Kody Powell

Real-time Data Exchange and MATLAB Code Generation with ChatGPT

Exporting Python Data: Real-time Data Exchange with Other Platforms and Code Generation with ChatGPT

Data Exchange Between Python and Simulink: Overall Concept

Importing and Exporting Data To/From MATLAB and Simulink

Communication Between Platforms: Python and Simulink

On/Off Control Control in Simulink Using a Relay Block

Logic-Based Control in Simulink

Process Control In Simulink: Cascade Control

Process Control In Simulink: PID Controller Tuning and Implementation

Process Control In Simulink: Proportional Integral Derivative (PID) Control Explained (Part 2)

Process Control In Simulink: Proportional Integral Derivative (PID) Control Explained (Part 1)

Process Control In Simulink: Approximating a Process using a Transfer Function Model

Process Control In Simulink: An Introduction to Feedback Control

Simulating Systems in Simulink: Coupled Differential Equations and Multiple State Variables

Developing a Dynamic Model with Coupled Differential Equations

Simulating Systems in Simulink with State-Dependent Derivatives and Intermediate Equations

Simulating Systems in Simulink with Custom Equations and Custom Code

Introducing Simulink: A Versatile and Powerful Tool for Dynamic Simulation

Machine Learning in Python: Plotting the Training History from an ANN Model

Машинное обучение на Python: прогнозирование с помощью модели ANN

Machine Learning in Python: Evaluating a Multi-Layer Perceptron Model

Machine Learning in Python: Training a Multi-Layer Perceptron

Machine Learning in Python: Training Artificial Neural Networks

Машинное обучение на Python: введение в искусственные нейронные сети

Machine Learning in Python: Correlation Coefficients and the Seaborn Heat Map

Machine Learning in Python: Data Analysis with the Seaborn Pairplot Tool

Optimization with Python and SciPy: Convexity and Global vs. Local Optima

Optimization with Python and SciPy: Equality Constraints

Optimization with Python and SciPy: Nonlinear Programming (NLP) and Degrees of Freedom (DOFs)

Optimization with Python and SciPy: Updating a Model for Real-Time Optimization (RTO)