One-Parameter Residual Equations

Size: px
Start display at page:

Download "One-Parameter Residual Equations"

Transcription

1 4 One-Parameter Residual Equations NFEM Ch 4 Slide 1

2 Total Force Residual Equation with One Control Parameter r(u, ) = 0 total force residual state vector staging parameter = single control parameter Derivatives with respect to will be often abbreviated with primes. For example u = u r = 2 r 2 = 1 = 0 NFEM Ch 4 Slide 2

3 Residual Derivatives Parametric representation of state and control as functions of pseudotime t : u = u(t) = (t) First two derivatives wrt t in matrix form:... r = K u q r = K u + K u q q in which K = r u, q = r = r NFEM Ch 4 Slide 3

4 Rate (Incremental) Equations These are obtained by setting residual derivatives to zero. First order incremental equation:... r = 0 or K u = q Second order incremental equation: r = 0 or K u + K u = q + q Both are systems of ordinary differential equations (ODE) in pseudotime t NFEM Ch 4 Slide 4

5 Incremental Velocity The first order rate equation introduced in last slide is... r = 0 or K u = q If K is nonsingular (a regular equilibrium point)... def. 1 u = K q = u' = v in which 1 v = u' = K q is called the incremental velocity NFEM Ch 4 Slide 5

6 Separable Residuals and Proportional Loading The balanced force residual form of r(u, ) = 0 is p(u) = f(u, ) If the external forces do not depend on the state p(u) = f( ) the residual is called separable. Furthermore if f is linear in, the loading is said to be proportional. NFEM Ch 4 Slide 6

7 Response Plots: Positive and NegativeTraversal Sense Response curve r = 0 (primary equilibrium path) u + Pseudo-time t increasing Pseudo-time t decreasing u t P t + Positive tangent vector Negative tangent vector u NFEM Ch 4 Slide 7

8 Response Visualization P(u, ) t + normal "hyperplane" at P P(u, ) t + positive tangent vector at P positive tangent vector at P equilibrium path r = 0 equilibrium path r = 0 u u Incremental flow Flow orthogonal envelope NFEM Ch 4 Slide 8

9 Example of Previous Lecture A E,A constant B A C' P = EA B θ θ u C k = β EA L k L 2L L NFEM Ch 4 Slide 9

10 Example Problem Response With a Compressible Initial Strain Load factor = P/EA Response using Green-Lagrange strain measure and e = β = 1 β = 1/10 β = 1/100, 1/1000 (indistinguishable at plot scale) Dimensionless displacement µ = u/l NFEM Ch 4 Slide 10

11 Load factor = P/EA Incremental Flow for Previous Response Dimensionless displacement µ = u/l Done by setting r(µ, ) = r c(a constant) value), solving for = (µ, r c), and plotting response curves for sample values of r shown on Figure c NFEM Ch 4 Slide 11

12 Incremental Flow Using Contour Plots r=µ*(β+(2*e0+µ^2)/sqrt[1+µ^2])-; r=simplify[r/.{β->1/10,e0->-0.2}]; ContourPlot[-r,{µ,-1,1},{,-0.25,.25},PlotPoints->101]; ContourPlot[-Sqrt[Abs[r]],{µ,-1,1},{,-0.25,.25},PlotPoints->101]; ContourPlot[-Sqrt[Abs[r]],{µ,-1,1},{,-0.25,.25},PlotPoints->301]; Does not require solving for (which may be inconvenient or impossible), but care must be taken to get reasonably good grading near r = 0, as well as sufficient plot resolution there NFEM Ch 4 Slide 12

13 Incremental Flow for Multiple DOF Problem r = 0 r = 0 u2 u2 u 1 u 1 NFEM Ch 4 Slide 13

14 Tangent Vector and Normal Hyperplane Normal.. hyperplane T v u + = 0 at P P t + + sense of increasing t P t + Equilibrium path r = 0 u 2 u 1 NFEM Ch 4 Slide 14

15 ArcLength Distance Normal hyperplane at P P s Q Positive tangent direction Equilibrium path r = 0 u 2 u 1 NFEM Ch 4 Slide 15

16 Unnormalized t = Tangent Vector [ ] u = [ ] v 1 P P Normal.. hyperplane T v u + = 0 at P t + + sense of increasing t r = 0 Normalized unit tangent vector with positive sense [ ] + v/f t u = 1/f in which u 1 t + Equilibrium path u 2 f = t =+ t 2 =+ 1 + v T v is a normalization factor NFEM Ch 4 Slide 16

17 ArcLength Distance and Orthogonal Flow Normal hyperplane at P The orthogonal hyperplane equation is (see Figure) P s Q Positive tangent direction where u = u u v T u + = 0 P = are increments from P. Dividing by s and t and passing to the limit we get v T.. u + = 0 as the differential equation for the orthogonal flow envelope P u 1 r = 0 Equilibrium path u 2 NFEM Ch 4 Slide 17

Residual Force Equations

Residual Force Equations 3 Residual Force Equations NFEM Ch 3 Slide 1 Total Force Residual Equation Vector form r(u,λ) = 0 r = total force residual vector u = state vector with displacement DOF Λ = array of control parameters

