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Control System, Optimization and Hardware in Loop Simulation

Lee Ebooks & Tutorials 23 Sep 2021, 04:36 0
Control System, Optimization and Hardware in Loop Simulation
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 11 lectures (2h 36m) | Size: 623 MB

Modeling of Physical Systems (e.


using MATLAB, SIMU and Arduino

Fractional Order PID controller design and optimization

Fuzzy-PID controller design and optimization

g. D.C. Motor, Inverted Pendulum)

domain & Frequency Domain Analysis of Physical Systems

PID Controller Design for Systems (using Matlab and simulink)

Simulink Modeling of Power systems e.g. Load Frequency Control (LFC), Buck-Boost Converter, DVR

Basics of Optimization Algorithms

Genetic algorithm based optimization

Particle swarm optimization (PSO) Application

Matlab Basics

Theoritical Knowledge of System Modeling

Control System Basics

Power System Basics

Course Description:

In this course, you will learn basics of control systems starting from modeling of the system to the controller design of the same for specific application. You will learn to create the system and design it's controller (PID/FOPID/Fuzzy-PID) on MATLAB/SIMU Environment. The course will teach you modelling of various systems and design different controllers for them. You will be able to learn the concepts of Step response, Impulse Response, Bode Plot, Root Locus, Nyquist Plot etc. You will learn to simulate the systems on SIMU. System identification techniques will be taught as well to design controllers for real hardware. HIL simulation example has also been discussed in this course to give the better understanding of topic with hardware.

----------Some highlights---------------

1. Well explained theoretical concepts.

2. Teaching with the flavour of hardware implementation

3. Learn to apply Optimization for different applications

4. Learn different types of controllers and their tuning methods

5. Arduino connections with MATLAB/Simulink

6. HIL simulation of PID using Arduino and MATLAB

7. System identification of real test hardware using input/output data

8. Total 8 modules with detailed practice content

What you'll learn

· Control System Basics

· Optimization concept and application

· Modelling of DC Motor and Its Control

· Modelling and control of Inverted Pendulum

· Modelling and Control of Buck-Boost Converters

· Load Frequency Control

· Power Quality Improvement Technique (DVR)

· PID Controller Design and Simulation

· Fractional Order PID (FOPID) Controller Design and Simulation

· Fuzzy-PID Controller Design

· Cost or objective function designing

· Genetic Algorithm for Parameter Optimization of controllers

Particle Swarm Optimization Algorithm

System identification technique using MATLAB

HIL simulation with PID controller using Arduino and SIMU

Are there any course requirements or prerequisites

· MATLAB Software

· Basics of MATLAB

Who this course is for:

1) If you wanted to learn optimization, then you should take this course.

2) If you are an eeering graduate in control, then you must take this course.

3) If you are an Ph.D research scholar then you must take this course.

If you are a control eeer and wanted to learn more about the Optimization, then you should take this course.

Control system designers

Eeers working in Power system industry

Acadians

Students, Research Scholars

Ph.D scholars

Graduate students






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