazha, S. A. Tima Departmet of Polymer ad Composite Materials, N.N. Semeov Istitute of Chemical Physics, 4

More information

THE NUMERICAL SOLUTION OF THE NEWTONIAN FLUIDS FLOW DUE TO A STRETCHING CYLINDER BY SOR ITERATIVE PROCEDURE ABSTRACT

THE NUMERICAL SOLUTION OF THE NEWTONIAN FLUIDS FLOW DUE TO A STRETCHING CYLINDER BY SOR ITERATIVE PROCEDURE ABSTRACT Europea Joural of Egieerig ad Techology Vol. 3 No., 5 ISSN 56-586 THE NUMERICAL SOLUTION OF THE NEWTONIAN FLUIDS FLOW DUE TO A STRETCHING CYLINDER BY SOR ITERATIVE PROCEDURE Atif Nazir, Tahir Mahmood ad

More information

A Primal-Dual Interior-Point Filter Method for Nonlinear Semidefinite Programming

A Primal-Dual Interior-Point Filter Method for Nonlinear Semidefinite Programming The 7th Iteratioal Symposium o Operatios Research ad Its Applicatios (ISORA 8) Lijiag, Chia, October 31 Novemver 3, 28 Copyright 28 ORSC & APORC, pp. 112 118 A Primal-Dual Iterior-Poit Filter Method for

More information

ECONOMIC OPERATION OF POWER SYSTEMS

ECONOMIC OPERATION OF POWER SYSTEMS ECOOMC OEATO OF OWE SYSTEMS TOUCTO Oe of the earliest applicatios of o-lie cetralized cotrol was to provide a cetral facility, to operate ecoomically, several geeratig plats supplyig the loads of the system.

More information

Newton Homotopy Solution for Nonlinear Equations Using Maple14. Abstract

Newton Homotopy Solution for Nonlinear Equations Using Maple14. Abstract Joural of Sciece ad Techology ISSN 9-860 Vol. No. December 0 Newto Homotopy Solutio for Noliear Equatios Usig Maple Nor Haim Abd. Rahma, Arsmah Ibrahim, Mohd Idris Jayes Faculty of Computer ad Mathematical

More information

Analysis of Interfacial Damage and Debonding Life Estimation of Cold Forging Tool Coated with Hard Film

Analysis of Interfacial Damage and Debonding Life Estimation of Cold Forging Tool Coated with Hard Film Materials Trasactios, Vol. 45, No. 9 (24) pp. 2832 to 2837 #24 The Japa Society for Techology of Plasticity Aalysis of Iterfacial Damage ad Debodig Life Estimatio of Cold Forgig Coated with Hard Kuio Hayakawa

More information

wavelet collocation method for solving integro-differential equation.

wavelet collocation method for solving integro-differential equation. IOSR Joural of Egieerig (IOSRJEN) ISSN (e): 5-3, ISSN (p): 78-879 Vol. 5, Issue 3 (arch. 5), V3 PP -7 www.iosrje.org wavelet collocatio method for solvig itegro-differetial equatio. Asmaa Abdalelah Abdalrehma

More information

REGRESSION (Physics 1210 Notes, Partial Modified Appendix A)

REGRESSION (Physics 1210 Notes, Partial Modified Appendix A) REGRESSION (Physics 0 Notes, Partial Modified Appedix A) HOW TO PERFORM A LINEAR REGRESSION Cosider the followig data poits ad their graph (Table I ad Figure ): X Y 0 3 5 3 7 4 9 5 Table : Example Data

More information

Dynamical stability and parametrical vibrations of the laminated plates with complex shape

Dynamical stability and parametrical vibrations of the laminated plates with complex shape (3) 75 88 Dyamical stability ad parametrical vibratios of the lamiated plates with comple shape Abstract The problem of oliear vibratios ad stability aalysis for the symmetric lamiated plates with comple

More information

PILOT STUDY ON THE HORIZONTAL SHEAR BEHAVIOUR OF FRP RUBBER ISOLATORS

PILOT STUDY ON THE HORIZONTAL SHEAR BEHAVIOUR OF FRP RUBBER ISOLATORS Asia-Pacific Coferece o FRP i Structures (APFIS 2007) S.T. Smith (ed) 2007 Iteratioal Istitute for FRP i Costructio PILOT STUDY ON THE HORIZONTAL SHEAR BEHAVIOUR OF FRP RUBBER ISOLATORS T.B. Peg *, J.Z.