More information

Overview of Solution Methods

Overview of Solution Methods 20 Overview of Solution Methods NFEM Ch 20 Slide 1 Nonlinear Structural Analysis is a Multilevel Continuation Process Stages Increments Iterations Individual stage Increments Iterations NFEM Ch 20 Slide

More information

Nonlinear FEM. Critical Points. NFEM Ch 5 Slide 1

Nonlinear FEM. Critical Points. NFEM Ch 5 Slide 1 5 Critical Points NFEM Ch 5 Slide Assumptions for this Chapter System is conservative: total residual is the gradient of a total potential energy function r(u,λ) = (u,λ) u Consequence: the tangent stiffness

More information

PHYSICS 110A : CLASSICAL MECHANICS PROBLEM SET #5. (x). (g) Find the force of constraint which keeps the bead on the wire.

PHYSICS 110A : CLASSICAL MECHANICS PROBLEM SET #5. (x). (g) Find the force of constraint which keeps the bead on the wire. PHYSICS 110A : CLASSICAL MECHANICS PROBLEM SET #5 [1] A bead of mass m slides frictionlessly along a wire curve z = x 2 /2b, where b > 0. The wire rotates with angular frequency ω about the ẑ axis. (a)

More information

. D CR Nomenclature D 1

. D CR Nomenclature D 1 . D CR Nomenclature D 1 Appendix D: CR NOMENCLATURE D 2 The notation used by different investigators working in CR formulations has not coalesced, since the topic is in flux. This Appendix identifies the

More information

Name: ID: Math 233 Exam 1. Page 1

Name: ID: Math 233 Exam 1. Page 1 Page 1 Name: ID: This exam has 20 multiple choice questions, worth 5 points each. You are allowed to use a scientific calculator and a 3 5 inch note card. 1. Which of the following pairs of vectors are

More information

Non-Linear Finite Element Methods in Solid Mechanics Attilio Frangi, Politecnico di Milano, February 17, 2017, Lesson 5

Non-Linear Finite Element Methods in Solid Mechanics Attilio Frangi, Politecnico di Milano, February 17, 2017, Lesson 5 Non-Linear Finite Element Methods in Solid Mechanics Attilio Frangi, attilio.frangi@polimi.it Politecnico di Milano, February 17, 2017, Lesson 5 1 Politecnico di Milano, February 17, 2017, Lesson 5 2 Outline

More information

Pseudo-Force Incremental Methods

Pseudo-Force Incremental Methods . 19 Pseudo-Force Incremental Methods 19 1 Chapter 19: PSEUDO-FORCE INCREMENTAL METHODS 19 2 TABLE OF CONTENTS Page 19.1. Pseudo Force Formulation 19 3 19.2. Computing the Reference Stiffness and Internal

More information

Nonlinear Theory of Elasticity. Dr.-Ing. Martin Ruess

Nonlinear Theory of Elasticity. Dr.-Ing. Martin Ruess Nonlinear Theory of Elasticity Dr.-Ing. Martin Ruess geometry description Cartesian global coordinate system with base vectors of the Euclidian space orthonormal basis origin O point P domain of a deformable

More information

Lecture 7. Pile Analysis

Lecture 7. Pile Analysis Lecture 7 14.5 Release Pile Analysis 2012 ANSYS, Inc. February 9, 2013 1 Release 14.5 Pile definition in Mechanical - There are a number of methods that can be used to analyze piled foundations in ANSYS

More information

2 Lecture Defining Optimization with Equality Constraints

2 Lecture Defining Optimization with Equality Constraints 2 Lecture 2 2.1 Defining Optimization with Equality Constraints So far we have been concentrating on an arbitrary set. Because of this, we could of course incorporate constrains directly into the set.

More information

34 Imperfections 34 1

34 Imperfections 34 1 34 Imperfections 34 1 Chapter 34: IMPERFECTIONS TABLE OF CONTENTS Page 34.1 No Body is Perfect................... 34 3 34.2 Imperfection Sources................. 34 3 34.2.1 Physical Imperfections..............

More information

Reciprocal of the initial shear stiffness of the interface K si under initial loading; reciprocal of the initial tangent modulus E i of the soil

Reciprocal of the initial shear stiffness of the interface K si under initial loading; reciprocal of the initial tangent modulus E i of the soil Appendix F Notation a b B C c C k C N C s C u C wt C θ D r D 1 D 2 D 10 D 30 Reciprocal of the initial shear stiffness of the interface K si under initial loading; reciprocal of the initial tangent modulus

More information

Non-linear and time-dependent material models in Mentat & MARC. Tutorial with Background and Exercises

Non-linear and time-dependent material models in Mentat & MARC. Tutorial with Background and Exercises Non-linear and time-dependent material models in Mentat & MARC Tutorial with Background and Exercises Eindhoven University of Technology Department of Mechanical Engineering Piet Schreurs July 7, 2009

More information

ENGN2340 Final Project: Implementation of a Euler-Bernuolli Beam Element Michael Monn

