Plasticty Theory (5p)

Size: px
Start display at page:

Download "Plasticty Theory (5p)"

Transcription

1 Cmputatinal Finite Strain Hyper-Elast Plasticty Thery (5p) à General ü Study nn-linear material and structural respnse (due t material as well as gemetrical effects) ü Fundamental principles fl Cntinuum mechanics ü Cmputatinal prcedures fl FE-prcedures fr nn-linear prblem ü Restrictins Structure mdeling: statics f slids Material mdeling: hyperelasticity (part I), hyperelastplasticity (part 2)

2 L1: Curse utline, Kinematics, [1]: 3.4-5: 1. Curse utline, Repetitin, Kinematics, [1]: 3.4-5: Nn-linear defrmatin map, Defrmatin gradient, Right-left Cauchy-Green defrmatin tensrs, Vlume change, Area change (Nansn's frmula), Spectral decmpsitin, Useful lemmas based n spectral decmpsitin. 2. Kinematics cnt'd, Cnservatin principles, [1]: 4.3 Rate f defrmatin: Spatial velcity gradient tensr, Change f vlume, Frmulatins f the strng frm f the mmentum balance, Static principle f virtual wrk, Cnservatin f mass. 3. Alternative representatins f virtual wrk Alternative wrk induced stress representatins, [1]: 4.5, Stress rates [1]: 4.6, Material peratrs representing linearized stress respnse [2]. 4. Cntinuum thermdynamics Cnservatin f energy: isthermal case, Entrpy inequality: Helmhltz free energy frmulatin, Cnstitutive equatins f hyper-elasticity [1]: Cnstitutive equatins f hyperelasticity, cnt'd Incmpressible materials, [1], 5.5, Ischric vlumetric decupling) 6. Discretizatin and FE frmulatin, assignment 1

3 1. Hyperelast-plasticity L1: Curse utline Basic cncepts: Multiplicative decmpsitin, Thermdynamic preliminaries [2], [3]. Cnstitutive equatins f Hyperelast-plasticity: Prttype mdel. 8. Hyperelast-plasticity, cnt'd Numerical Integratin f flw rule: Basic frmulatin, Nn-linear cnstitutive prblem, Newtn-Raphsn prcedure, Applicatin: prttype mdel based n istrpic elastic and plasticity. 9. Discretizatin and FE frmulatin, assignment 2. Curse wrk and examinatin Pertinent assignments, that invlve cmputer implementatin and calculatins, are given. The cre f the curse wrk cncerns the develpment f (MATLAB) cde fr FE-analysis f hyperelasticity and hyperelastplasticity. Cmpleted curse wrk gives 5 credit pints. Literature [1] J. Bnet and R. D. Wd, Nnlinear cntinuum mechanics fr finite element analysis, 1997 [2] R. Larssn, Multiplicative Finite Strain Hyper-Elast Plasticty - Basic Thery and its Relatin t Numerical Methdlgy, U68, Hållfasthetslära, (KOMMER SOM PDF FIL PÅHEMSIDAN) [3] R. Larssn, Lecture ntes.

4 L1. Repetitin, Kinematics, [1]: à Nn-linear defrmatin map (Fundamental map) à Defrmatin gradient à Right-Left Cauchy-Green defrmatin tensrs à Vlume change, [1], 3.7 à Area change (Nansn's frmula), [1], 3.9 à Spectral decmpsitin à Useful lemmas based n spectral decmpsitin

5 à Nn-linear defrmatin map (Fundamental map) Cnsider fundamental defrmatin map frm the implicit nn-linear functin where x = ϕ@x, td X B 0, x B with B = ϕ@b 0 D

6 à Defrmatin gradient Cnsider stretch vectr λ defined as the directinal derivative λ = d dε» ε 0 ϕ@x +εmd = F M where F is the defrmatin gradient F = ϕ X = ϕ X Nte! material unit vectr M B 0, with» M» = 1. Nte! the stretch vectr λ dented the "push-frward" f M B 0. Nte! defrmatin gradient F defines relatin between material (undefrmed) and spatial (defrmed) line element dx and dϕ = dx, i.e. dϕ =dx = F dx (3)

7

8 à Right-Left Cauchy-Green defrmatin tensrs Cnsider nw the representatin f the stretch vectr and λ =λm withλ=actual stretch and m B λ 2 = λ λ=m HF t FL M = M C M where C is the right Cauchy-Green defrmatin tensr C = F t F = F t 1 F with 1 B Nte! C is dented the "pull-back" 1. (3) Intrduce als material stretch Λ via the representatin: Λ =λm def = m F The actual stretch is then btained as (4) λ 2 = Λ Λ = m HF F t L m = m b m (5) Nte! b = F F t = left Cauchy-Green defrmatin (r Finger) tensr.

9 à Vlume change, [1], 3.7 Relatin between defrmed and undefrmed vlume elements is given dv = JdV 0 with J = det@fd =λ 1 λ 2 λ 3 à Area change (Nansn's frmula), [1], 3.9 Cnsider material pint in B 0, and x B with B = ϕ@b 0 D. Intrduce the vlumes in terms f an arbitrary line elements such that dv 0 = dx da with da = da N dv = dx da with da = da n (3) Frm basic relatins dx = F dx; dv = JdV 0 (4) fl da = JdA F 1 This relatin is smetimes dented the "Nansn's frmula".