More information

A Genetic Algorithm for Solving General System of Equations

A Genetic Algorithm for Solving General System of Equations A Geetic Algorithm for Solvig Geeral System of Equatios Győző Molárka, Edit Miletics Departmet of Mathematics, Szécheyi Istvá Uiversity, Győr, Hugary molarka@sze.hu, miletics@sze.hu Abstract: For solvig

More information

Journal of Computational Physics 149, (1999) Article ID jcph , available online at

Journal of Computational Physics 149, (1999) Article ID jcph , available online at Joural of Computatioal Physics 149, 418 422 (1999) Article ID jcph.1998.6131, available olie at http://www.idealibrary.com o NOTE Defiig Wave Amplitude i Characteristic Boudary Coditios Key Words: Euler

More information

Appendix: The Laplace Transform

Appendix: The Laplace Transform Appedix: The Laplace Trasform The Laplace trasform is a powerful method that ca be used to solve differetial equatio, ad other mathematical problems. Its stregth lies i the fact that it allows the trasformatio

More information

Notes on iteration and Newton s method. Iteration

Notes on iteration and Newton s method. Iteration Notes o iteratio ad Newto s method Iteratio Iteratio meas doig somethig over ad over. I our cotet, a iteratio is a sequece of umbers, vectors, fuctios, etc. geerated by a iteratio rule of the type 1 f

More information

NUMERICAL METHOD FOR SINGULARLY PERTURBED DELAY PARABOLIC PARTIAL DIFFERENTIAL EQUATIONS

NUMERICAL METHOD FOR SINGULARLY PERTURBED DELAY PARABOLIC PARTIAL DIFFERENTIAL EQUATIONS THERMAL SCIENCE, Year 07, Vol., No. 4, pp. 595-599 595 NUMERICAL METHOD FOR SINGULARLY PERTURBED DELAY PARABOLIC PARTIAL DIFFERENTIAL EQUATIONS by Yula WANG *, Da TIAN, ad Zhiyua LI Departmet of Mathematics,

More information

Stopping oscillations of a simple harmonic oscillator using an impulse force

Stopping oscillations of a simple harmonic oscillator using an impulse force It. J. Adv. Appl. Math. ad Mech. 5() (207) 6 (ISSN: 2347-2529) IJAAMM Joural homepage: www.ijaamm.com Iteratioal Joural of Advaces i Applied Mathematics ad Mechaics Stoppig oscillatios of a simple harmoic

More information

Section A assesses the Units Numerical Analysis 1 and 2 Section B assesses the Unit Mathematics for Applied Mathematics

Section A assesses the Units Numerical Analysis 1 and 2 Section B assesses the Unit Mathematics for Applied Mathematics X0/70 NATIONAL QUALIFICATIONS 005 MONDAY, MAY.00 PM 4.00 PM APPLIED MATHEMATICS ADVANCED HIGHER Numerical Aalysis Read carefully. Calculators may be used i this paper.. Cadidates should aswer all questios.

