1 / 22

Introduction

This course covers the fundamental concepts and techniques of numerical analysis for engineering problem solving, including root-finding, linear algebraic equations, curve fitting, numerical integration, and the basics of the Finite Element Method.

Download Presentation

Introduction

An Image/Link below is provided (as is) to download presentation Download Policy: Content on the Website is provided to you AS IS for your information and personal use and may not be sold / licensed / shared on other websites without getting consent from its author. Content is provided to you AS IS for your information and personal use only. Download presentation by click this link. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. During download, if you can't get a presentation, the file might be deleted by the publisher.

E N D

Presentation Transcript


  1. Introduction Lecture Notes Dr. Rakhmad Arief Siregar Universiti Malaysia Perlis 0164396522 Applied Numerical Method for Engineers and Scientists

  2. Text book Applied Numerical Methods with MATLAB McGraw-Hill, 2005 Steven C. Chapra Hardcover Paperback RM55

  3. Exercise book • Each student should have one exercise book • This book is needed in to exercise answering questions • It will be checked in any time without notice

  4. Computer software • Spreadsheet software (Calc or Excel) • MATLAB • LS-DYNA

  5. Learning Approach • Lecture : 28 hours (33%) • Practical : 42 hours (50%) • Tutorials : 14 hours (17%)

  6. Evaluation contribution • Final Examination: 50% • Course Works: 50%

  7. Course work (50%) • Lab 25% (4 MATLAB report + 1 FEM report) • Mid test 15% • 4 Assignments / 2 tests 10%

  8. HEA requirement • Round-off and truncation errors • Roots of equations • Systems of simultaneous linear algebraic equations • Curve fitting • Numerical integration • Ordinary differential equations • Basic concept of Finite Element Method • Stiffness Matrices, Spring and Bar Elements • Interpolation function for general element formulation • Application in Engineering

  9. Plan of Lecture • Week 1  Chapter 1 (Mathematical Modeling and Engineering Problem Solving) • Week 2  Chapter 3 (Approximations and round-off errors) •  Chapter 4 (Truncation errors and the Taylor Series) • Week 3  Chapter 5-6 (Bracketing Methods & Open Methods) • Week 4  Chapter 9-11 (Gauss Elimination and Gauss Seidel) • Week 5  Mid semester break (Mid test will be done before or after mid semester break) • Week 6  Chapter 17 (Least-squares regression) • Week 7  Chapter 18 (Interpolation) • Week 8  Chapter 21 (Newton-Cotes Integration Formulas)

  10. Plan of Lecture • Week 9  Chapter 22 (Integration of Equations) • Week 10  Chapter 25 & 26 (Runge-Kutta Methods & Stiffness method) • Week 11  Chapter 29 (Elliptic Equation) • Week 12  Chapter 30 (Finite difference: parabolic equation) • Week 13-14  Chapter 13 (Finite Element Method) • Final Semester Examination • Note: Some topics that are not stated in HEA may be eliminated to due time constrains

  11. Course Objective

  12. Course Objective • Students can understand basic concepts of heat transfer i.e fundamental theory of numerical analysis for engineering • Student capable of utilizing proper technique of solving engineering problem using numerical analysis 3. Student able to analyze and identify application of mechanical engineering using FEM

  13. Introduction • Importance of Numerical Methods in Engineering • Most engineering analysis problems involve • The development of a mathematical model to represent all the important characteristics of the physical system; • The derivation of the governing equations of the the model by applying a physical laws, such as equilibrium equation, Newton’s laws of motion, conservation of mass and conservation of energy • Solution of the governing equations • Interpretation of the solution

  14. Computer Programming Languages • Some high-level languages: FORTRAN, BASIC, C, C++, PASCAL, etc • Programming structure: • For typical high-level language uses the following types of statements to process the data: • Assignment • Input/Output • Control of decision • Specification • Subprogram

  15. Errors • Error and relative error • Propagation error • Truncation error • Round-off Error • Computational Error

  16. Summary of part of topics • Roots equations • Linear of algebraic equation

  17. Summary of part of topics • Curve Fitting

  18. Summary of part of topics • Integration

  19. Summary of part of topics • Integration

  20. Summary of part of topics • Finite Element Method Advance topic (will not be covered)

  21. Summary of part of topics • Finite Element Method Bar element only for Numerical Analysis topic

  22. END

More Related