ENGN2340 Final Project: Implementation of a Euler-Bernuolli Beam Element Michael Monn ENGN234 Final Project: Implementation of a Euler-Bernuolli Beam Element Michael Monn 12/11/13 Problem Definition and Shape Functions Although there exist many analytical solutions to the Euler-Bernuolli

More information

CSC 344 Algorithms and Complexity. Proof by Mathematical Induction

CSC 344 Algorithms and Complexity. Proof by Mathematical Induction CSC 344 Algorithms and Complexity Lecture #1 Review of Mathematical Induction Proof by Mathematical Induction Many results in mathematics are claimed true for every positive integer. Any of these results

More information

Sensitivity and Reliability Analysis of Nonlinear Frame Structures

Sensitivity and Reliability Analysis of Nonlinear Frame Structures Sensitivity and Reliability Analysis of Nonlinear Frame Structures Michael H. Scott Associate Professor School of Civil and Construction Engineering Applied Mathematics and Computation Seminar April 8,

More information

Course in. Geometric nonlinearity. Nonlinear FEM. Computational Mechanics, AAU, Esbjerg

Course in. Geometric nonlinearity. Nonlinear FEM. Computational Mechanics, AAU, Esbjerg Course in Nonlinear FEM Geometric nonlinearity Nonlinear FEM Outline Lecture 1 Introduction Lecture 2 Geometric nonlinearity Lecture 3 Material nonlinearity Lecture 4 Material nonlinearity it continued

More information

Finite Element Analysis Prof. Dr. B. N. Rao Department of Civil Engineering Indian Institute of Technology, Madras. Lecture - 06

Finite Element Analysis Prof. Dr. B. N. Rao Department of Civil Engineering Indian Institute of Technology, Madras. Lecture - 06 Finite Element Analysis Prof. Dr. B. N. Rao Department of Civil Engineering Indian Institute of Technology, Madras Lecture - 06 In the last lecture, we have seen a boundary value problem, using the formal

More information

Chapter 3 Variational Formulation & the Galerkin Method

Chapter 3 Variational Formulation & the Galerkin Method Institute of Structural Engineering Page 1 Chapter 3 Variational Formulation & the Galerkin Method Institute of Structural Engineering Page 2 Today s Lecture Contents: Introduction Differential formulation

More information

Lecture 15 Strain and stress in beams

Lecture 15 Strain and stress in beams Spring, 2019 ME 323 Mechanics of Materials Lecture 15 Strain and stress in beams Reading assignment: 6.1 6.2 News: Instructor: Prof. Marcial Gonzalez Last modified: 1/6/19 9:42:38 PM Beam theory (@ ME

More information

Free Vibration of Single-Degree-of-Freedom (SDOF) Systems

Free Vibration of Single-Degree-of-Freedom (SDOF) Systems Free Vibration of Single-Degree-of-Freedom (SDOF) Systems Procedure in solving structural dynamics problems 1. Abstraction/modeling Idealize the actual structure to a simplified version, depending on the

More information

Elements of Continuum Elasticity. David M. Parks Mechanics and Materials II February 25, 2004

Elements of Continuum Elasticity. David M. Parks Mechanics and Materials II February 25, 2004 Elements of Continuum Elasticity David M. Parks Mechanics and Materials II 2.002 February 25, 2004 Solid Mechanics in 3 Dimensions: stress/equilibrium, strain/displacement, and intro to linear elastic

More information

Continuation methods for non-linear analysis

Continuation methods for non-linear analysis Continuation methods for non-linear analysis FR : Méthodes de pilotage du chargement Code_Aster, Salome-Meca course material GNU FDL licence (http://www.gnu.org/copyleft/fdl.html) Outline Definition of

More information

Nonlinear Bifurcation Analysis

Nonlinear Bifurcation Analysis 33 Nonlinear ifurcation Analysis 33 1 Chapter 33: NONLINEAR IFURCATION ANALYSIS TALE OF CONTENTS Page 33.1 Introduction..................... 33 3 33.2 ifurcation Analysis Levels............... 33 3 33.3

More information

ME751 Advanced Computational Multibody Dynamics

ME751 Advanced Computational Multibody Dynamics ME751 Advanced Computational Multibody Dynamics November 2, 2016 Antonio Recuero University of Wisconsin-Madison Quotes of the Day The methods which I set forth do not require either constructions or geometrical

More information

CS Tutorial 5 - Differential Geometry I - Surfaces

CS Tutorial 5 - Differential Geometry I - Surfaces 236861 Numerical Geometry of Images Tutorial 5 Differential Geometry II Surfaces c 2009 Parameterized surfaces A parameterized surface X : U R 2 R 3 a differentiable map 1 X from an open set U R 2 to R

More information

Structural Dynamics A Graduate Course in Aerospace Engineering

Structural Dynamics A Graduate Course in Aerospace Engineering Structural Dynamics A Graduate Course in Aerospace Engineering By: H. Ahmadian ahmadian@iust.ac.ir The Science and Art of Structural Dynamics What do all the followings have in common? > A sport-utility

More information

Unit Speed Curves. Recall that a curve Α is said to be a unit speed curve if

Unit Speed Curves. Recall that a curve Α is said to be a unit speed curve if Unit Speed Curves Recall that a curve Α is said to be a unit speed curve if The reason that we like unit speed curves that the parameter t is equal to arc length; i.e. the value of t tells us how far along