More information

Research Article A New Second-Order Iteration Method for Solving Nonlinear Equations

Research Article A New Second-Order Iteration Method for Solving Nonlinear Equations Abstract ad Applied Aalysis Volume 2013, Article ID 487062, 4 pages http://dx.doi.org/10.1155/2013/487062 Research Article A New Secod-Order Iteratio Method for Solvig Noliear Equatios Shi Mi Kag, 1 Arif

More information

Nonlinear Vibrations of Aerospace Structures

Nonlinear Vibrations of Aerospace Structures Noliear Vibratios of Aerospace Structures Uiversity of Liège, Belgium L Itroductio Course objectives Review of liear theory Istructors: G. Kersche, J.P. Noel, T. Detroux Cotact details: Space Structures

More information

A collocation method for singular integral equations with cosecant kernel via Semi-trigonometric interpolation

A collocation method for singular integral equations with cosecant kernel via Semi-trigonometric interpolation Iteratioal Joural of Mathematics Research. ISSN 0976-5840 Volume 9 Number 1 (017) pp. 45-51 Iteratioal Research Publicatio House http://www.irphouse.com A collocatio method for sigular itegral equatios

More information

Higher-order iterative methods by using Householder's method for solving certain nonlinear equations

Higher-order iterative methods by using Householder's method for solving certain nonlinear equations Math Sci Lett, No, 7- ( 7 Mathematical Sciece Letters A Iteratioal Joural http://dxdoiorg/785/msl/5 Higher-order iterative methods by usig Householder's method for solvig certai oliear equatios Waseem

More information

Monte Carlo Optimization to Solve a Two-Dimensional Inverse Heat Conduction Problem

Monte Carlo Optimization to Solve a Two-Dimensional Inverse Heat Conduction Problem Australia Joural of Basic Applied Scieces, 5(): 097-05, 0 ISSN 99-878 Mote Carlo Optimizatio to Solve a Two-Dimesioal Iverse Heat Coductio Problem M Ebrahimi Departmet of Mathematics, Karaj Brach, Islamic

More information

Numerical Solutions of Second Order Boundary Value Problems by Galerkin Residual Method on Using Legendre Polynomials

Numerical Solutions of Second Order Boundary Value Problems by Galerkin Residual Method on Using Legendre Polynomials IOSR Joural of Mathematics (IOSR-JM) e-issn: 78-578, p-issn: 319-765X. Volume 11, Issue 6 Ver. IV (Nov. - Dec. 15), PP 1-11 www.iosrjourals.org Numerical Solutios of Secod Order Boudary Value Problems

More information

Multiple Groenewold Products: from path integrals to semiclassical correlations

Multiple Groenewold Products: from path integrals to semiclassical correlations Multiple Groeewold Products: from path itegrals to semiclassical correlatios 1. Traslatio ad reflectio bases for operators Traslatio operators, correspod to classical traslatios, withi the classical phase

More information

Stability Analysis of the Euler Discretization for SIR Epidemic Model

Stability Analysis of the Euler Discretization for SIR Epidemic Model Stability Aalysis of the Euler Discretizatio for SIR Epidemic Model Agus Suryato Departmet of Mathematics, Faculty of Scieces, Brawijaya Uiversity, Jl Vetera Malag 6545 Idoesia Abstract I this paper we

More information

1. Linearization of a nonlinear system given in the form of a system of ordinary differential equations

1. Linearization of a nonlinear system given in the form of a system of ordinary differential equations . Liearizatio of a oliear system give i the form of a system of ordiary differetial equatios We ow show how to determie a liear model which approximates the behavior of a time-ivariat oliear system i a

More information

62. Power series Definition 16. (Power series) Given a sequence {c n }, the series. c n x n = c 0 + c 1 x + c 2 x 2 + c 3 x 3 +

62. Power series Definition 16. (Power series) Given a sequence {c n }, the series. c n x n = c 0 + c 1 x + c 2 x 2 + c 3 x 3 + 62. Power series Defiitio 16. (Power series) Give a sequece {c }, the series c x = c 0 + c 1 x + c 2 x 2 + c 3 x 3 + is called a power series i the variable x. The umbers c are called the coefficiets of

More information

The improvement of the volume ratio measurement method in static expansion vacuum system

The improvement of the volume ratio measurement method in static expansion vacuum system Available olie at www.sciecedirect.com Physics Procedia 32 (22 ) 492 497 8 th Iteratioal Vacuum Cogress The improvemet of the volume ratio measuremet method i static expasio vacuum system Yu Hogya*, Wag

