Hi can anyone help me; I am working on neural network project in Simulink. I going to train the neural network to control a nonlinear system into Simulink. I used this neural network in Simulink user Matlab function block to connect the system with the NN controller.
I have tried my many ways to train this neural network into the Matlab function block but not able to get success.
another question, to control system using NN, I have to discretize the controlled system or it is not necessary.
yes
you can follow my steps in my paper " Artificial neural controller for maximum power point tracking of photovoltaic system "
Power Systems Conference, 2006. MEPCON 2006. Eleventh International Middle East , vol.2, no., pp.562,567, 19-21 Dec. 2006
1) There are some M file programs in book like : F L Lewis (Neural Network Control of Robot Manipulators ). Some M File programs are mentioned.
Convert these in to Simulink.
Steps: Mfile program using ODE 45 and then use Simulink.
2) Book:
Stable Adaptive Control and Estimation for Nonlinear Systems: Neural and Fuzzy Approximator Techniques
The authors have given all Matlab codes on websites.
Best luck
I did research on control system using NN and implemented it in a hardware in loop simulation using Matlab/Simulink and dSpace 15 years ago. I built my own neural networks simulink block using S-Function with C. I do not follow the status of current NN Simulink toolbox, but the Simulink block written in S-Function with C is very powerful.
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