Udemy - Control System, Optimization and Hardware in Loop Simulation

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size805.9 MB
  • Uploaded Byfreecoursewb
  • Downloads36
  • Last checkedOct. 01st '21
  • Date uploadedSep. 28th '21
  • Seeders 3
  • Leechers5

Infohash : B241714D20AE3094536195EA0374134967993ABD

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
using MATLAB, SIMULINK and Arduino
What you'll learn:
Fractional Order PID controller design and optimization
Fuzzy-PID controller design and optimization
Modeling of Physical Systems (e.g. D.C. Motor, Inverted Pendulum)
Time 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

Requirements
Matlab Basics
Theoritical Knowledge of System Modeling
Control System Basics
Power System Basics

Description
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/SIMULINK 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 SIMULINK. 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.

Files:

[ DevCourseWeb.com ] Udemy - Control System, Optimization and Hardware in Loop Simulation
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1. Introduction
    • 1. Introduction.mp4 (18.0 MB)
    • 1. Introduction.srt (1.6 KB)
    • 2. Required Software.mp4 (12.1 MB)
    • 2. Required Software.srt (1.3 KB)
    2. Control System Basics using MATLABSIMULINK
    • 1. Mathematical modeling of systems (Theory).mp4 (70.4 MB)
    • 1. Mathematical modeling of systems (Theory).srt (20.0 KB)
    • 1.1 System Modeling.pdf (672.9 KB)
    • 2. TF creation in MATLAB (Practical).mp4 (56.1 MB)
    • 2. TF creation in MATLAB (Practical).srt (12.1 KB)
    • 2.1 L4 Transfer Function in MATLAB.pdf (501.9 KB)
    • 3. Time domain response in MATLAB.mp4 (51.2 MB)
    • 3. Time domain response in MATLAB.srt (11.1 KB)
    • 3.1 L4_step_response.m (0.3 KB)
    • 3.2 L5 Time Domain Response in MATLAB.pdf (470.4 KB)
    • 4. Frequency domain response in MATLAB.mp4 (129.3 MB)
    • 4. Frequency domain response in MATLAB.srt (20.9 KB)
    • 4.1 L6_1_bode.m (0.5 KB)
    • 4.2 L6_2_nyquist.m (0.3 KB)
    • 5. Closed Loop Response and Controllers (Theory + Practical).mp4 (65.8 MB)
    • 5. Closed Loop Response and Controllers (Theory + Practical).srt (15.0 KB)
    • 5.1 L7 Closed Loop Response and Controllers.pdf (618.1 KB)
    • 5.2 L7_closed_response.m (0.5 KB)
    • 6. PID Design and Tuning in MATLAB (Theory + Practical).mp4 (99.2 MB)
    • 6. PID Design and Tuning in MATLAB (Theory + Practical).srt (19.6 KB)
    • 6.1 L8 PID Controller Design and Tuning.pdf (497.8 KB)
    • 6.2 L8_PID_example.m (0.6 KB)
    • 7. PID Design in SIMULINK.mp4 (96.5 MB)
    • 7. PID Design in SIMULINK.srt (21.8 KB)
    • 7.1 L9_PID_model.slx (22.2 KB)
    • 8. Lecture 10 Fractional order PID (MATLAB).mp4 (144.3 MB)
    • 8. Lecture 10 Fractional order PID (MATLAB).srt (23.9 KB)
    • 8.1 L10_FOPID_example.m (0.4 KB)
    • 9. Lecture 11 FOPID (SIMULINK).mp4 (60.1 MB)
    • 9. Lecture 11 FOPID (SIMULINK).srt (12.4 KB)
    • 9.1 L11_FOPID_model.slx (19.6 KB)
    • Bonus Resources.txt (0.3 KB)

Code:

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