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Model predictive control python toolbox

do-mpc
Intermediate
Software
Application

do-mpc is a comprehensive open-source toolbox for robust model predictive control (MPC) and moving horizon estimation (MHE)do-mpc enables the efficient formulation and solution of control...

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Block Diagram Algebra

Christopher Lum
89 min
Beginner
Video
Theory

In this video we introduce block diagrams (AKA signal flow diagrams). We explore how they are used to describe complex systems as well as how to perform blo...

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Introduction to System Identification

Mathworks - Professor Lennart Ljung
46 min
Beginner
Video
Theory

In this webinar, you will have a unique chance to learn about system identification from a world-renowned subject expert, Professor Lennart Ljung. Professor Ljung will explain the basic...

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System Identification: Koopman with Control

Steve Brunton
10 min
Intermediate
Video
Theory

This lecture provides an overview of the use of modern Koopman spectral theory for nonlinear control. In particular, we develop control in a coordinate system defined by eigenfunctions of...

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Radar Design with the Radar Designer App

Mathworks
5 min
Beginner
Video
Theory

The Radar Designer app is an interactive tool that assists engineers and system analysts with high-level design and assessment of radar systems at the early stage of radar development.

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Measurements, Transmission Signals, and Issues

R. Russell Rhinehart
45 min
Intermediate
Article / Blog
Application

This is an introduction to scaled information transmission signals (for example 4-20 mA, 3-15 psig, etc.), the actual sensed signals (like using orifice dP to infer flow rate, or temperature...

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The Linear Quadratic Regulator

Laurent Lessard
Beginner
Article / Blog
Theory

In these notes, we will derive the solution to the finite-horizon linear quadratic regulator (LQR) problem in several different ways. Fundamentally, LQR can be viewed as a large least...

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Post-Pandemic: A Hybrid Lab Experience

Paul Karam | Quanser
Beginner
Article / Blog
Application

This article discusses the importance of a hybrid laboratory model, blending physical hardware with digital twins. Example using the Quanser Interactive Lab (QLabs) platform is given.

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Intro to Data Science: What is Data Science?

Steve Brunton
8 min
Beginner
Video
Theory

This lecture provides an overview of the various components of data science, including data collection, cleaning, and curation, along with visualization, analysis, and machine learning (i.e...

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Interactive Course for Control Theory

Erasmus+
Beginner
Course
Theory

Control Theory is a topic that finds a widespread application throughout engineering and natural sciences. It is very common in electrical, mechanical and process engineering. Especially...

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MATLAB Command: resid

Mathworks
Intermediate
Article / Blog
Application

This MATLAB command is part of the system identification toolbox and provides a way to compute and test residuals.

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Respect the Unstable

Gunter Stein
71 min
Beginner
Video
Theory

An understanding of fundamental limitations is an essential element in all engineering. Shannon's early results on channel capacity have always had center court in signal processing...

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