Designing effective braking controllers for aircrafts is a challenging task, due to the highly time-varying dynamical features and the very different working conditions of interest. Traditional controllers rely on threshold-based acceleration approaches, but it has been recently proved that slip-based solutions can enhance performance and allow direct tire monitoring. However, also slip-based solutions need adaptation. This paper shows how this can be achieved via LPV data-driven design, with an approach that has its major strength in easing the controller design phase, as it learns both controller parameters and scheduling functions from data. The proposed slip controller ensures both safety and performance, and it is tested within a very realistic simulation setting, endowed with measured noises due to slip estimation errors.

Development of a key performance indicator framework for automated warehouse systems / Faveto, Alberto; Traini, Emiliano; Bruno, Giulia; Lombardi, Franco. - ELETTRONICO. - 54:(2021), pp. 116-121. (Intervento presentato al convegno 17th IFAC Symposium on Information Control Problems in Manufacturing INCOM 2021 tenutosi a Milan nel 19 July 2021 through 20 July 2021) [10.1016/j.ifacol.2021.08.013].

Development of a key performance indicator framework for automated warehouse systems

Faveto, Alberto;Traini, Emiliano;Bruno, Giulia;Lombardi, Franco
2021

Abstract

Designing effective braking controllers for aircrafts is a challenging task, due to the highly time-varying dynamical features and the very different working conditions of interest. Traditional controllers rely on threshold-based acceleration approaches, but it has been recently proved that slip-based solutions can enhance performance and allow direct tire monitoring. However, also slip-based solutions need adaptation. This paper shows how this can be achieved via LPV data-driven design, with an approach that has its major strength in easing the controller design phase, as it learns both controller parameters and scheduling functions from data. The proposed slip controller ensures both safety and performance, and it is tested within a very realistic simulation setting, endowed with measured noises due to slip estimation errors.
2021
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11583/2937095