More information

Introduction to Optimization Techniques. How to Solve Equations

Introduction to Optimization Techniques. How to Solve Equations Itroductio to Optimizatio Techiques How to Solve Equatios Iterative Methods of Optimizatio Iterative methods of optimizatio Solutio of the oliear equatios resultig form a optimizatio problem is usually

More information

Approximating the ruin probability of finite-time surplus process with Adaptive Moving Total Exponential Least Square

Approximating the ruin probability of finite-time surplus process with Adaptive Moving Total Exponential Least Square WSEAS TRANSACTONS o BUSNESS ad ECONOMCS S. Khotama, S. Boothiem, W. Klogdee Approimatig the rui probability of fiite-time surplus process with Adaptive Movig Total Epoetial Least Square S. KHOTAMA, S.

More information

finite element method(s-fem)

finite element method(s-fem) APCOM & ISCM 11-14 th December, 013, Sigapore Simulatio of passive myocardium of rabbit vetricles, usig selective smoothed fiite elemet method(s-fem) C. Jiag 1, Zhi-Qia Zhag, *X. Ha 1, G.R. Liu 3 1 State

More information

Study on Coal Consumption Curve Fitting of the Thermal Power Based on Genetic Algorithm

Study on Coal Consumption Curve Fitting of the Thermal Power Based on Genetic Algorithm Joural of ad Eergy Egieerig, 05, 3, 43-437 Published Olie April 05 i SciRes. http://www.scirp.org/joural/jpee http://dx.doi.org/0.436/jpee.05.34058 Study o Coal Cosumptio Curve Fittig of the Thermal Based

More information

Chapter 5 Vibrational Motion

Chapter 5 Vibrational Motion Fall 4 Chapter 5 Vibratioal Motio... 65 Potetial Eergy Surfaces, Rotatios ad Vibratios... 65 Harmoic Oscillator... 67 Geeral Solutio for H.O.: Operator Techique... 68 Vibratioal Selectio Rules... 7 Polyatomic

More information

Discrete Orthogonal Moment Features Using Chebyshev Polynomials

Discrete Orthogonal Moment Features Using Chebyshev Polynomials Discrete Orthogoal Momet Features Usig Chebyshev Polyomials R. Mukuda, 1 S.H.Og ad P.A. Lee 3 1 Faculty of Iformatio Sciece ad Techology, Multimedia Uiversity 75450 Malacca, Malaysia. Istitute of Mathematical

More information

FFTs in Graphics and Vision. The Fast Fourier Transform

FFTs in Graphics and Vision. The Fast Fourier Transform FFTs i Graphics ad Visio The Fast Fourier Trasform 1 Outlie The FFT Algorithm Applicatios i 1D Multi-Dimesioal FFTs More Applicatios Real FFTs 2 Computatioal Complexity To compute the movig dot-product

More information

Some properties of Boubaker polynomials and applications

Some properties of Boubaker polynomials and applications Some properties of Boubaker polyomials ad applicatios Gradimir V. Milovaović ad Duša Joksimović Citatio: AIP Cof. Proc. 179, 1050 (2012); doi: 10.1063/1.756326 View olie: http://dx.doi.org/10.1063/1.756326

More information

Machine Learning for Data Science (CS 4786)

Machine Learning for Data Science (CS 4786) Machie Learig for Data Sciece CS 4786) Lecture & 3: Pricipal Compoet Aalysis The text i black outlies high level ideas. The text i blue provides simple mathematical details to derive or get to the algorithm

More information

THE LEVEL SET METHOD APPLIED TO THREE-DIMENSIONAL DETONATION WAVE PROPAGATION. Wen Shanggang, Sun Chengwei, Zhao Feng, Chen Jun

THE LEVEL SET METHOD APPLIED TO THREE-DIMENSIONAL DETONATION WAVE PROPAGATION. Wen Shanggang, Sun Chengwei, Zhao Feng, Chen Jun THE LEVEL SET METHOD APPLIED TO THREE-DIMENSIONAL DETONATION WAVE PROPAGATION We Shaggag, Su Chegwei, Zhao Feg, Che Ju Laboratory for Shock Wave ad Detoatio Physics Research, Southwest Istitute of Fluid

More information

THE SOLUTION OF NONLINEAR EQUATIONS f( x ) = 0.

