SYST611: System Methodology and Modeling
Spring 2003
http://ite.gmu.edu/~kchang/
Instructor: Dr. K.
C. Chang Class
room: ST 110
Class
time: Tu,
Office phone: (703) 993-1639 Office no.: SITE-II: Rm 315
Email: kchang@gmu.edu
This
course will have homework assignments, a mid term, and a final exam. They will constitute 30%, 30%, and 40% of the
grade, respectively. The homework that
is assigned in the lecture is due in two weeks.
1. David Luenberger, Introduction to Dynamic Systems, Wiley,1979.
2. Joseph J. DiStefano, III, et al. Theory and Problems of Feedback and Control Systems. 2rd Edition, Schaum's outline series, McGraw-Hill, 1994
References
1. Bradley W.
2. Naim A. Kheir, Systems Modeling and Computer Simulation, Dekker, 2nd ed., 1996.
|
Topics |
Assignments |
Lecture #1 |
Introduction, Course Overview and Prerequisite, Taxonomy of Models and Methods, Systems Concept and Fundamentals |
DL:Ch. 1-3 JD:Ch. 1-3, Class notes BD: |
Lecture #2 |
Discrete Linear
Systems, Input-Output and States, Stability, Computational Approaches, Interconnected
Systems and Block Diagram |
DL: JD:Ch. 4-6, Class notes BD:p.79-98, p.115-119 |
Lecture #3 |
Continuous Linear Systems, Stability
Issues, Systems Characteristics in Various
Domains, Discretization of Continuous Systems, Sampling Theorem |
DL: JD: Class notes |
Lecture #4 |
Discretization Techniques Analysis, Stability, Nonlinear Systems, Solution of Nonlinear Systems, Iterated Numerical methods |
Class notes JD: BD: |
Lecture #5 |
System
Linearization and Stability, System Behavior and Phase Plane Analysis, Input-Output Analysis; Piece wise Linear |
DL: JD: Class notes |
Lecture #6
|
Discrete Event Dynamic Systems; Overview of Deterministic Systems, Discrete, Continuous; Linear, Nonlinear; Discretization, Linearization; Stability; Computational Issues |
Class notes |
|
Mid term Examination |
Lectures 1-6 |
Lecture #7 |
Introduction to Uncertainty and Stochastic Process, Noisy Linear Systems |
Class notes |
Lecture #8 |
Markov Process and
Markov Chains, Systems Reliability |
DL: Class notes |
Lecture #9 |
Resource Allocation
problems, Parameter Optimization, Constraints |
Class notes BD: |
Lecture #10 |
Linear Programming,
Systems Engineering Applications, Case Study |
Class notes |
Lecture #11 |
Dynamic
Programming, Systems Engineering Applications, Network Problem |
Class notes |
Lecture #12 |
Optimal Control |
DL:Cph. 11, Class notes |
|
Course Review |
Class notes |
|
Final Examination |
Lectures 1-12 |