MATLAB/Simulink Modelling for Energy Systems

I would like to carry out modeling and simulation using MATLAB/Simulink for a system that includes:

Implementation of an MPPT strategy for a doubly-fed synchronous wind generator using Backstepping control;

Design and implementation of an intelligent MPPT control for the photovoltaic system;

Modeling of an energy storage system associated with a resistive load;

Connection to the grid and addition of a resistive load;

Development of an intelligent system based on a neural network for supervision, energy management, and fault diagnosis.

The work will be presented in the form of a report written in Microsoft Word, describing in detail the algorithms used, the analysis of the simulation results, and their interpretation.

The final part, dedicated to the intelligent supervision, energy management, and diagnostic system, will be described in depth. It will include:

The neural network architecture (type, number of layers, activation functions);

The learning method and the dataset used;

Performance evaluation and validation criteria;

Interpretation of system performance under normal operating conditions and in the presence of faults.