THE SOLUTION OF NONLINEAR EQUATIONS f( x ) = 0. THE SOLUTION OF NONLINEAR EQUATIONS f( ) = 0. Noliear Equatio Solvers Bracketig. Graphical. Aalytical Ope Methods Bisectio False Positio (Regula-Falsi) Fied poit iteratio Newto Raphso Secat The root of

More information

Math 257: Finite difference methods

Math 257: Finite difference methods Math 257: Fiite differece methods 1 Fiite Differeces Remember the defiitio of a derivative f f(x + ) f(x) (x) = lim 0 Also recall Taylor s formula: (1) f(x + ) = f(x) + f (x) + 2 f (x) + 3 f (3) (x) +...

More information

New Version of the Rayleigh Schrödinger Perturbation Theory: Examples

New Version of the Rayleigh Schrödinger Perturbation Theory: Examples New Versio of the Rayleigh Schrödiger Perturbatio Theory: Examples MILOŠ KALHOUS, 1 L. SKÁLA, 1 J. ZAMASTIL, 1 J. ČÍŽEK 2 1 Charles Uiversity, Faculty of Mathematics Physics, Ke Karlovu 3, 12116 Prague

More information

Research Article Robust Linear Programming with Norm Uncertainty

Research Article Robust Linear Programming with Norm Uncertainty Joural of Applied Mathematics Article ID 209239 7 pages http://dx.doi.org/0.55/204/209239 Research Article Robust Liear Programmig with Norm Ucertaity Lei Wag ad Hog Luo School of Ecoomic Mathematics Southwester

More information

Analysis of the No-Load Characteristic of the Moving Coil Linear Compressor

Analysis of the No-Load Characteristic of the Moving Coil Linear Compressor Purdue Uiversity Purdue e-pubs Iteratioal Compressor Egieerig Coferece School of Mechaical Egieerig 008 Aalysis of the No-Load Characteristic of the Movig Coil Liear Compressor Yigbai Xie North Chia Electric

More information

Mechatronics. Time Response & Frequency Response 2 nd -Order Dynamic System 2-Pole, Low-Pass, Active Filter

Mechatronics. Time Response & Frequency Response 2 nd -Order Dynamic System 2-Pole, Low-Pass, Active Filter Time Respose & Frequecy Respose d -Order Dyamic System -Pole, Low-Pass, Active Filter R 4 R 7 C 5 e i R 1 C R 3 - + R 6 - + e out Assigmet: Perform a Complete Dyamic System Ivestigatio of the Two-Pole,

More information

Code_Aster. Viscoplastic constitutive law VISC_DRUC_PRAG

Code_Aster. Viscoplastic constitutive law VISC_DRUC_PRAG Titre : Loi de comportemet viscoplastique VISC_DRUC_PRAG Date : 29/05/2013 Page : 1/17 Viscoplastic costitutive law VISC_DRUC_PRAG Summarized: This documet the mod describes viscoplastic costitutive law

More information

Castiel, Supernatural, Season 6, Episode 18

Castiel, Supernatural, Season 6, Episode 18 13 Differetial Equatios the aswer to your questio ca best be epressed as a series of partial differetial equatios... Castiel, Superatural, Seaso 6, Episode 18 A differetial equatio is a mathematical equatio

More information

Research Article Nonautonomous Discrete Neuron Model with Multiple Periodic and Eventually Periodic Solutions

