Extremum Seeking Control in Simulink
Offered By: Steve Brunton via YouTube
Course Description
Overview
Explore extremum-seeking control (ESC) through a practical Simulink example in this 27-minute lecture. Learn to build control topology, set up static objective functions, and configure initial conditions. Discover how to implement ESC using Simulink's library and building blocks. Observe a live demonstration of the technique, including adjustments to integrator gain and highpass filter settings. Gain insights from referenced literature on real-time optimization and stability analysis of ESC for nonlinear dynamic systems. Access accompanying code and additional resources to deepen your understanding of this powerful control method.
Syllabus
Introduction
Simulink Library
Building Blocks
Building Control Topology
Static Objective Function
Initial Conditions
Demonstration
Increasing integrator gain
Highpass filter
Taught by
Steve Brunton
Related Courses
Modelling and Simulation using MATLAB®iversity Modelling and Simulation using Simulink
RheinMain University of Applied Sciences via iversity Advanced Linear Continuous Control Systems: Applications with MATLAB Programming and Simulink
Indian Institute of Technology Roorkee via Swayam MATLAB for the Absolute Beginner
Udemy Learn MATLAB and SIMULINK in one week
Udemy