Intro to Data Science: Answering Questions with Data
6 min
Beginner
Video
Theory
This lecture describes the central aspect of data science: asking and answering questions with data. In particular, we discuss the thought process and progression of questions one might ask...
See More
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...
See More
An Artificial Intelligence Primer
15 min
Beginner
Article / Blog
Theory
This blog post is a great primer providing definitions for basic terms used in AI and machine learning (ML) such as supervised learning, unsupervised learning, and transfer learning...
See More
Understanding Control Systems (Playlist)
Beginner
Video
Theory
Learn the basic concepts behind controls systems. Walk through everyday examples that outline fundamental ideas, and explore open-loop and feedback control systems. These videos explore open...
See More
MATLAB Discovery Page - Anomaly Detection
Beginner
Article / Blog
Theory
Anomaly detection is the process of identifying events or patterns that differ from expected behavior. Anomaly detection can range from simple outlier detection to complex machine learning...
See More
Basic course of control theory (Hungarian and English)
Beginner
Article / Blog
Theory
The basic course of control theory is taught in the 3rd year for the students specialized in information technology at the Faculty of Electrical Engineering and Informatics of the Budapest...
See More
Solving Systems of Equations Using the Optimization Penalty Method
44 min
Beginner
Video
Theory
In this video we show how to solve a system of equations using numerical optimization instead of analytically solving. We show that this can be applied to e...
See More
Mathworks Model Reference Adaptive Control Overview
Beginner
Article / Blog
Theory
This website provides an overview of the mathematics behind Model Reference Adaptive Control (MRAC). MRAC is a model-based, real-time adaptive control algorithm that computes control actions...
See More
Introduction to Hybrid Beamforming
Beginner
Example
Application
This MATLAB example introduces the basic concept of hybrid beamforming and shows how to simulate such a system.
See More
1D Kinematics - Speed, Velocity, Acceleration
51 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...
See More
System Identification: Sparse Nonlinear Models with Control
8 min
Beginner
Video
Theory
This lecture explores an extension of the sparse identification of nonlinear dynamics (SINDy) algorithm to include inputs and control. The resulting SINDY with control (SINDYc) can be used...
See More
Directivity and Antenna Gain - radartutorial.eu
Beginner
Article / Blog
Theory
This page describes antenna directivity and gain. The directivity of an antenna is the ratio of the power density S (radiant intensity per unit area) of the real antenna in its main...
See More
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.
See More
Feedback Systems: An Introduction for Scientists and Engineers
Beginner
Book
Theory
This is the wiki for the text Feedback Systems (second edition) by Karl J. Åström and Richard M. Murray. On this resource you will find the complete text of the book as well as additional...
See More
What Is a Control System and Why Should I Care?
25 min
Beginner
Video
Demonstration
This is a 25 minute abbreviated version of the Part 1 & Part 2 talk. It goes through the basic ideas while skipping some of the details and examples of the longer talks. The talk abstract...
See More
READ FIRST: How to learn PLC's and get into the Industrial Automation World ...
Beginner
Article / Blog
Theory
r/PLC is dedicated to discussion and questions about Programmable Logic Controllers (PLCs): "an industrial digital computer that has been ruggedized and adapted for the control of...
See More
Benchmarking tools for a priori identifiability analysis
Advanced
Peer Reviewed Paper
Evaluation
Recent review and benchmark of software tools that can be used for assess the structural identifiability of dynamical systems
See More
Wind Tunnel Corrections and Data Reduction
171 min
Advanced
Video
Theory
This is the second of our 3 part series on wind tunnel testing. In this video, we discuss 11 different corrections and data reduction processes that are applied to raw wind tunnel data to...
See More
Process Control is Inventory Control
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...
See More
Understanding the Discrete Fourier Transform and the FFT
19 min
Beginner
Video
Theory
The discrete Fourier transform (DFT) transforms discrete time-domain signals into the frequency domain. The most efficient way to compute the DFT is using a fast Fourier transform (FFT)...
See More
Nonlinear Oscillations, Dynamical Systems, and Bifurcations of Vector Fields...
Beginner
Book
Theory
From the reviews: "This book is concerned with the application of methods from dynamical systems and bifurcation theories to the study of nonlinear oscillations. Chapter 1 provides a review...
See More
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...
See More
What is a Matched Filter?
10 min
Beginner
Video
Theory
This video explains the Matched Filter from a signals perspective.
See More
Introduction to the A* Algorithm
15 min
Beginner
Article / Blog
Application
An interactive visual explanation of the A* algorithm using motivating examples from computer games.
See More
Process Dynamics and Control Course
Beginner
Course
Theory
This course focuses on a complete start to finish process of physics-based modeling, data driven methods, and controller design. Although some knowledge of computer programming is required...
See More