Control System Lectures - Bode Plots, Introduction
12 min
Beginner
Video
Theory
This lecture is an introduction to frequency response methods, and in particular describes the Bode plot. I go through how it is generated and why we use it to visualize the frequency...
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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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Intro to Data Science: What is Data Science?
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...
See More![Principal Component Analysis (PCA) 1 [Python]](/sites/default/files/styles/search_resulkts/public/2020-12/hqdefault_23.jpg?itok=ugDPjF_z "Principal Component Analysis (PCA) 1 [Python]")
Principal Component Analysis (PCA) 1 [Python]
7 min
Intermediate
Video
Application
This video describes how the singular value decomposition (SVD) can be used for principal component analysis (PCA) in Python (part 1).
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Data-Driven Control: Linear System Identification
20 min
Beginner
Video
Theory
Overview lecture on linear system identification and model reduction. This lecture discusses how we obtain reduced-order models from data that optimally capture input--output dynamics.
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Gain a better understanding of Root Locus Plots using Matlab
19 min
Beginner
Video
Theory
In this video I go through various ways to use Matlab to plot and visualize the root locus.
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How Antennas Work
8 min
Intermediate
Video
Theory
Antennas constitute as a major component in various communication systems, signal transmission and many others. It is important to understand how they work and create propagating waves in...
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Time domain - tutorial 3: signal transformations
11 min
Beginner
Video
Theory
In this video, we learn how different transformations can change the signal shape. Specifically, we cover time shifting & scaling as well as amplitude shift...
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Frequency domain – tutorial 7: Fourier transform examples marathon
46 min
Beginner
Video
Theory
In this video, we solve lots of lots examples to practice how to quickly find Fourier transform using table of pairs and properties. The learning objective i...
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Designing a Lead Compensator with Root Locus
13 min
Beginner
Video
Theory
This video walks through a phase lead compensator example using the Root Locus method.
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Control Bootcamp: Three Equivalent Representations of Linear Systems
12 min
Beginner
Video
Theory
This video explores three equivalent representations of linear systems: State-space ODEs, Frequency domain transfer functions, and Time-domain impulse response convolution.
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Bode Stability Criterion in Frequency Response Analysis Intro
12 min
Beginner
Video
Theory
The Bode stability criterion allows us to quickly determine the stability and relative stability of a transfer function. It uses a graphical method that can ...
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Time domain - tutorial 2: signal representation
2 min
Beginner
Video
Theory
In this video, we review how to represent information as a signal. The information can be anything such as voice (1D) or an image (2D) or even a video (3D). ...
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PID Control with Posicast 7 - ( In English )
12 min
Beginner
Video
Theory
In this video closed-loop configurations with PID controllers and Posicast are introduced.
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SVD and Optimal Truncation
11 min
Intermediate
Video
Theory
This video describes how to truncate the singular value decomposition (SVD) for matrix approximation.
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Machine Learning Goals
7 min
Beginner
Video
Theory
This lecture discusses the high-level goals of machine learning, and what we want out of our models. Goals include speed and accuracy, along with interpretability, generalizability...
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Feedforward Control Intro
7 min
Beginner
Video
Theory
If we know how a disturbance will affect an output, we can proactively change our manipulated variable to counteract it.
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Stanford CS234: Reinforcement Learning | Winter 2019 | Lecture 12 - Fast Rei...
81 min
Intermediate
Video
Theory
Professor Emma Brunskill
Assistant Professor, Computer Science
Stanford AI for Human Impact Lab
Stanford Artificial Intelligence Lab
Statistical Machine Learning Group
The Frobenius Norm for Matrices
2 min
Intermediate
Video
Theory
This video describes the Frobenius norm for matrices as related to the singular value decomposition (SVD).
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Direct Synthesis for PID Design Intro
11 min
Beginner
Video
Theory
Direct Synthesis for PID Design Intro
See More![Controllability [Control Bootcamp]](/sites/default/files/styles/search_resulkts/public/2020-12/maxresdefault_301.jpg?itok=H78kwaJN)
Controllability [Control Bootcamp]
32 min
Beginner
Video
Theory
This lecture explores when a linear system is controllable. We begin with the simple test in terms of the rank of the controllability matrix on a few intuitive examples.
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Introduction to Ordinary Differential Equations
35 min
Beginner
Video
Theory
In this video we introduce the concept of ordinary differential equations (ODEs). We give examples of how these appear in science and engineering as well as...
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Data-Driven Control: Balanced Truncation Example
10 min
Intermediate
Video
Application
In this lecture, we explore the balanced truncation procedure on an example in Matlab. In particular, we demonstrate the ability of a balancing transformation to make the controllability...
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Gaussian/Normal Distributions
99 min
Beginner
Video
Theory
In this video we discuss the Gaussian (AKA Normal) probability distribution function. We show how it relates to the error function (erf) and discuss how to ...
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Manipulating Aerodynamic Coefficients
25 min
Intermediate
Video
Theory
In this video we discuss some potential problems you may encounter when attempting to perform operations with dimensionless aerodynamic coefficients such as CL and CD.
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