3 papers
eess.SY2026
pysib: An Open-Source Python Toolbox for Linear System Identification
Diego Eckhard
Discrete-time polynomial input--output models (ARX, ARMAX, OE, and Box--Jenkins) are usually estimated by prediction-error methods, but for OE, ARMAX, and BJ the finite-sample crit…
eess.SY2024
Identification of a time-varying SIR Model for Covid-19
Walter HMendes aselein, Diego Eckhard
Throughout human history, epidemics have been a constant presence. Understanding their dynamics is essential to predict scenarios and make substantiated decisions. Mathematical mod…
eess.SY2022
Nonlinear VRFT with LASSO
Alexandre Sanfelici Bazanella, Diego Eckhard
Virtual Reference Feedback Tuning (VRFT) is a well known and very successful data-driven control design method. It has been initially conceived for linear plants and this original…