About me
I am a Ph.D. student within the research group System Identification and Control (SIC), Department of Control and Computer Engineering (DAUIN), Politecnico di Torino, Italy.
I obtained my bachelor's degree in Electronic Engineering from Politecnico di Torino in 2019 (score 109/110) and my master's degree in Mechatronic Engineering from Politecnico di Torino in 2021 (score 110 cum laude/110).
I am a teaching assistant in the “Laboratory of Robust Identification and Control” course in the Master's degree in Mechatronic Engineering, Politecnico di Torino.
I love playing chess; challenge me on chess.com! Username: Enimos.
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Research Activities
My research interests are in the areas of
dynamical systems theory;
system identification;
data-driven control;
optimization algorithms;
optimal and robust control.
Optimization algorithms design
We address the problem of developing efficient optimization algorithms, particularly constrained optimization problems. In this context, we propose a framework for developing algorithms based on feedback controller design [2]. Current developments in this direction include extending the framework in [2] to inequality constraints
System Identification
We address the problem of estimating the parameters of LTI black-box and gray-box models, considering continuous and discrete time.
We cast the problem in the set membership framework and provide a solution based on polynomial optimization. Considering nonlinear input-output models, we propose a novel training algorithm unaffected by vanishing gradient.
Data-driven controller design
We address the problem of directly designing feedback controllers from data without resorting to plant estimation/identification. We place particular emphasis on guaranteeing the feedback system's stability in the presence of finite data and bounded noise.