Robotic Car - A Simple Way to Build a Model
15 min
Beginner
Video
Theory
You don't always have to work out the math in order to build up a model of your system. Sometimes generating a model is as easy as running a simple test and inspecting the results. I show...
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Control Bootcamp: Observability Example in Matlab
8 min
Beginner
Video
Application
This video explores observability in Matlab on the example system of an inverted pendulum on a cart.
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Kristin Pettersen Lectures on Nonlinear Control
300 min
Intermediate
Video
Theory
Kristin Pettersen Lectures on Nonlinear Control, including many of the necessary mathematical tools and concepts.
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Regulatory PID (Polish)
18 min
Beginner
Video
Theory
W tym odcinku, opisze wam podstawy działania regulatorów PID.
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Control Bootcamp: Introduction to Robust Control
8 min
Beginner
Video
Theory
This video motivates robust control with the famous 1978 paper by John Doyle, titled "Guaranteed Margins for LQG Regulators"... Abstract: There are none.
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Wind Tunnel Data Analysis and Testing Considerations
111 min
Intermediate
Video
Theory
This is the last video in our 3 part series on wind tunnel testing. In this video, we discuss what typical plots of wind tunnel data might look like and how to extract relevant information...
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What are Transfer Functions? | Control Systems in Practice
10 min
Beginner
Video
Theory
This video introduces transfer functions - a compact way of representing the relationship between the input into a system and its output. It covers why transfer functions are so popular and...
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System Identification: Regression Models
5 min
Intermediate
Video
Theory
This lecture provides an overview of modern data-driven regression methods for linear and nonlinear system identification, based on the dynamic mode decomposition (DMD), Koopman theory, and...
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Autonomous Navigation, Part 6: Metrics for System Assessment
15 min
Beginner
Video
Theory
Take a systems engineering approach to verifying the autonomous navigation system end to end and learn how simulations and physical tests can complement each other. The video also covers a...
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Nathan Kutz:"Data-driven Discovery of Governing Physical Laws"
73 min
Intermediate
Video
Theory
Seminar by Dr.Nathan Kutz on "Data-driven Discovery of Governing Physical Laws" on 10/31/2018 CICS Seminar Series
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Intro to Data Science: Overview
6 min
Beginner
Video
Theory
This lecture provides an introductory overview to data science. I will discuss the high-level goals of this lecture series, and how data science is about asking and answering questions with...
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Nonlinear System Identification | System Identification, Part 3
17 min
Beginner
Video
Theory
Learn about nonlinear system identification by walking through one of the many possible model options: A nonlinear ARX model. Brian Douglas covers the importance of adding an offset term to...
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Video Lectures on Automatic Control
Beginner
Video
Theory
A collection of 32 video lectures on automatic control by Dr. Rajesh Joseph Abraham.
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Model Reference Adaptive Control Part-1
60 min
Beginner
Video
Theory
Video course on nonlinear and adaptive control by Dr. Shubhendu Bhasin, Department of Electrical Engineering, IIT Delhi.
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Control Systems in Practice, Part 1: What Control Systems Engineers Do
14 min
Beginner
Video
Theory
This video walks through the phases of a typical project and describes what it means to be a control systems engineer. It covers the concept formulation phase, in which your job is to help...
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How I put the Google Maps Algorithm on my Autonomous Drone
13 min
Intermediate
Video
Application
This fully autonomous drone has an onboard computer ‘brain’, camera ‘eyes’, and an algorithm that generates the fastest path around unknown obstacles as they’re detected mid-flight. Let’s...
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Vectors, Dot Products, Cross Products - 3D Kinematics
50 min
Beginner
Video
Theory
Walter Lewin is one of the most reputed professors and was a former lecturer at MIT. His free to watch series on YouTube titled 8.01 is an excellent one for undergrads and high school...
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Advanced process control (APC): Theory & Applications in SAGD
Intermediate
Video
Theory
This webinar is presented by Thiago Avila and covers what APC is, why we do it, examples of APC in the SAGD industry, what optimization opportunities are available, and where this technology...
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How are Beamforming and Precoding Related?
12 min
Beginner
Video
Theory
Explains the relationship between Beamforming and Precoding in multi-antenna communication systems. Also discusses the relationship to Diversity.
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Systems Engineering, Part 4: An Introduction to Requirements
15 min
Beginner
Video
Theory
Get an introduction to an important tool in systems engineering: requirements. You'll learn about the three things every requirement must have and what makes a requirement valid. You'll also...
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Using Transfer Learning | Deep Learning for Engineers, Part 4
16 min
Beginner
Video
Theory
This video introduces the idea of transfer learning. Transfer learning is modifying an existing deep network architecture and then retraining it to accomplish your task rather than the task...
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Passivity-Based Control to Guarantee Stability | Control Systems in Practice...
15 min
Beginner
Video
Theory
Learn about passivity-based control to guarantee closed-loop stability of feedback systems. Consider different ways to assess the stability of systems other than looking at gain and phase...
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Using ‘fminsearch’ to Minimize a Function Specified by a File with Extra Par...
25 min
Beginner
Video
Application
In this video we show 4 different ways to use/call Matlab’s ‘fminsearch’ function to perform unconstrained optimization.Topics and timestamps:0:00 – Introduc...
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Student's Guide to Bayesian Statistics
15 min
Beginner
Video
Theory
This video provides a summary of a textbook Bed Lambert wrote on Bayesian inference and accompanying (freely available) YouTube course.
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The Braitenberg Vehicles
15 min
Beginner
Video
Theory
This video explores the world of simple logical robots as described by Valentino Braitenberg in his book Vehicles, Experiments in Synthetic Psychology. With very simple linkages between...
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