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Optimization of Various Circuit Topologies in Power Electronics using MATLAB Machine Learning and Deep Learning Functions

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Silumin
Silumin 2023-6-20
Hello MathWorks Community,
I'm currently working on a project involving power electronics, where I aim to optimize various circuit topologies. I would like to leverage the machine learning and deep learning capabilities provided by MATLAB in order to achieve this, but I'm having some trouble figuring out how to get started.
I would appreciate any guidance on how I can approach this problem. Are there any relevant functions or toolbox in MATLAB that could be especially helpful for such a task? Are there examples or tutorials that demonstrate similar applications of machine learning or deep learning to problems in power electronics or circuit optimization?
I understand that training a machine learning or deep learning model requires a dataset. For this particular problem, what kind of data should I aim to gather? How could I prepare this data for the training process?
Any help or guidance would be greatly appreciated.
Thank you in advance for your support.

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