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EMC Group (Electromagnetic Compatibility)

Design of an embedded system for the real time monitoring of the healthy status of power electronic devices based on machine learning tools

keywords MATLAB, MODELING AND SIMULATION, SPICE SIMULATION, SWITCHING POWER CONVRTERS, SYSTEM IDENTIFICATION

Reference persons PAOLO MANFREDI, IGOR SIMONE STIEVANO, RICCARDO TRINCHERO

Research Groups EMC Group (Electromagnetic Compatibility)

Thesis type RESEARCH

Description The proposed research activity addresses the development (in Matlab) of a tool for the prediction of the heathy status of an electrical or electronic power system such as a switching power converter or an inverter. The mentioned prediction is done by means of the estimation of system parameters (i.e., the values of system components) from external observations. System identification tools, machine learning techniques and optimization methods will be used.

Required skills Matlab, SPICE, circuit theory and analog electronics


Deadline 14/02/2023      PROPONI LA TUA CANDIDATURA




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