Computer Science · Course

Robust Controls

Robust Controls

Duration
12 weeks
Content
17 hours
Projects
2
Mode
Online
Fee
₹40,000
Overview

What you'll
be able to do.

  • This course provides insight into various concepts and tools used in the field related to robust control systems.
  • It gives ideas right from the mathematical modeling of a given real-time application to time and frequency domain analysis, and design.
  • It enables the learners to create a platform for designing robust control with research and industrial proficiency.
Tools you'll use
MATLABSimulink
Curriculum

12 modules,
built with industry.

  1. 01Robust Controls12 modules
    1. Introduction and PreliminariesW01
      • Motivation
      • Engineering Background of Robust Control (RC) in Automobiles
      • Real-World Applications
      • Future Scope
      • Refresher
        • Basic Control Theory
        • Fundamentals of Non-Linear and Linear Systems
        • Stability of Linear Systems
        • System Performance
        • Stability in Control Theory
        • Controllability and Observability
        • Linear Algebra and Functional Analysis
        • Mathematical Modeling
    2. Robust Control Fundamentals - Part IW02
      • Time Domain Properties
      • Frequency Domain Properties
      • Stabilization of Linear Systems
      • Optimization Theory
      • Basics of Convex Analysis
      • Linear Matrix Inequalities (LMIs)
    3. Robust Control Fundamentals - Part IIW03
      • Algebraic Riccati Equations
      • Limitations of Feedback Control
      • Model Uncertainty
      • Robust Analysis
        • Small Gain Principle
        • Lyapunov Method
      • Robust Control of Parametric Systems
    4. Robust Control Fundamentals - Part IIIW04
      • H2 Control
      • H∞ Control
      • Mixed H2/H∞ Control
    5. Implementation of Mass-Spring-Damper System in MATLAB/SimulinkW05
      • Problem Statement
      • Mathematical Modeling
      • Controller Design
      • Computer Simulations
    6. Implementation of Triple Inverted Pendulum in MATLAB/SimulinkW06
      • Problem Statement
      • Mathematical Modeling
      • Controller Design
      • Computer Simulations
    7. Advanced Robust Control - Part IW07
      • μ Synthesis
      • Regional Pole Placement
      • Gain Scheduled Control
      • Youla-Kucera Parameterization
      • Disturbance Observers
    8. Advanced Robust Control - Part IIW08
      • Repetitive Control for Time-Delayed Systems
      • H∞ Loop Shaping Control
      • Integral Quadratic Constraint (IQC) Control
    9. Implementation of Robust Control of Gantry Crane System in MATLAB/SimulinkW09
      • Problem Statement
      • Mathematical Modeling
      • Controller Design
      • Computer Simulations
    10. Implementation of Aircraft Model in MATLAB/SimulinkW10
      • Problem Statement
      • Mathematical Modeling
      • Controller Design
      • Computer Simulations
    11. Implementation of Robust DC Motor Design in MATLAB/SimulinkW11
      • Problem Statement
      • Mathematical Modeling
      • Controller Design
      • Computer Simulations
    12. Future ScopeW12
      • Robust MPC
        • Robust Adaptive Control
        • Robust Passivity-Based Control
        • Robust Game Theory
      • Robust Neural Networks
Industry projects

2 projects
you'll ship.

Our projects are designed by experts in the industry to reflect industry standards. By working through our projects, Learners will gain a practical understanding of what they will take on at a larger-scale in the industry. In total, there are 2 Projects that are available in this program.

Designing a Cruise Control System for a Motorcycle Parade

Designing a Cruise Control System for a Motorcycle Parade

Create a robust system of your own (e.g., H2, H∞, μ, LMI, etc.) choice considering an uncertainty of 40% in the overall mass and a 20% shift in the damping coefficient.

Implementation of Disturbance Observer for a Quanser QUBE Setup

Implementation of Disturbance Observer for a Quanser QUBE Setup

Designing a band-pass filter and implementing the overall design in MATLAB.

Fee

One fee.
Everything included.

Become job ready with our comprehensive industry focused curriculum for freshers & early career professionals

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₹40,000
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