More information

Mechanics of Earthquakes and Faulting

Mechanics of Earthquakes and Faulting Mechanics of Earthquakes and Faulting www.geosc.psu.edu/courses/geosc508 Surface and body forces Tensors, Mohr circles. Theoretical strength of materials Defects Stress concentrations Griffith failure

More information

Overview of Solution Methods

Overview of Solution Methods 20 Overview of Solution Methods 20 1 Chapter 20: OVERVIEW OF SOLUTION METHODS TABLE OF CONTENTS Page 20.1 Introduction..................... 20 3 20.2 Solution Framework.................. 20 3 20.2.1 Stages,

More information

Nonconservative Loading: Overview

Nonconservative Loading: Overview 35 Nonconservative Loading: Overview 35 Chapter 35: NONCONSERVATIVE LOADING: OVERVIEW TABLE OF CONTENTS Page 35. Introduction..................... 35 3 35.2 Sources...................... 35 3 35.3 Three

More information

The integrating factor method (Sect. 1.1)

The integrating factor method (Sect. 1.1) The integrating factor method (Sect. 1.1) Overview of differential equations. Linear Ordinary Differential Equations. The integrating factor method. Constant coefficients. The Initial Value Problem. Overview

More information

Newton Method: General Control and Variants

Newton Method: General Control and Variants 23 Newton Method: General Control and Variants 23 1 Chapter 23: NEWTON METHOD: GENERAL CONTROL AND VARIANTS TABLE OF CONTENTS Page 23.1 Introduction..................... 23 3 23.2 Newton Iteration as Dynamical

More information

MEAN VALUE THEOREMS FUNCTIONS OF SINGLE & SEVERAL VARIABLES

MEAN VALUE THEOREMS FUNCTIONS OF SINGLE & SEVERAL VARIABLES MATHEMATICS-I MEAN VALUE THEOREMS FUNCTIONS OF SINGLE & SEVERAL VARIABLES I YEAR B.TECH By Y. Prabhaker Reddy Asst. Professor of Mathematics Guru Nanak Engineering College Ibrahimpatnam, Hyderabad. Name

More information

MHA042 - Material mechanics: Duggafrågor

MHA042 - Material mechanics: Duggafrågor MHA042 - Material mechanics: Duggafrågor 1) For a static uniaxial bar problem at isothermal (Θ const.) conditions, state principle of energy conservation (first law of thermodynamics). On the basis of

More information

Nonlinear bending analysis of laminated composite stiffened plates

Nonlinear bending analysis of laminated composite stiffened plates Nonlinear bending analysis of laminated composite stiffened plates * S.N.Patel 1) 1) Dept. of Civi Engineering, BITS Pilani, Pilani Campus, Pilani-333031, (Raj), India 1) shuvendu@pilani.bits-pilani.ac.in

More information

Nonlinear analysis in ADINA Structures

Nonlinear analysis in ADINA Structures Nonlinear analysis in ADINA Structures Theodore Sussman, Ph.D. ADINA R&D, Inc, 2016 1 Topics presented Types of nonlinearities Materially nonlinear only Geometrically nonlinear analysis Deformation-dependent

More information

31.1.1Partial derivatives

31.1.1Partial derivatives Module 11 : Partial derivatives, Chain rules, Implicit differentiation, Gradient, Directional derivatives Lecture 31 : Partial derivatives [Section 31.1] Objectives In this section you will learn the following

More information

Drilling in tempered glass modelling and experiments

Drilling in tempered glass modelling and experiments Drilling in tempered glass modelling and experiments Jens H. NIELSEN* * Department of Civil Engineering, Technical University of Denmark jhn@byg.dtu.dk Abstract The present paper reports experimentally

More information

Mechanics of Structures (CE130N) Lab 3

Mechanics of Structures (CE130N) Lab 3 UNIVERSITY OF CALIFORNIA AT BERKELEY CE 130N, Spring 2009 Department of Civil and Environmental Engineering Prof. S. Govindjee and Dr. T. Koyama Structural Engineering, Mechanics and Materials Lab 3 1

More information

Homework Exercises for Chapter 10 TL Bar Elements: Truss Analysis

Homework Exercises for Chapter 10 TL Bar Elements: Truss Analysis Solutions to Exercises omework Exercises for Chapter TL Bar Elements: Truss Analysis Note: not all solutions fully worked out. EXECISE. The strain measures (engineering strain versus GL strain) are different.

More information

Course Summary Math 211

Course Summary Math 211 Course Summary Math 211 table of contents I. Functions of several variables. II. R n. III. Derivatives. IV. Taylor s Theorem. V. Differential Geometry. VI. Applications. 1. Best affine approximations.

