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Dynamic Mode Decomposition (Overview)

Steve Brunton
18 min
Intermediate
Video
Theory

In this video, we introduce the dynamic mode decomposition (DMD), a recent technique to extract spatio-temporal coherent structures directly from high-dimensional data. DMD has been widely...

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3D Kinematics, Free Falling, Reference Frames

Lectures by Professor Walter Lewin, MIT OCW
53 min
Intermediate
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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Toys for Control Education

Ichiro Maruta
Intermediate
App
Theory

Teaching materials for control engineering education that run in web browsers. Speed control, position control, step response of 2nd order system, pole and impulse response, and rocket.

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Process Control is Inventory Control

R. Russell Rhinehart
10 min
Beginner
Article / Blog
Application

You change the inventory of heat to change temperature.  You change the inventory of material to change level.  Understanding how the inventory relates to the controlled variable is...

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So You Want to be a Systems Engineer

Gentry Lee, posted by Pythonista
53 min
Beginner
Video
Theory

A presentation by Gentry Lee on what qualities and characteristics make a great systems engineer. At the time of the presentation, Gentry Lee was the Chief Engineer for the Solar System...

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Control Valve Problems

Jacques Smuts
20 min
Intermediate
Article / Blog
Application

Control valve problems can severely affect control loop performance and, unless eliminated, they can make controller tuning a challenging (sometimes impossible) task. Some problems are quite...

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Linear Regression 1 [Python]

Steve Brunton
6 min
Intermediate
Video
Application

This video describes how the singular value decomposition (SVD) can be used for linear regression in Python (part 1).

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NASA's General Mission Analysis Tool (GMAT)

NASA Technology Transfer Program
Advanced
Software
Application

NASA's GMAT is the worlds only enterprise, multi-mission, open source software system for space mission design, optimization, and navigation. The system supports missions in flight regimes...

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