lecture-3-_mathematical_modelling_of_dynamic_systems.pptx

mathematical_modelling Mathematical modelling from state space to s domain

1. Control Systems (CS) Dr. Imtiaz Hussain Associate Professor Mehran University of Engineering & Technology Jamshoro, Pakistan email: [email protected] URL : http://imtiazhussainkalwar.weebly.com/ Lecture-3 Introduction to Mathematical Modeling & Mathematical Modeling of Electrical Systems 1

2. Types of Systems Static System: If a system does not change with time, it is called a static system. Dynamic System: If a system changes with time, it is called a dynamic system. 2

3. Dynamic Systems A system is said to be dynamic if its current output may depend on the past history as well as the present values of the input variables. Mathematically , Example : A moving mass M y u Model : Force=Mass x Acceleration

4. Ways to Study a System 4 System Experiment with a model of the System Experiment with actual System Physical Model Mathematical Model Analytical Solution Simulation Frequency Domain Time Domain Hybrid Domain

5. Model A model is a simplified representation or abstraction of reality. Reality is generally too complex to copy exactly. Much of the complexity is actually irrelevant in problem solving. 5

6. What is Mathematical Model? A set of mathematical equations (e.g., differential eqs .) that describes the input-output behavior of a system. What is a model used for? Simulation Prediction/Forecasting Prognostics/Diagnostics Design/Performance Evaluation Control System Design

7. Black Box Model When only input and output are known. Internal dynamics are either too complex or unknown. Easy to Model 7 Input Output

8. Grey Box Model When input and output and some information about the internal dynamics of the system is known. Easier than white box Modelling. 8 u(t) y(t) y[u(t), t]

9. White Box Model When input and output and internal dynamics of the system is known. One should know have complete knowledge of the system to derive a white box model. 9 u(t) y(t)

10. Basic Elements of Electrical Systems The time domain expression relating voltage and current for the resistor is given by Ohm’s law i -e The Laplace transform of the above equation is

11. Basic Elements of Electrical Systems The time domain expression relating voltage and current for the Capacitor is given as: The Laplace transform of the above equation (assuming there is no charge stored in the capacitor) is

12. Basic Elements of Electrical Systems The time domain expression relating voltage and current for the inductor is given as: The Laplace transform of the above equation (assuming there is no energy stored in inductor) is

13. V-I and I-V relations 13 Component Symbol V-I Relation I-V Relation Resistor Capacitor Inductor

14. Example#1 The two-port network shown in the following figure has v i (t) as the input voltage and v o (t) as the output voltage. Find the transfer function V o (s)/V i (s) of the network. 14 C i (t) v i ( t ) v o (t)

15. Example#1 Taking Laplace transform of both equations, considering initial conditions to zero. Re-arrange both equations as: 15

16. Example#1 Substitute I(s) in equation on left 16

17. Example#1 The system has one pole at 17

18. Example#2 Design an Electrical system that would place a pole at -3 if added to another system. System has one pole at Therefore, 18 C i (t) v i ( t ) v 2 (t)

19. Example#3 Find the transfer function G(S) of the following two port network. 19 i (t) v i (t) v o (t) L C

20. Example#3 Simplify network by replacing multiple components with their equivalent transform impedance. 20 I (s) V i (s) V o (s) L C Z

21. Transform Impedance (Resistor) 21 i R (t) v R (t) + - I R (S) V R (S) + - Z R = R Transformation

22. Transform Impedance (Inductor) 22 i L (t) v L (t) + - I L (S) V L (S) + - Li L (0) Z L =LS

23. Transform Impedance (Capacitor) 23 i c (t) v c (t) + - I c (S) V c (S) + - Z C (S)=1/CS

24. Equivalent Transform Impedance (Series) Consider following arrangement, find out equivalent transform impedance. 24 L C R

25. Equivalent Transform Impedance (Parallel) 25 C L R

26. Equivalent Transform Impedance Find out equivalent transform impedance of following arrangement. 26 L 2 L 2 R 2 R 1

27. Back to Example#3 27 I (s) V i (s) V o (s) L C Z

28. Example#3 28 I (s) V i (s) V o (s) L C Z

29. Operational Amplifiers 29

30. Example#4 Find out the transfer function of the following circuit. 30

31. Example#5 Find out the transfer function of the following circuit. 31 v 1

32. Example#6 Find out the transfer function of the following circuit. 32 v 1

33. Example#7 Find out the transfer function of the following circuit and draw the pole zero map. 33 10k Ω 100k Ω

34. End of Lecture-3 To download this lecture visit http://imtiazhussainkalwar.weebly.com/ 34