More information

The Finite Element Method II

The Finite Element Method II [ 1 The Finite Element Method II Non-Linear finite element Use of Constitutive Relations Xinghong LIU Phd student 02.11.2007 [ 2 Finite element equilibrium equations: kinematic variables Displacement Strain-displacement

More information

The Four Fundamental Subspaces

The Four Fundamental Subspaces The Four Fundamental Subspaces Introduction Each m n matrix has, associated with it, four subspaces, two in R m and two in R n To understand their relationships is one of the most basic questions in linear

More information

PHYSICS 200A : CLASSICAL MECHANICS SOLUTION SET #2

PHYSICS 200A : CLASSICAL MECHANICS SOLUTION SET #2 PHYSICS 200A : CLASSICAL MECHANICS SOLUTION SET #2 [1] [José and Saletan problem 3.11] Consider a three-dimensional one-particle system whose potential energy in cylindrical polar coordinates {ρ,φ,z} is

More information

MAE 323: Chapter 6. Structural Models

MAE 323: Chapter 6. Structural Models Common element types for structural analyis: oplane stress/strain, Axisymmetric obeam, truss,spring oplate/shell elements o3d solid ospecial: Usually used for contact or other constraints What you need

More information

Lecture 9. Systems of Two First Order Linear ODEs

Lecture 9. Systems of Two First Order Linear ODEs Math 245 - Mathematics of Physics and Engineering I Lecture 9. Systems of Two First Order Linear ODEs January 30, 2012 Konstantin Zuev (USC) Math 245, Lecture 9 January 30, 2012 1 / 15 Agenda General Form

More information

Physics 8 Wednesday, October 28, 2015

Physics 8 Wednesday, October 28, 2015 Physics 8 Wednesday, October 8, 015 HW7 (due this Friday will be quite easy in comparison with HW6, to make up for your having a lot to read this week. For today, you read Chapter 3 (analyzes cables, trusses,

More information

MITOCW MITRES2_002S10nonlinear_lec05_300k-mp4

MITOCW MITRES2_002S10nonlinear_lec05_300k-mp4 MITOCW MITRES2_002S10nonlinear_lec05_300k-mp4 The following content is provided under a Creative Commons license. Your support will help MIT OpenCourseWare continue to offer high quality educational resources

More information

Problem 1: Find the Equation of Motion from the static equilibrium position for the following systems: 1) Assumptions

Problem 1: Find the Equation of Motion from the static equilibrium position for the following systems: 1) Assumptions Problem 1: Find the Equation of Motion from the static equilibrium position for the following systems: 1) Assumptions k 2 Wheels roll without friction k 1 Motion will not cause block to hit the supports

More information

Reflections and Rotations in R 3

Reflections and Rotations in R 3 Reflections and Rotations in R 3 P. J. Ryan May 29, 21 Rotations as Compositions of Reflections Recall that the reflection in the hyperplane H through the origin in R n is given by f(x) = x 2 ξ, x ξ (1)

More information

Additional Problem (HW 10)

Additional Problem (HW 10) 1 Housekeeping - Three more lectures left including today: Nov. 20 st, Nov. 27 th, Dec. 4 th - Final Eam on Dec. 11 th at 4:30p (Eploratory Planetary 206) 2 Additional Problem (HW 10) z h y O Choose origin

More information

An example of panel solution in the elastic-plastic regime

An example of panel solution in the elastic-plastic regime An example of panel solution in the elastic-plastic regime Piotr Mika May, 2014 2013-05-08 1. Example solution of the panel with ABAQUS program The purpose is to analyze the elastic-plastic panel. The

More information

LECTURE 12 FRICTION, STRINGS & SPRINGS. Instructor: Kazumi Tolich

LECTURE 12 FRICTION, STRINGS & SPRINGS. Instructor: Kazumi Tolich LECTURE 12 FRICTION, STRINGS & SPRINGS Instructor: Kazumi Tolich Lecture 12 2! Reading chapter 6-1 to 6-4! Friction " Static friction " Kinetic friction! Strings! Pulleys! Springs Origin of friction 3!!

More information

EE2007: Engineering Mathematics II Vector Calculus

EE2007: Engineering Mathematics II Vector Calculus EE2007: Engineering Mathematics II Vector Calculus Ling KV School of EEE, NTU ekvling@ntu.edu.sg Rm: S2-B2b-22 Ver 1.1: Ling KV, October 22, 2006 Ver 1.0: Ling KV, Jul 2005 EE2007/Ling KV/Aug 2006 EE2007:

More information

AN INTRODUCTION TO LAGRANGE EQUATIONS. Professor J. Kim Vandiver October 28, 2016

AN INTRODUCTION TO LAGRANGE EQUATIONS. Professor J. Kim Vandiver October 28, 2016 AN INTRODUCTION TO LAGRANGE EQUATIONS Professor J. Kim Vandiver October 28, 2016 kimv@mit.edu 1.0 INTRODUCTION This paper is intended as a minimal introduction to the application of Lagrange equations

More information

MATHEMATICS XII. Topic. Revision of Derivatives Presented By. Avtar Singh Lecturer Paramjit Singh Sidhu June 19,2009

MATHEMATICS XII. Topic. Revision of Derivatives Presented By. Avtar Singh Lecturer Paramjit Singh Sidhu June 19,2009 MATHEMATICS XII 1 Topic Revision of Derivatives Presented By Avtar Singh Lecturer Paramjit Singh Sidhu June 19,2009 19 June 2009 Punjab EDUSAT Society (PES) 1 Continuity 2 Def. In simple words, a function