10 à Spectral decmpsitin Cnsider defrmatin gradient represented as C = F t 3 F =... = i=1 λ 2 i N i N i = b = F F t 3 2 =... = i=1 λ i n i n i 3 F = i=1 λ i n i N i 8N i < i=1,2,3 = material unit principal stretch directins 8n i < i=1,2,3 = crrespnding unit spatial principal strecth directins 8λ i < i=1,2,3 are the principal stretches Spectral prperties given by eigenvalue prblems 8HC λ 2 i 1L N i = 0, Hb λ 2 i 1L n i = 0,i = 1, 2, 3< Stretch directins satisfy the rthgnality cnditins N i N j = 1 iff i = j N i N j = 0 iff i j = n i n j = 1 iff i = j n i n j = 0 iff i j = (3) (4)

11 à Useful lemmas based n spectral decmpsitin Lemma: Based n the spectral decmpsitin we have that λ i 2 C = N i N i λ i 2 C = 2 λ i λ i C = N i N i λ i C = 1 2 λ i 1 N i N i (3) Lemma: Based n the spectral decmpsitin we have that J C = 1 2 J C 1 (4) Lemma: We have that: J F = J F t (5)

Rigid Body Dynamics (continued)

Rigid Body Dynamics (continued) Last time: Rigid dy Dynamics (cntinued) Discussin f pint mass, rigid bdy as useful abstractins f reality Many-particle apprach t rigid bdy mdeling: Newtn s Secnd Law, Euler s Law Cntinuus bdy apprach t

More information

Modeling the Nonlinear Rheological Behavior of Materials with a Hyper-Exponential Type Function

Modeling the Nonlinear Rheological Behavior of Materials with a Hyper-Exponential Type Function www.ccsenet.rg/mer Mechanical Engineering Research Vl. 1, N. 1; December 011 Mdeling the Nnlinear Rhelgical Behavir f Materials with a Hyper-Expnential Type Functin Marc Delphin Mnsia Département de Physique,

More information

Examiner: Dr. Mohamed Elsharnoby Time: 180 min. Attempt all the following questions Solve the following five questions, and assume any missing data

Examiner: Dr. Mohamed Elsharnoby Time: 180 min. Attempt all the following questions Solve the following five questions, and assume any missing data Benha University Cllege f Engineering at Banha Department f Mechanical Eng. First Year Mechanical Subject : Fluid Mechanics M111 Date:4/5/016 Questins Fr Final Crrective Examinatin Examiner: Dr. Mhamed

More information

Fall 2013 Physics 172 Recitation 3 Momentum and Springs

Fall 2013 Physics 172 Recitation 3 Momentum and Springs Fall 03 Physics 7 Recitatin 3 Mmentum and Springs Purpse: The purpse f this recitatin is t give yu experience wrking with mmentum and the mmentum update frmula. Readings: Chapter.3-.5 Learning Objectives:.3.

More information

Fast Fourier Transform-based micromechanical modeling of polycrystals with direct input from microstructural images

Fast Fourier Transform-based micromechanical modeling of polycrystals with direct input from microstructural images Fast Furier Transfrm-based micrmechanical mdeling f plycrystals with direct input frm micrstructural images Ricard A. Lebenshn (Ls Alams Natinal Labratry, USA) FFT-based frmulatin fr plycrystals: fast

More information

EDA Engineering Design & Analysis Ltd

EDA Engineering Design & Analysis Ltd EDA Engineering Design & Analysis Ltd THE FINITE ELEMENT METHOD A shrt tutrial giving an verview f the histry, thery and applicatin f the finite element methd. Intrductin Value f FEM Applicatins Elements

More information

COUPLED THERMO-MECHANICAL ANALYSES OF DYNAMICALLY LOADED RUBBER CYLINDERS 1

COUPLED THERMO-MECHANICAL ANALYSES OF DYNAMICALLY LOADED RUBBER CYLINDERS 1 COUPLED THERMO-MECHANICAL ANALYSES OF DYNAMICALLY LOADED RUBBER CYLINDERS Arthur R. Jhnsn and Tzi-Kang Chen Army Research Labratry, MS 24 Analytical and Cmputatinal Methds Branch NASA Langley Research

More information

Pressure And Entropy Variations Across The Weak Shock Wave Due To Viscosity Effects

Pressure And Entropy Variations Across The Weak Shock Wave Due To Viscosity Effects Pressure And Entrpy Variatins Acrss The Weak Shck Wave Due T Viscsity Effects OSTAFA A. A. AHOUD Department f athematics Faculty f Science Benha University 13518 Benha EGYPT Abstract:-The nnlinear differential

More information

Kinetics of Particles. Chapter 3

Kinetics of Particles. Chapter 3 Kinetics f Particles Chapter 3 1 Kinetics f Particles It is the study f the relatins existing between the frces acting n bdy, the mass f the bdy, and the mtin f the bdy. It is the study f the relatin between

More information

Study Guide Physics Pre-Comp 2013

Study Guide Physics Pre-Comp 2013 I. Scientific Measurement Metric Units S.I. English Length Meter (m) Feet (ft.) Mass Kilgram (kg) Pund (lb.) Weight Newtn (N) Ounce (z.) r pund (lb.) Time Secnds (s) Secnds (s) Vlume Liter (L) Galln (gal)

More information

Free Vibrations of Catenary Risers with Internal Fluid

Free Vibrations of Catenary Risers with Internal Fluid Prceeding Series f the Brazilian Sciety f Applied and Cmputatinal Mathematics, Vl. 4, N. 1, 216. Trabalh apresentad n DINCON, Natal - RN, 215. Prceeding Series f the Brazilian Sciety f Cmputatinal and

More information

Admissibility Conditions and Asymptotic Behavior of Strongly Regular Graphs

Admissibility Conditions and Asymptotic Behavior of Strongly Regular Graphs Admissibility Cnditins and Asympttic Behavir f Strngly Regular Graphs VASCO MOÇO MANO Department f Mathematics University f Prt Oprt PORTUGAL vascmcman@gmailcm LUÍS ANTÓNIO DE ALMEIDA VIEIRA Department

More information

8 th Grade Math: Pre-Algebra

8 th Grade Math: Pre-Algebra Hardin Cunty Middle Schl (2013-2014) 1 8 th Grade Math: Pre-Algebra Curse Descriptin The purpse f this curse is t enhance student understanding, participatin, and real-life applicatin f middle-schl mathematics

