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Course Detail

Course Name Introduction to Cyber Physical Systems and Control Theory – 1
Course Code 25AIC103
Program B. Tech. Artificial Intelligence (AI) and Data Science (Cyber Physical Systems and Security) – AID (CPS&S)
Semester 1
Credits 3
Campus Coimbatore

Syllabus

Unit 1

Modelling analogies: concepts and components, Force balance, Voltage balance , Pressure balance , Energy Balance. Springs and capacitors, Resistors and dampers, Inductors and masses.

Unit 2

Pipes and resistors and heat conductors. System of springs, Resisters, pipes. analogous arrangements. Linearity and non-linear systems. Modelling First order systems.

Unit 3

Simple Electrical circuits, Mechanical systems , Fluid systems, Thermal systems analogous arrangements Responses to first order systems. Using MATLAB for solving

Objectives and Outcomes

Course Objectives:

  • Understand Modeling Analogies – Develop an understanding of the fundamental concepts and components of modeling analogies across electrical, mechanical, fluid, and thermal domains.
  • Analyze Balance Equations – Apply force balance, voltage balance, pressure balance, and energy balance principles to model physical systems.
  • Compare Physical Components Across Domains – Explore analogies between springs and capacitors, resistors and dampers, inductors and masses, as well as pipes, resistors, and heat conductors.
  • Model Complex Systems – Construct models for systems consisting of multiple springs, resistors, and pipes and analyze their analogous arrangements.

Course outcomes

 

CO1

Demonstrate Understanding of Analogies

CO2

Apply Fundamental Balance Equations

CO3

Identify and Compare System Components

CO4

Construct and Analyze Analogous Systems

CO PO Mapping

PO/

PSO

PO

1

PO

2

PO

3

PO

4

PO

5

PO

6

PO

7

PO

8

PO

9

PO

10

PO

11

PO

12

PSO

1

PSO

2

PSO

3

CO1

3

3

3

3

3

2

2

3

2

1

2

1

CO2

3

3

3

3

3

2

2

3

2

1

CO3

3

2

3

3

3

2

2

3

2

1

2

3

CO4

3

3

3

3

2

2

2

3

2

2

2

Text Books / References

  1. Dorf, C., & Bishop, R. H. Modern Control Systems, Pearson Education.
  2. Close, M., Frederick, D. K., & Newell, J. C. – Modeling and Analysis of Dynamic Systems, Wiley.
  3. Kuo, C. – Automatic Control Systems, McGraw Hill.
  4. Franklin, F., Powell, J. D., & Emami-Naeini, A. Feedback Control of Dynamic Systems, Pearson.
  5. https://linklab-uva.github.io/modeling_cps/
  6. https://sites.google.com/sheffield.ac.uk/controleducation/chaptermaths

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