More information

PILE SOIL INTERACTION MOMENT AREA METHOD

PILE SOIL INTERACTION MOMENT AREA METHOD Pile IGC Soil 2009, Interaction Moment Guntur, INDIA Area Method PILE SOIL INTERACTION MOMENT AREA METHOD D.M. Dewaikar Professor, Department of Civil Engineering, IIT Bombay, Mumbai 400 076, India. E-mail:

More information

Ch 3.7: Mechanical & Electrical Vibrations

Ch 3.7: Mechanical & Electrical Vibrations Ch 3.7: Mechanical & Electrical Vibrations Two important areas of application for second order linear equations with constant coefficients are in modeling mechanical and electrical oscillations. We will

More information

Unforced Oscillations

Unforced Oscillations Unforced Oscillations Simple Harmonic Motion Hooke s Law Newton s Second Law Method of Force Competition Visualization of Harmonic Motion Phase-Amplitude Conversion The Simple Pendulum and The Linearized

More information

The Finite Element Method for the Analysis of Non-Linear and Dynamic Systems: Non-Linear Dynamics Part I

The Finite Element Method for the Analysis of Non-Linear and Dynamic Systems: Non-Linear Dynamics Part I The Finite Element Method for the Analysis of Non-Linear and Dynamic Systems: Non-Linear Dynamics Part I Prof. Dr. Eleni Chatzi Dr. Giuseppe Abbiati, Dr. Konstantinos Agathos Lecture 5/Part A - 23 November,

More information

Lecture #8: Ductile Fracture (Theory & Experiments)

Lecture #8: Ductile Fracture (Theory & Experiments) Lecture #8: Ductile Fracture (Theory & Experiments) by Dirk Mohr ETH Zurich, Department of Mechanical and Process Engineering, Chair of Computational Modeling of Materials in Manufacturing 2015 1 1 1 Ductile

More information

More Examples Of Generalized Coordinates

More Examples Of Generalized Coordinates Slides of ecture 8 Today s Class: Review Of Homework From ecture 7 Hamilton s Principle More Examples Of Generalized Coordinates Calculating Generalized Forces Via Virtual Work /3/98 /home/djsegal/unm/vibcourse/slides/ecture8.frm

More information

Chapter 2. Preview. Objectives One Dimensional Motion Displacement Average Velocity Velocity and Speed Interpreting Velocity Graphically

Chapter 2. Preview. Objectives One Dimensional Motion Displacement Average Velocity Velocity and Speed Interpreting Velocity Graphically Section 1 Displacement and Velocity Preview Objectives One Dimensional Motion Displacement Average Velocity Velocity and Speed Interpreting Velocity Graphically Section 1 Displacement and Velocity Objectives

More information

NONLINEAR STRUCTURAL DYNAMICS USING FE METHODS

NONLINEAR STRUCTURAL DYNAMICS USING FE METHODS NONLINEAR STRUCTURAL DYNAMICS USING FE METHODS Nonlinear Structural Dynamics Using FE Methods emphasizes fundamental mechanics principles and outlines a modern approach to understanding structural dynamics.

More information

Discretization Methods Exercise # 5

Discretization Methods Exercise # 5 Discretization Methods Exercise # 5 Static calculation of a planar truss structure: a a F Six steps: 1. Discretization 2. Element matrices 3. Transformation 4. Assembly 5. Boundary conditions 6. Solution

More information

Econ Slides from Lecture 8

Econ Slides from Lecture 8 Econ 205 Sobel Econ 205 - Slides from Lecture 8 Joel Sobel September 1, 2010 Computational Facts 1. det AB = det BA = det A det B 2. If D is a diagonal matrix, then det D is equal to the product of its

More information

Response Surface Methods

Response Surface Methods Response Surface Methods 3.12.2014 Goals of Today s Lecture See how a sequence of experiments can be performed to optimize a response variable. Understand the difference between first-order and second-order

More information

Chapter 0. Preliminaries. 0.1 Things you should already know

Chapter 0. Preliminaries. 0.1 Things you should already know Chapter 0 Preliminaries These notes cover the course MATH45061 (Continuum Mechanics) and are intended to supplement the lectures. The course does not follow any particular text, so you do not need to buy

More information

Parametric Unsupervised Learning Expectation Maximization (EM) Lecture 20.a

Parametric Unsupervised Learning Expectation Maximization (EM) Lecture 20.a Parametric Unsupervised Learning Expectation Maximization (EM) Lecture 20.a Some slides are due to Christopher Bishop Limitations of K-means Hard assignments of data points to clusters small shift of a

More information

BOUNDARY-VALUE PROBLEMS IN RECTANGULAR COORDINATES

BOUNDARY-VALUE PROBLEMS IN RECTANGULAR COORDINATES 1 BOUNDARY-VALUE PROBLEMS IN RECTANGULAR COORDINATES 1.1 Separable Partial Differential Equations 1. Classical PDEs and Boundary-Value Problems 1.3 Heat Equation 1.4 Wave Equation 1.5 Laplace s Equation