More information

Kinematic transformation of mechanical behavior Neville Hogan

Kinematic transformation of mechanical behavior Neville Hogan inematic transfrmatin f mechanical behavir Neville Hgan Generalized crdinates are fundamental If we assume that a linkage may accurately be described as a cllectin f linked rigid bdies, their generalized

More information

1. INTRODUCTION. In many polymer processing operations, molten polymers. emerge from dies into a stress field which deforms the

1. INTRODUCTION. In many polymer processing operations, molten polymers. emerge from dies into a stress field which deforms the . NTRODUCTON. Histrical ntes f melt spinning prcess n many plymer prcessing peratins, mlten plymers emerge frm dies int a stress field which defrms the melt int a final fabricated shape. This is the case

More information

Increasing Heat Transfer in Microchannels with Surface Acoustic Waves*

Increasing Heat Transfer in Microchannels with Surface Acoustic Waves* Increasing Heat Transfer in Micrchannels with Surface Acustic Waves* Shaun Berry 0/9/04 *This wrk was spnsred by the Department f the Air Frce under Air Frce Cntract #FA87-05-C-000. Opinins, interpretatins,

More information

Yeu-Sheng Paul Shiue, Ph.D 薛宇盛 Professor and Chair Mechanical Engineering Department Christian Brothers University 650 East Parkway South Memphis, TN

Yeu-Sheng Paul Shiue, Ph.D 薛宇盛 Professor and Chair Mechanical Engineering Department Christian Brothers University 650 East Parkway South Memphis, TN Yeu-Sheng Paul Shiue, Ph.D 薛宇盛 Prfessr and Chair Mechanical Engineering Department Christian Brthers University 650 East Parkway Suth Memphis, TN 38104 Office: (901) 321-3424 Rm: N-110 Fax : (901) 321-3402

More information

Ray tracing equations in transversely isotropic media Cosmin Macesanu and Faruq Akbar, Seimax Technologies, Inc.

Ray tracing equations in transversely isotropic media Cosmin Macesanu and Faruq Akbar, Seimax Technologies, Inc. Ray tracing equatins in transversely istrpic media Csmin Macesanu and Faruq Akbar, Seimax Technlgies, Inc. SUMMARY We discuss a simple, cmpact apprach t deriving ray tracing equatins in transversely istrpic

More information

ChE 471: LECTURE 4 Fall 2003

ChE 471: LECTURE 4 Fall 2003 ChE 47: LECTURE 4 Fall 003 IDEL RECTORS One f the key gals f chemical reactin engineering is t quantify the relatinship between prductin rate, reactr size, reactin kinetics and selected perating cnditins.

More information

Computational modeling techniques

Computational modeling techniques Cmputatinal mdeling techniques Lecture 4: Mdel checing fr ODE mdels In Petre Department f IT, Åb Aademi http://www.users.ab.fi/ipetre/cmpmd/ Cntent Stichimetric matrix Calculating the mass cnservatin relatins

More information

Fundamental Concepts in Structural Plasticity

Fundamental Concepts in Structural Plasticity Lecture Fundamental Cncepts in Structural Plasticit Prblem -: Stress ield cnditin Cnsider the plane stress ield cnditin in the principal crdinate sstem, a) Calculate the maximum difference between the

More information

Introduction: A Generalized approach for computing the trajectories associated with the Newtonian N Body Problem

Introduction: A Generalized approach for computing the trajectories associated with the Newtonian N Body Problem A Generalized apprach fr cmputing the trajectries assciated with the Newtnian N Bdy Prblem AbuBar Mehmd, Syed Umer Abbas Shah and Ghulam Shabbir Faculty f Engineering Sciences, GIK Institute f Engineering

More information

Thermodynamics Partial Outline of Topics

Thermodynamics Partial Outline of Topics Thermdynamics Partial Outline f Tpics I. The secnd law f thermdynamics addresses the issue f spntaneity and invlves a functin called entrpy (S): If a prcess is spntaneus, then Suniverse > 0 (2 nd Law!)

More information

Homology groups of disks with holes

Homology groups of disks with holes Hmlgy grups f disks with hles THEOREM. Let p 1,, p k } be a sequence f distinct pints in the interir unit disk D n where n 2, and suppse that fr all j the sets E j Int D n are clsed, pairwise disjint subdisks.

More information

Stress-Strain In. Plasticity and Generalized. Limit Equilibrium, Geotechnical Engineering Z. P. BAIANT. Proceedings of the Workshop on

Stress-Strain In. Plasticity and Generalized. Limit Equilibrium, Geotechnical Engineering Z. P. BAIANT. Proceedings of the Workshop on Baiant, Z.P. Ansal, A. M., and Krizek, R. J. (1981). Critical appraisal f endchrnic thery fr sils." Prc., Wrlcshp n Umit Equilibrium, Plasticity and Generalized Stress-strain in Getechnical Engineering,

More information

More Tutorial at

More Tutorial at Answer each questin in the space prvided; use back f page if extra space is needed. Answer questins s the grader can READILY understand yur wrk; nly wrk n the exam sheet will be cnsidered. Write answers,

More information

(1.1) V which contains charges. If a charge density ρ, is defined as the limit of the ratio of the charge contained. 0, and if a force density f

(1.1) V which contains charges. If a charge density ρ, is defined as the limit of the ratio of the charge contained. 0, and if a force density f 1.0 Review f Electrmagnetic Field Thery Selected aspects f electrmagnetic thery are reviewed in this sectin, with emphasis n cncepts which are useful in understanding magnet design. Detailed, rigrus treatments

More information

Thermodynamics and Equilibrium

Thermodynamics and Equilibrium Thermdynamics and Equilibrium Thermdynamics Thermdynamics is the study f the relatinship between heat and ther frms f energy in a chemical r physical prcess. We intrduced the thermdynamic prperty f enthalpy,

More information

Effects of time and rate on the stress-strain-strength behavior of soils

Effects of time and rate on the stress-strain-strength behavior of soils Japanese Getechnical Sciety Special Publicatin The 15th Asian Reginal Cnference n Sil Mechanics and Getechnical Engineering Effects f time and rate n the stress-strain-strength behavir f sils Jian-Hua

