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Neural Network Control Systems

Control nonlinear systems using model-predictive, NARMA-L2, and model-reference neural networks

Examples and How To

Use the Neural Network Predictive Controller Block
Use the NARMA-L2 Controller Block
Use the Model Reference Controller Block
Import-Export Neural Network Simulink Control Systems
Learn to import and export controller and plant model networks and training data.
Create Reference Model Controller with MATLAB Script
Create and train a custom controller architecture.

Concepts

Design Neural Network Predictive Controller in Simulink
Learn how the Neural Network Predictive Controller uses a neural network model of a nonlinear plant to predict future plant performance.
Design NARMA-L2 Neural Controller in Simulink
Learn the design of a NARMA-L2 Neural Controller.
Design Model-Reference Neural Controller in Simulink
Learn the design of a Model Reference Controller.