More information

Second-Order ODE and the Calculus of Variations

Second-Order ODE and the Calculus of Variations Chapter 3 Second-Order ODE and the Calculus of Variations 3.1. Tangent Vectors and the Tangent Bundle Let σ : I R n be a C 1 curve in R n and suppose that σ(t 0 )=p and σ (t 0 )=v. Up until this point

More information

Lecture 13 - Wednesday April 29th

Lecture 13 - Wednesday April 29th Lecture 13 - Wednesday April 29th jacques@ucsdedu Key words: Systems of equations, Implicit differentiation Know how to do implicit differentiation, how to use implicit and inverse function theorems 131

More information

Lecture 6 Friction. Friction Phenomena Types of Friction

Lecture 6 Friction. Friction Phenomena Types of Friction Lecture 6 Friction Tangential forces generated between contacting surfaces are called friction forces and occur to some degree in the interaction between all real surfaces. whenever a tendency exists for

More information

Introduction to Optimization Techniques. Nonlinear Optimization in Function Spaces

Introduction to Optimization Techniques. Nonlinear Optimization in Function Spaces Introduction to Optimization Techniques Nonlinear Optimization in Function Spaces X : T : Gateaux and Fréchet Differentials Gateaux and Fréchet Differentials a vector space, Y : a normed space transformation

More information

Department of Architecture & Civil Engineering

Department of Architecture & Civil Engineering MODE ANSWER age: 1 4. The students are given approximately 4 hours of lectures devoted to this topic. Thus the emphasis in the answer must be in demonstrating an understanding of the physical principals

More information

Linear Algebra. Paul Yiu. 6D: 2-planes in R 4. Department of Mathematics Florida Atlantic University. Fall 2011

Linear Algebra. Paul Yiu. 6D: 2-planes in R 4. Department of Mathematics Florida Atlantic University. Fall 2011 Linear Algebra Paul Yiu Department of Mathematics Florida Atlantic University Fall 2011 6D: 2-planes in R 4 The angle between a vector and a plane The angle between a vector v R n and a subspace V is the

More information

Ch 4a Stress, Strain and Shearing

Ch 4a Stress, Strain and Shearing Ch. 4a - Stress, Strain, Shearing Page 1 Ch 4a Stress, Strain and Shearing Reading Assignment Ch. 4a Lecture Notes Sections 4.1-4.3 (Salgado) Other Materials Handout 4 Homework Assignment 3 Problems 4-13,

More information

MATH 100 Introduction to the Profession

MATH 100 Introduction to the Profession MATH 100 Introduction to the Profession Differential Equations in MATLAB Greg Fasshauer Department of Applied Mathematics Illinois Institute of Technology Fall 2012 fasshauer@iit.edu MATH 100 ITP 1 What

More information

Lecture 5 Multivariate Linear Regression

Lecture 5 Multivariate Linear Regression Lecture 5 Multivariate Linear Regression Dan Sheldon September 23, 2014 Topics Multivariate linear regression Model Cost function Normal equations Gradient descent Features Book Data 10 8 Weight (lbs.)

More information

The Plane Stress Problem

The Plane Stress Problem 14 The Plane Stress Problem IFEM Ch 14 Slide 1 Plate in Plane Stress Thickness dimension or transverse dimension z Top surface Inplane dimensions: in, plane IFEM Ch 14 Slide 2 Mathematical Idealization

More information

Math 225 Differential Equations Notes Chapter 1

Math 225 Differential Equations Notes Chapter 1 Math 225 Differential Equations Notes Chapter 1 Michael Muscedere September 9, 2004 1 Introduction 1.1 Background In science and engineering models are used to describe physical phenomena. Often these

More information

GEO E1050 Finite Element Method Autumn Lecture. 9. Nonlinear Finite Element Method & Summary

GEO E1050 Finite Element Method Autumn Lecture. 9. Nonlinear Finite Element Method & Summary GEO E1050 Finite Element Method Autumn 2016 Lecture. 9. Nonlinear Finite Element Method & Summary To learn today The lecture should give you overview of how non-linear problems in Finite Element Method

More information

Rotational Motion. Lecture 17. Chapter 10. Physics I Department of Physics and Applied Physics

Rotational Motion. Lecture 17. Chapter 10. Physics I Department of Physics and Applied Physics Lecture 17 Chapter 10 Physics I 04.0.014 otational Motion Torque Course website: http://faculty.uml.edu/andriy_danylov/teaching/physicsi Lecture Capture: http://echo360.uml.edu/danylov013/physics1spring.html

More information

AA242B: MECHANICAL VIBRATIONS

AA242B: MECHANICAL VIBRATIONS AA242B: MECHANICAL VIBRATIONS 1 / 50 AA242B: MECHANICAL VIBRATIONS Undamped Vibrations of n-dof Systems These slides are based on the recommended textbook: M. Géradin and D. Rixen, Mechanical Vibrations:

More information

An example solution of a panel in the elastic-plastic regime

An example solution of a panel in the elastic-plastic regime An example solution of a panel in the elastic-plastic regime Piotr Mika May, 2013 1. Example solution of the panel with ABAQUS program The purpose is to analyze an elastic-plastic panel. The elastic solution

More information

STA414/2104 Statistical Methods for Machine Learning II

STA414/2104 Statistical Methods for Machine Learning II STA414/2104 Statistical Methods for Machine Learning II Murat A. Erdogdu & David Duvenaud Department of Computer Science Department of Statistical Sciences Lecture 3 Slide credits: Russ Salakhutdinov Announcements

More information

Nonlinear Modeling for Health Care Applications Ashutosh Srivastava Marc Horner, Ph.D. ANSYS, Inc.