More information

5 th grade Common Core Standards

5 th grade Common Core Standards 5 th grade Cmmn Cre Standards In Grade 5, instructinal time shuld fcus n three critical areas: (1) develping fluency with additin and subtractin f fractins, and develping understanding f the multiplicatin

More information

A Robust, Compressible, Hyperelastic Constitutive Model for the Mechanical Response of Foamed Rubber

A Robust, Compressible, Hyperelastic Constitutive Model for the Mechanical Response of Foamed Rubber TECHNISCHE MECHANIK, 36, -2, (206), 88-0 submitted: July 27, 205 A Rbust, Cmpressible, Hyperelastic Cnstitutive Mdel fr the Mechanical Respnse f Famed Rubber M. Lewis An verview f the rles that cellular

More information

Compressibility Effects

Compressibility Effects Definitin f Cmpressibility All real substances are cmpressible t sme greater r lesser extent; that is, when yu squeeze r press n them, their density will change The amunt by which a substance can be cmpressed

More information

Math 302 Learning Objectives

Math 302 Learning Objectives Multivariable Calculus (Part I) 13.1 Vectrs in Three-Dimensinal Space Math 302 Learning Objectives Plt pints in three-dimensinal space. Find the distance between tw pints in three-dimensinal space. Write

More information

3D FE Modeling Simulation of Cold Rotary Forging with Double Symmetry Rolls X. H. Han 1, a, L. Hua 1, b, Y. M. Zhao 1, c

3D FE Modeling Simulation of Cold Rotary Forging with Double Symmetry Rolls X. H. Han 1, a, L. Hua 1, b, Y. M. Zhao 1, c Materials Science Frum Online: 2009-08-31 ISSN: 1662-9752, Vls. 628-629, pp 623-628 di:10.4028/www.scientific.net/msf.628-629.623 2009 Trans Tech Publicatins, Switzerland 3D FE Mdeling Simulatin f Cld

More information

Chapter 2 -- Derivation of Basic Equations

Chapter 2 -- Derivation of Basic Equations Chapter -- Derivatin f Basic Equatins. Overview In structural analysis, plates and shells are defined as bdies which are bunded by tw surfaces, where the distance between the bunding surfaces is small

More information

Application of APW Pseudopotential Form Factor in the Calculation of Liquid Metal Resistivities.

Application of APW Pseudopotential Form Factor in the Calculation of Liquid Metal Resistivities. Internatinal Jurnal f Pure and Applied Physics. ISSN 097-1776 Vlume 8, Number (01), pp. 11-117 Research India Publicatins http://www.ripublicatin.cm/pap.htm Applicatin f APW Pseudptential Frm Factr in

More information

7 TH GRADE MATH STANDARDS

7 TH GRADE MATH STANDARDS ALGEBRA STANDARDS Gal 1: Students will use the language f algebra t explre, describe, represent, and analyze number expressins and relatins 7 TH GRADE MATH STANDARDS 7.M.1.1: (Cmprehensin) Select, use,

More information

Entropy. Chapter The Clausius Inequality and Entropy

Entropy. Chapter The Clausius Inequality and Entropy Chapter 7 Entrpy In the preceding chapter we btained a number f imprtant results by applying the secnd law t cyclic prcesses assciated with heat engines and reversed heat engines perating with ne and tw

More information

Schedule. Time Varying electromagnetic fields (1 Week) 6.1 Overview 6.2 Faraday s law (6.2.1 only) 6.3 Maxwell s equations

Schedule. Time Varying electromagnetic fields (1 Week) 6.1 Overview 6.2 Faraday s law (6.2.1 only) 6.3 Maxwell s equations chedule Time Varying electrmagnetic fields (1 Week) 6.1 Overview 6.2 Faraday s law (6.2.1 nly) 6.3 Maxwell s equatins Wave quatin (3 Week) 6.5 Time-Harmnic fields 7.1 Overview 7.2 Plane Waves in Lssless

More information

Theoretical study of third virial coefficient with Kihara potential

Theoretical study of third virial coefficient with Kihara potential Theretical study f third virial cefficient with Kihara ptential Jurnal: Manuscript ID cjp-017-0705.r Manuscript Type: Article Date Submitted by the Authr: 6-Dec-017 Cmplete List f Authrs: Smuncu E.; Giresun

More information

Competency Statements for Wm. E. Hay Mathematics for grades 7 through 12:

Competency Statements for Wm. E. Hay Mathematics for grades 7 through 12: Cmpetency Statements fr Wm. E. Hay Mathematics fr grades 7 thrugh 12: Upn cmpletin f grade 12 a student will have develped a cmbinatin f sme/all f the fllwing cmpetencies depending upn the stream f math

More information

EASTERN ARIZONA COLLEGE Precalculus Trigonometry

EASTERN ARIZONA COLLEGE Precalculus Trigonometry EASTERN ARIZONA COLLEGE Precalculus Trignmetry Curse Design 2017-2018 Curse Infrmatin Divisin Mathematics Curse Number MAT 181 Title Precalculus Trignmetry Credits 3 Develped by Gary Rth Lecture/Lab Rati

More information

Equilibrium of Stress

Equilibrium of Stress Equilibrium f Stress Cnsider tw perpendicular planes passing thrugh a pint p. The stress cmpnents acting n these planes are as shwn in ig. 3.4.1a. These stresses are usuall shwn tgether acting n a small

More information

Assume that the water in the nozzle is accelerated at a rate such that the frictional effect can be neglected.