Research Article Nonautonomous Discrete Neuron Model with Multiple Periodic and Eventually Periodic Solutions Discrete Dyamics i Nature ad Society Volume 21, Article ID 147282, 6 pages http://dx.doi.org/1.11/21/147282 Research Article Noautoomous Discrete Neuro Model with Multiple Periodic ad Evetually Periodic

More information

Design Sensitivity Analysis and Optimization of Nonlinear Transient Dynamics

Design Sensitivity Analysis and Optimization of Nonlinear Transient Dynamics Desig Sesitivity Aalysis ad Otimizatio of Noliear Trasiet Dyamics 8th AIAA/USAF/NASA/ISSOMO Symosium o Multidisciliary Aalysis ad Otimizatio Nam Ho Kim ad Kyug Kook Choi Ceter for Comuter-Aided Desig The

More information

Machine Learning Brett Bernstein

Machine Learning Brett Bernstein Machie Learig Brett Berstei Week 2 Lecture: Cocept Check Exercises Starred problems are optioal. Excess Risk Decompositio 1. Let X = Y = {1, 2,..., 10}, A = {1,..., 10, 11} ad suppose the data distributio

More information

Design and Analysis of Algorithms

Design and Analysis of Algorithms Desig ad Aalysis of Algorithms Probabilistic aalysis ad Radomized algorithms Referece: CLRS Chapter 5 Topics: Hirig problem Idicatio radom variables Radomized algorithms Huo Hogwei 1 The hirig problem

More information

A numerical Technique Finite Volume Method for Solving Diffusion 2D Problem

A numerical Technique Finite Volume Method for Solving Diffusion 2D Problem The Iteratioal Joural Of Egieerig d Sciece (IJES) Volume 4 Issue 10 Pages PP -35-41 2015 ISSN (e): 2319 1813 ISSN (p): 2319 1805 umerical Techique Fiite Volume Method for Solvig Diffusio 2D Problem 1 Mohammed

More information

CHAPTER 8 SYSTEMS OF PARTICLES

CHAPTER 8 SYSTEMS OF PARTICLES CHAPTER 8 SYSTES OF PARTICLES CHAPTER 8 COLLISIONS 45 8. CENTER OF ASS The ceter of mass of a system of particles or a rigid body is the poit at which all of the mass are cosidered to be cocetrated there

More information

ECE 308 Discrete-Time Signals and Systems

ECE 308 Discrete-Time Signals and Systems ECE 38-5 ECE 38 Discrete-Time Sigals ad Systems Z. Aliyazicioglu Electrical ad Computer Egieerig Departmet Cal Poly Pomoa ECE 38-5 1 Additio, Multiplicatio, ad Scalig of Sequeces Amplitude Scalig: (A Costat

More information

THE SYSTEMATIC AND THE RANDOM. ERRORS - DUE TO ELEMENT TOLERANCES OF ELECTRICAL NETWORKS

THE SYSTEMATIC AND THE RANDOM. ERRORS - DUE TO ELEMENT TOLERANCES OF ELECTRICAL NETWORKS R775 Philips Res. Repts 26,414-423, 1971' THE SYSTEMATIC AND THE RANDOM. ERRORS - DUE TO ELEMENT TOLERANCES OF ELECTRICAL NETWORKS by H. W. HANNEMAN Abstract Usig the law of propagatio of errors, approximated

More information

Time-Domain Representations of LTI Systems

Time-Domain Representations of LTI Systems 2.1 Itroductio Objectives: 1. Impulse resposes of LTI systems 2. Liear costat-coefficiets differetial or differece equatios of LTI systems 3. Bloc diagram represetatios of LTI systems 4. State-variable

More information

ECON 3150/4150, Spring term Lecture 3

ECON 3150/4150, Spring term Lecture 3 Itroductio Fidig the best fit by regressio Residuals ad R-sq Regressio ad causality Summary ad ext step ECON 3150/4150, Sprig term 2014. Lecture 3 Ragar Nymoe Uiversity of Oslo 21 Jauary 2014 1 / 30 Itroductio

More information