Nonlinear Modeling for Health Care Applications Ashutosh Srivastava Marc Horner, Ph.D. ANSYS, Inc. Nonlinear Modeling for Health Care Applications Ashutosh Srivastava Marc Horner, Ph.D. ANSYS, Inc. 2 Motivation 12 Motivation Linear analysis works well for only small number of applications. The majority

More information

Topic 5: Finite Element Method

Topic 5: Finite Element Method Topic 5: Finite Element Method 1 Finite Element Method (1) Main problem of classical variational methods (Ritz method etc.) difficult (op impossible) definition of approximation function ϕ for non-trivial

More information

Multiple Regression. Dr. Frank Wood. Frank Wood, Linear Regression Models Lecture 12, Slide 1

Multiple Regression. Dr. Frank Wood. Frank Wood, Linear Regression Models Lecture 12, Slide 1 Multiple Regression Dr. Frank Wood Frank Wood, fwood@stat.columbia.edu Linear Regression Models Lecture 12, Slide 1 Review: Matrix Regression Estimation We can solve this equation (if the inverse of X

More information

Mathematics 2203, Test 1 - Solutions

Mathematics 2203, Test 1 - Solutions Mathematics 220, Test 1 - Solutions F, 2010 Philippe B. Laval Name 1. Determine if each statement below is True or False. If it is true, explain why (cite theorem, rule, property). If it is false, explain

More information

Estimation of the Residual Stiffness of Fire-Damaged Concrete Members

Estimation of the Residual Stiffness of Fire-Damaged Concrete Members Copyright 2011 Tech Science Press CMC, vol.22, no.3, pp.261-273, 2011 Estimation of the Residual Stiffness of Fire-Damaged Concrete Members J.M. Zhu 1, X.C. Wang 1, D. Wei 2, Y.H. Liu 2 and B.Y. Xu 2 Abstract:

More information

Soil strength. the strength depends on the applied stress. water pressures are required

Soil strength. the strength depends on the applied stress. water pressures are required Soil Strength Soil strength u Soils are essentially frictional materials the strength depends on the applied stress u Strength is controlled by effective stresses water pressures are required u Soil strength

More information

Chapter 2: Deflections of Structures

Chapter 2: Deflections of Structures Chapter 2: Deflections of Structures Fig. 4.1. (Fig. 2.1.) ASTU, Dept. of C Eng., Prepared by: Melkamu E. Page 1 (2.1) (4.1) (2.2) Fig.4.2 Fig.2.2 ASTU, Dept. of C Eng., Prepared by: Melkamu E. Page 2

More information

Vectors in Physics. Topics to review:

Vectors in Physics. Topics to review: Vectors in Physics Topics to review: Scalars Versus Vectors The Components of a Vector Adding and Subtracting Vectors Unit Vectors Position, Displacement, Velocity, and Acceleration Vectors Relative Motion

More information

ME185 Introduction to Continuum Mechanics

ME185 Introduction to Continuum Mechanics Fall, 0 ME85 Introduction to Continuum Mechanics The attached pages contain four previous midterm exams for this course. Each midterm consists of two pages. As you may notice, many of the problems are

More information

Lecture XXVI. Morris Swartz Dept. of Physics and Astronomy Johns Hopkins University November 5, 2003

Lecture XXVI. Morris Swartz Dept. of Physics and Astronomy Johns Hopkins University November 5, 2003 Lecture XXVI Morris Swartz Dept. of Physics and Astronomy Johns Hopins University morris@jhu.edu November 5, 2003 Lecture XXVI: Oscillations Oscillations are periodic motions. There are many examples of

More information

Advanced Dynamics. - Lecture 4 Lagrange Equations. Paolo Tiso Spring Semester 2017 ETH Zürich

Advanced Dynamics. - Lecture 4 Lagrange Equations. Paolo Tiso Spring Semester 2017 ETH Zürich Advanced Dynamics - Lecture 4 Lagrange Equations Paolo Tiso Spring Semester 2017 ETH Zürich LECTURE OBJECTIVES 1. Derive the Lagrange equations of a system of particles; 2. Show that the equation of motion

More information

Structural Analysis of Truss Structures using Stiffness Matrix. Dr. Nasrellah Hassan Ahmed

Structural Analysis of Truss Structures using Stiffness Matrix. Dr. Nasrellah Hassan Ahmed Structural Analysis of Truss Structures using Stiffness Matrix Dr. Nasrellah Hassan Ahmed FUNDAMENTAL RELATIONSHIPS FOR STRUCTURAL ANALYSIS In general, there are three types of relationships: Equilibrium

More information