Assume that the water in the nozzle is accelerated at a rate such that the frictional effect can be neglected. 1 HW #3: Cnservatin f Linear Mmentum, Cnservatin f Energy, Cnservatin f Angular Mmentum and Turbmachines, Bernulli s Equatin, Dimensinal Analysis, and Pipe Flws Prblem 1. Cnservatins f Mass and Linear

More information

AC : ANALYTICAL SYNTHESIS AND ANALYSIS OF MECHANISMS USING MATLAB AND SIMULINK

AC : ANALYTICAL SYNTHESIS AND ANALYSIS OF MECHANISMS USING MATLAB AND SIMULINK AC 007-190: ANALYTICAL SYNTHESIS AND ANALYSIS OF MECHANISMS USING MATLAB AND SIMULINK Ali Mhammadzadeh, Grand Valley State University ALI R. MOHAMMADZADEH is currently assistant prfessr f engineering at

More information

THE TOPOLOGY OF SURFACE SKIN FRICTION AND VORTICITY FIELDS IN WALL-BOUNDED FLOWS

THE TOPOLOGY OF SURFACE SKIN FRICTION AND VORTICITY FIELDS IN WALL-BOUNDED FLOWS THE TOPOLOGY OF SURFACE SKIN FRICTION AND VORTICITY FIELDS IN WALL-BOUNDED FLOWS M.S. Chng Department f Mechanical Engineering The University f Melburne Victria 3010 AUSTRALIA min@unimelb.edu.au J.P. Mnty

More information

ENGINEERING COUNCIL CERTIFICATE LEVEL THERMODYNAMIC, FLUID AND PROCESS ENGINEERING C106 TUTORIAL 5 THE VISCOUS NATURE OF FLUIDS

ENGINEERING COUNCIL CERTIFICATE LEVEL THERMODYNAMIC, FLUID AND PROCESS ENGINEERING C106 TUTORIAL 5 THE VISCOUS NATURE OF FLUIDS ENGINEERING COUNCIL CERTIFICATE LEVEL THERMODYNAMIC, FLUID AND PROCESS ENGINEERING C106 TUTORIAL 5 THE VISCOUS NATURE OF FLUIDS On cmpletin f this tutrial yu shuld be able t d the fllwing. Define viscsity

More information

Math Foundations 20 Work Plan

Math Foundations 20 Work Plan Math Fundatins 20 Wrk Plan Units / Tpics 20.8 Demnstrate understanding f systems f linear inequalities in tw variables. Time Frame December 1-3 weeks 6-10 Majr Learning Indicatrs Identify situatins relevant

More information

Computational Methods CMSC/AMSC/MAPL 460. Ramani Duraiswami, Dept. of Computer Science

Computational Methods CMSC/AMSC/MAPL 460. Ramani Duraiswami, Dept. of Computer Science Cmputatinal Methds CMSC/AMSC/MAPL 460 Ramani Duraiswami, Dept. f Cmputer Science Curse Gals Intrductin t the use f scientific cmputing techniques t slve prblems in varius dmains Understand principles behind

More information

Revision: August 19, E Main Suite D Pullman, WA (509) Voice and Fax

Revision: August 19, E Main Suite D Pullman, WA (509) Voice and Fax .7.4: Direct frequency dmain circuit analysis Revisin: August 9, 00 5 E Main Suite D Pullman, WA 9963 (509) 334 6306 ice and Fax Overview n chapter.7., we determined the steadystate respnse f electrical

More information

CHEM-443, Fall 2013, Section 010 Midterm 2 November 4, 2013

CHEM-443, Fall 2013, Section 010 Midterm 2 November 4, 2013 CHEM-443, Fall 2013, Sectin 010 Student Name Midterm 2 Nvember 4, 2013 Directins: Please answer each questin t the best f yur ability. Make sure yur respnse is legible, precise, includes relevant dimensinal

More information

Stress and Failure Analysis of Laminated Composite Structures

Stress and Failure Analysis of Laminated Composite Structures PDHnline Curse M37 (6 PDH) Stress and Failure Analysis f aminated Cmpsite Structures Instructr: Jhn J. Engblm, Ph.D., PE PDH Online PDH Center 57 Meadw Estates Drive Fairfax, VA 3-6658 Phne & Fax: 73-988-88

More information

Engineering Decision Methods

Engineering Decision Methods GSOE9210 vicj@cse.unsw.edu.au www.cse.unsw.edu.au/~gs9210 Maximin and minimax regret 1 2 Indifference; equal preference 3 Graphing decisin prblems 4 Dminance The Maximin principle Maximin and minimax Regret

More information

Conceptual Dynamics SDC. An Interactive Text and Workbook. Kirstie Plantenberg Richard Hill. Better Textbooks. Lower Prices.

Conceptual Dynamics SDC. An Interactive Text and Workbook. Kirstie Plantenberg Richard Hill. Better Textbooks. Lower Prices. Cnceptual Dynamics An Interactive Text and Wrkbk Kirstie Plantenberg Richard Hill SDC P U B L I C AT I O N S Better Textbks. Lwer Prices. www.sdcpublicatins.cm Pwered by TCPDF (www.tcpdf.rg) Visit the

More information

A Scalable Recurrent Neural Network Framework for Model-free

A Scalable Recurrent Neural Network Framework for Model-free A Scalable Recurrent Neural Netwrk Framewrk fr Mdel-free POMDPs April 3, 2007 Zhenzhen Liu, Itamar Elhanany Machine Intelligence Lab Department f Electrical and Cmputer Engineering The University f Tennessee

More information

The blessing of dimensionality for kernel methods

The blessing of dimensionality for kernel methods fr kernel methds Building classifiers in high dimensinal space Pierre Dupnt Pierre.Dupnt@ucluvain.be Classifiers define decisin surfaces in sme feature space where the data is either initially represented

More information

OUTSIDE vs. INSIDE CREASING

OUTSIDE vs. INSIDE CREASING Divisin f Packaging Lgistics Divisin f Slid Mechanics ISRN LUTMDN/TMFL-09/5064 OUTSIDE vs. INSIDE CREASING - A PARAMETER STUDY Master s Thesis by Jennie Lillienberg and Emma Lörd Supervisrs Magnus Just,

