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.