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COMPUTATIONAL MODELING FOR ENGINEERING MECN 6040 Professor: Dr. Omar E. Meza Castillo Department.

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Presentation on theme: "COMPUTATIONAL MODELING FOR ENGINEERING MECN 6040 Professor: Dr. Omar E. Meza Castillo Department."— Presentation transcript:

1 COMPUTATIONAL MODELING FOR ENGINEERING MECN 6040 Professor: Dr. Omar E. Meza Castillo omeza@bayamon.inter.edu http://facultad.bayamon.inter.edu/omeza Department of Mechanical Engineering

2 INTRODUCTION TO THE THEORY OF PDEs

3 LEARNING OBJECTIVES 1.Be able to distinguish between the 3 classes of 2nd order, linear PDE's. Know the physical problems each class represents and the physical/mathematical characteristics of each. 2.Be able to describe the differences between finite- difference and finite-element methods for solving PDEs. 3.Be able to solve Elliptical (Laplace/Poisson) PDEs using finite differences. 4.Be able to solve Parabolic (Heat/Diffusion) PDEs using finite differences.

4 DEFINITIONS AND TERMINOLOGY DIFFERENTIAL EQUATION An equation containing the derivative of one or more dependent variables, with respect to one or more independent variables is said to be a differential equation (DE).

5 DEFINITIONS AND TERMINOLOGY DEFINITION OF A DERIVATIVE If y=f(x), the derivative of y or f(x) with respect to x is defined as The derivative is also denoted by y’, dy/dx or f’(x)

6 THE EXPONENTIAL FUNCTION  dependent variable: y  dependent variable: y  independent variable: x  independent variable: x DEFINITIONS AND TERMINOLOGY

7 Differential Equations are CLASSIFIED by type, order and linearity. TYPE There are two main types of differential equation: “ordinary” and “partial”. DEFINITIONS AND TERMINOLOGY

8 Ordinary differential equation (ODE) Differential equations that involve only ONE independent variable are called ordinary differential equations. Examples:,  only ordinary (or total ) derivatives DEFINITIONS AND TERMINOLOGY

9 Partial differential equation (PDE) Differential equations that involve two or more independent variables are called partial differential equations. Examples:  only partial derivatives DEFINITIONS AND TERMINOLOGY

10 ORDER The order of a differential equation is the order of the highest derivative found in the DE. second order first order second order first order DEFINITIONS AND TERMINOLOGY

11  first order  second order DEFINITIONS AND TERMINOLOGY

12 LINEAR OR NONLINEAR An n -th order differential equation is said to be linear if the function is linear in the variables is linear in the variables

13 DEFINITIONS AND TERMINOLOGY   there are no multiplications among dependent variables and their derivatives. All coefficients are functions of independent variables.

14 or or  linear first-order ordinary differential equation  linear second-order ordinary differential equation  linear third-order ordinary differential equation

15 PDE'S DESCRIBE THE BEHAVIOR OF MANY ENGINEERING PHENOMENA: ▪ Wave propagation ▪ Fluid flow (air or liquid) ▪ Air around wings, helicopter blade, atmosphere ▪ Water in pipes or porous media ▪ Material transport and diffusion in air or water ▪ Weather: large system of coupled PDE's for momentum, pressure, moisture, heat, … ▪ Vibration ▪ Mechanics of solids: ▪ stress-strain in material, machine part, structure ▪ Heat flow and distribution ▪ Electric fields and potentials ▪ Diffusion of chemicals in air or water ▪ Electromagnetism and quantum mechanics

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17 CLASIFIQUE LAS SIGUIENTES ECUACIONES: Solución (a)

18 Solución (b) Solución (c)

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