More information

22.54 Neutron Interactions and Applications (Spring 2004) Chapter 11 (3/11/04) Neutron Diffusion

22.54 Neutron Interactions and Applications (Spring 2004) Chapter 11 (3/11/04) Neutron Diffusion .54 Neutrn Interactins and Applicatins (Spring 004) Chapter (3//04) Neutrn Diffusin References -- J. R. Lamarsh, Intrductin t Nuclear Reactr Thery (Addisn-Wesley, Reading, 966) T study neutrn diffusin

More information

7.0 Heat Transfer in an External Laminar Boundary Layer

7.0 Heat Transfer in an External Laminar Boundary Layer 7.0 Heat ransfer in an Eternal Laminar Bundary Layer 7. Intrductin In this chapter, we will assume: ) hat the fluid prperties are cnstant and unaffected by temperature variatins. ) he thermal & mmentum

More information

ABSOLUTE STRESS DETERMINATION FROM ANGULAR DEPENDENCE

ABSOLUTE STRESS DETERMINATION FROM ANGULAR DEPENDENCE ABSOLUTE STRESS DETERMINATION FROM ANGULAR DEPENDENCE OF ULTRASONIC VELOCITIES IN ORTHOTROPIC MATERIALS A. D. Degtyar and S. I. Rkhlin The Ohi State University Nndestructive Evaluatin Prgram Clumbus, Ohi

More information

Lecture 7 Further Development of Theory and Applications

Lecture 7 Further Development of Theory and Applications P4 Stress and Strain Dr. A.B. Zavatsk HT08 Lecture 7 Further Develpment f Ther and Applicatins Hke s law fr plane stress. Relatinship between the elastic cnstants. lume change and bulk mdulus. Spherical

More information

Lecture 13: Electrochemical Equilibria

Lecture 13: Electrochemical Equilibria 3.012 Fundamentals f Materials Science Fall 2005 Lecture 13: 10.21.05 Electrchemical Equilibria Tday: LAST TIME...2 An example calculatin...3 THE ELECTROCHEMICAL POTENTIAL...4 Electrstatic energy cntributins

More information

Bootstrap Method > # Purpose: understand how bootstrap method works > obs=c(11.96, 5.03, 67.40, 16.07, 31.50, 7.73, 11.10, 22.38) > n=length(obs) >

Bootstrap Method > # Purpose: understand how bootstrap method works > obs=c(11.96, 5.03, 67.40, 16.07, 31.50, 7.73, 11.10, 22.38) > n=length(obs) > Btstrap Methd > # Purpse: understand hw btstrap methd wrks > bs=c(11.96, 5.03, 67.40, 16.07, 31.50, 7.73, 11.10, 22.38) > n=length(bs) > mean(bs) [1] 21.64625 > # estimate f lambda > lambda = 1/mean(bs);

More information

ENGI 1313 Mechanics I

ENGI 1313 Mechanics I ENGI 1313 Mechanics I Lecture 11: 2D and 3D Particle Equilibrium Shawn Kenny, Ph.D., P.Eng. Assistant Prfessr aculty f Engineering and Applied Science Memrial University f Newfundland spkenny@engr.mun.ca

More information

Computational modeling techniques

Computational modeling techniques Cmputatinal mdeling techniques Lecture 2: Mdeling change. In Petre Department f IT, Åb Akademi http://users.ab.fi/ipetre/cmpmd/ Cntent f the lecture Basic paradigm f mdeling change Examples Linear dynamical

More information

Building to Transformations on Coordinate Axis Grade 5: Geometry Graph points on the coordinate plane to solve real-world and mathematical problems.

Building to Transformations on Coordinate Axis Grade 5: Geometry Graph points on the coordinate plane to solve real-world and mathematical problems. Building t Transfrmatins n Crdinate Axis Grade 5: Gemetry Graph pints n the crdinate plane t slve real-wrld and mathematical prblems. 5.G.1. Use a pair f perpendicular number lines, called axes, t define

More information

AP Physics Kinematic Wrap Up

AP Physics Kinematic Wrap Up AP Physics Kinematic Wrap Up S what d yu need t knw abut this mtin in tw-dimensin stuff t get a gd scre n the ld AP Physics Test? First ff, here are the equatins that yu ll have t wrk with: v v at x x

More information

Chapter 23 Electromagnetic Waves Lecture 14

Chapter 23 Electromagnetic Waves Lecture 14 Chapter 23 Electrmagnetic Waves Lecture 14 23.1 The Discvery f Electrmagnetic Waves 23.2 Prperties f Electrmagnetic Waves 23.3 Electrmagnetic Waves Carry Energy and Mmentum 23.4 Types f Electrmagnetic

More information

MODULE FOUR. This module addresses functions. SC Academic Elementary Algebra Standards:

MODULE FOUR. This module addresses functions. SC Academic Elementary Algebra Standards: MODULE FOUR This mdule addresses functins SC Academic Standards: EA-3.1 Classify a relatinship as being either a functin r nt a functin when given data as a table, set f rdered pairs, r graph. EA-3.2 Use

More information

2. Introduction to plastic deformation of crystals

2. Introduction to plastic deformation of crystals .1. Micrscpic mdels f plastic defrmatin f crystalline slids. Intrductin t plastic defrmatin f crystals As we knw frm fundamentals f plastic defrmatin f crystalline slids (e.g. [36]), Hke s law is valid

More information

Support-Vector Machines

Support-Vector Machines Supprt-Vectr Machines Intrductin Supprt vectr machine is a linear machine with sme very nice prperties. Haykin chapter 6. See Alpaydin chapter 13 fr similar cntent. Nte: Part f this lecture drew material

More information

Transduction Based on Changes in the Energy Stored in an Electrical Field

Transduction Based on Changes in the Energy Stored in an Electrical Field Lecture 6-3 Transductin Based n Changes in the Energy Stred in an Electrical ield Department f Mechanical Engineering Example:Capacitive Pressure Sensr Pressure sensitive capacitive device With separatin

