76 citations · 460 across the 31 of their papers we have counts for
4 papers · 1 filter
Data-driven filtering for linear systems using Set Membership multistep predictors
Marco Lauricella, Lorenzo Fagiano
This paper presents a novel data-driven, direct filtering approach for unknown linear time-invariant systems affected by unknown-but-bounded measurement noise. The proposed techniq…
Set Membership identification of linear systems with guaranteed simulation accuracy
Marco Lauricella, Lorenzo Fagiano
The problem of model identification for linear systems is considered, using a finite set of sampled data affected by a bounded measurement noise, with unknown bound. The objective…
Guaranteed simulation error bounds for linear time invariant systems identified from data
Marco Lauricella, Lorenzo Fagiano
This is a technical report that extends and clarifies the results presented in [1]. The model identification problem for asymptotically stable linear time invariant systems is cons…
Identification of Induction Motors with Smart Circuit Breakers
Lorenzo Fagiano, Marco Lauricella, Daniele Angelosante +1
The problem of estimating the parameters of induction motor models is considered, using the data measured by a circuit breaker equipped with industrial sensors. The measured data p…