More information

Chapters 29 and 35 Thermochemistry and Chemical Thermodynamics

Chapters 29 and 35 Thermochemistry and Chemical Thermodynamics Chapters 9 and 35 Thermchemistry and Chemical Thermdynamics 1 Cpyright (c) 011 by Michael A. Janusa, PhD. All rights reserved. Thermchemistry Thermchemistry is the study f the energy effects that accmpany

More information

Analysis of the Effect of Die Angle Variation on the Behavior of Temperature Profile in Extrusion Process by using ANSYS Poly Flow Software

Analysis of the Effect of Die Angle Variation on the Behavior of Temperature Profile in Extrusion Process by using ANSYS Poly Flow Software .ijemr.net ISSN (ONLINE): 2250-0758, ISSN (PRINT): 2394-6962 Vlume-7, Issue-3, May-June 2017 Internatinal Jurnal f Engineering and Management Research Page Number: 494-500 Analysis f the Effect f Die Angle

More information

A Few Basic Facts About Isothermal Mass Transfer in a Binary Mixture

A Few Basic Facts About Isothermal Mass Transfer in a Binary Mixture Few asic Facts but Isthermal Mass Transfer in a inary Miture David Keffer Department f Chemical Engineering University f Tennessee first begun: pril 22, 2004 last updated: January 13, 2006 dkeffer@utk.edu

More information

Curvature Effects on Thermal Buckling Load of DWCNT Under Axial Compression Force

Curvature Effects on Thermal Buckling Load of DWCNT Under Axial Compression Force Jurnal f Slid Mechanics Vl. 3,. (0) pp. -8 Curvature Effects n Thermal Buckling Lad f DWCT Under Aial Cmpressin Frce A. Ghrbanpur Arani,,*, M. Mhammadimehr, M. Ghazi Department f Mechanical Engineering,

More information

Surface and Contact Stress

Surface and Contact Stress Surface and Cntact Stress The cncept f the frce is fundamental t mechanics and many imprtant prblems can be cast in terms f frces nly, fr example the prblems cnsidered in Chapter. Hwever, mre sphisticated

More information

Design and Simulation of Dc-Dc Voltage Converters Using Matlab/Simulink

Design and Simulation of Dc-Dc Voltage Converters Using Matlab/Simulink American Jurnal f Engineering Research (AJER) 016 American Jurnal f Engineering Research (AJER) e-issn: 30-0847 p-issn : 30-0936 Vlume-5, Issue-, pp-9-36 www.ajer.rg Research Paper Open Access Design and

More information

Lecture 17: Free Energy of Multi-phase Solutions at Equilibrium

Lecture 17: Free Energy of Multi-phase Solutions at Equilibrium Lecture 17: 11.07.05 Free Energy f Multi-phase Slutins at Equilibrium Tday: LAST TIME...2 FREE ENERGY DIAGRAMS OF MULTI-PHASE SOLUTIONS 1...3 The cmmn tangent cnstructin and the lever rule...3 Practical

More information

Non-singular dislocation fields

Non-singular dislocation fields Hme Search Cllectins Jurnals Abut Cntact us My IOPscience Nn-singular dislcatin fields This article has been dwnladed frm IOPscience. Please scrll dwn t see the full text article. 009 IOP Cnf. Ser.: Mater.

More information

Elastic waves in heterogeneous materials as in multiscale-multifield continua

Elastic waves in heterogeneous materials as in multiscale-multifield continua Prc. Estnian Acad. Sci. Phys. Math., 007, 56,, 100 107 Elastic waves in hetergeneus materials as in multiscale-multifield cntinua Patrizia Trvalusci and Giuseppe Rega Department f Structural Engineering

More information

Design and Analysis of Gas Turbine Blade by Potential Flow Approach

Design and Analysis of Gas Turbine Blade by Potential Flow Approach V. Vijaya kumar et al Int. Jurnal f Engineering Research and Applicatins RESEARCH ARTICLE OPEN ACCESS Design and Analysis f Gas Turbine Blade by Ptential Flw Apprach V. Vijaya Kumar 1, R. Lalitha Narayana

More information

Lecture 23: Lattice Models of Materials; Modeling Polymer Solutions

Lecture 23: Lattice Models of Materials; Modeling Polymer Solutions Lecture 23: 12.05.05 Lattice Mdels f Materials; Mdeling Plymer Slutins Tday: LAST TIME...2 The Bltzmann Factr and Partitin Functin: systems at cnstant temperature...2 A better mdel: The Debye slid...3

More information

Image Processing Adam Finkelstein & Tim Weyrich Princeton University

Image Processing Adam Finkelstein & Tim Weyrich Princeton University Syllabus I. Image prcessing II. Mdeling Cmputer Animatin III. Rendering Rendering IV. Animatin (Michael Bstck, CS426, Fall99) Image Prcessing Adam Finkelstein & Tim Weyrich Princetn University (Rusty Cleman,

More information

Chapter 9 Vector Differential Calculus, Grad, Div, Curl

Chapter 9 Vector Differential Calculus, Grad, Div, Curl Chapter 9 Vectr Differential Calculus, Grad, Div, Curl 9.1 Vectrs in 2-Space and 3-Space 9.2 Inner Prduct (Dt Prduct) 9.3 Vectr Prduct (Crss Prduct, Outer Prduct) 9.4 Vectr and Scalar Functins and Fields

More information

OF SIMPLY SUPPORTED PLYWOOD PLATES UNDER COMBINED EDGEWISE BENDING AND COMPRESSION

OF SIMPLY SUPPORTED PLYWOOD PLATES UNDER COMBINED EDGEWISE BENDING AND COMPRESSION U. S. FOREST SERVICE RESEARCH PAPER FPL 50 DECEMBER U. S. DEPARTMENT OF AGRICULTURE FOREST SERVICE FOREST PRODUCTS LABORATORY OF SIMPLY SUPPORTED PLYWOOD PLATES UNDER COMBINED EDGEWISE BENDING AND COMPRESSION

More information

On Boussinesq's problem

On Boussinesq's problem Internatinal Jurnal f Engineering Science 39 (2001) 317±322 www.elsevier.cm/lcate/ijengsci On Bussinesq's prblem A.P.S. Selvadurai * Department f Civil Engineering and Applied Mechanics, McGill University,

More information

Mathematics Methods Units 1 and 2

Mathematics Methods Units 1 and 2 Mathematics Methds Units 1 and 2 Mathematics Methds is an ATAR curse which fcuses n the use f calculus and statistical analysis. The study f calculus prvides a basis fr understanding rates f change in

More information

February 28, 2013 COMMENTS ON DIFFUSION, DIFFUSIVITY AND DERIVATION OF HYPERBOLIC EQUATIONS DESCRIBING THE DIFFUSION PHENOMENA

February 28, 2013 COMMENTS ON DIFFUSION, DIFFUSIVITY AND DERIVATION OF HYPERBOLIC EQUATIONS DESCRIBING THE DIFFUSION PHENOMENA February 28, 2013 COMMENTS ON DIFFUSION, DIFFUSIVITY AND DERIVATION OF HYPERBOLIC EQUATIONS DESCRIBING THE DIFFUSION PHENOMENA Mental Experiment regarding 1D randm walk Cnsider a cntainer f gas in thermal

More information

Microfacet models for refraction through rough surfaces

Microfacet models for refraction through rough surfaces Micrfacet mdels fr refractin thrugh rugh surfaces Bruce Walter Steve Marschner Hngsng Li Ken Trrance Crnell University Prgram f Cmputer Graphics Diffuse transmissin measured transmissin grund glass interface

More information

DESIGN OPTIMIZATION OF HIGH-LIFT CONFIGURATIONS USING A VISCOUS ADJOINT-BASED METHOD

DESIGN OPTIMIZATION OF HIGH-LIFT CONFIGURATIONS USING A VISCOUS ADJOINT-BASED METHOD DESIGN OPTIMIZATION OF HIGH-LIFT CONFIGURATIONS USING A VISCOUS ADJOINT-BASED METHOD Sangh Kim Stanfrd University Juan J. Alns Stanfrd University Antny Jamesn Stanfrd University 40th AIAA Aerspace Sciences

More information

1 The limitations of Hartree Fock approximation

1 The limitations of Hartree Fock approximation Chapter: Pst-Hartree Fck Methds - I The limitatins f Hartree Fck apprximatin The n electrn single determinant Hartree Fck wave functin is the variatinal best amng all pssible n electrn single determinants

More information

Introductory Thoughts

Introductory Thoughts Flw Similarity By using the Buckingham pi therem, we have reduced the number f independent variables frm five t tw If we wish t run a series f wind-tunnel tests fr a given bdy at a given angle f attack,

More information

Calculus AB (Pre Requisites: Pre-Calculus)

Calculus AB (Pre Requisites: Pre-Calculus) Curse Descriptin and Overview Calculus AB (Pre Requisites: Pre-Calculus) Overview The gal f the Calculus AB is t intrduce the first part f Calculus t students. The curse will g int depth t Limits and Cntinuity

More information

Mass Production Rate. Solid Propellant Burning Rate

Mass Production Rate. Solid Propellant Burning Rate Mass Prductin Rate Prpellant cnverted t gas at rate given by m r (VI.) s b (Surface) Regressin Rate r r dx smetimes r b standard mdel (Burning Rate Law r St. Rbert s Law, als Vielle s Law) n (VI.2) r ap

More information

Module 3: Gaussian Process Parameter Estimation, Prediction Uncertainty, and Diagnostics

Module 3: Gaussian Process Parameter Estimation, Prediction Uncertainty, and Diagnostics Mdule 3: Gaussian Prcess Parameter Estimatin, Predictin Uncertainty, and Diagnstics Jerme Sacks and William J Welch Natinal Institute f Statistical Sciences and University f British Clumbia Adapted frm

More information

ON THE EFFECTIVENESS OF POROSITY ON UNSTEADY COUETTE FLOW AND HEAT TRANSFER BETWEEN PARALLEL POROUS PLATES WITH EXPONENTIAL DECAYING PRESSURE GRADIENT

ON THE EFFECTIVENESS OF POROSITY ON UNSTEADY COUETTE FLOW AND HEAT TRANSFER BETWEEN PARALLEL POROUS PLATES WITH EXPONENTIAL DECAYING PRESSURE GRADIENT 17 Kragujevac J. Sci. 8 (006) 17-4. ON THE EFFECTIVENESS OF POROSITY ON UNSTEADY COUETTE FLOW AND HEAT TRANSFER BETWEEN PARALLEL POROUS PLATES WITH EXPONENTIAL DECAYING PRESSURE GRADIENT Hazem Ali Attia

More information

UNIT 1 COPLANAR AND NON-COPLANAR FORCES

UNIT 1 COPLANAR AND NON-COPLANAR FORCES UNIT 1 COPLANA AND NON-COPLANA FOCES Cplanar and Nn-Cplanar Frces Structure 1.1 Intrductin Objectives 1. System f Frces 1.3 Cplanar Frce 1.3.1 Law f Parallelgram f Frces 1.3. Law f Plygn f Frces 1.3.3

More information

The Sputtering Problem James A Glackin, James V. Matheson

The Sputtering Problem James A Glackin, James V. Matheson The Sputtering Prblem James A Glackin, James V. Mathesn I prpse t cnsider first the varius elements f the subject, next its varius parts r sectins, and finally the whle in its internal structure. In ther

More information

The Destabilization of Rossby Normal Modes by Meridional Baroclinic Shear

The Destabilization of Rossby Normal Modes by Meridional Baroclinic Shear The Destabilizatin f Rssby Nrmal Mdes by Meridinal Barclinic Shear by Jseph Pedlsky Wds Hle Oceangraphic Institutin Wds Hle, MA 0543 Abstract The Rssby nrmal mdes f a tw-layer fluid in a meridinal channel

More information