This work presents the first application of the recently developed Twin-in-the-Loop Control (TiL-C) approach to a disturbance rejection problem, focusing on the regulation of an active suspension system. By evaluating mismatches between the digital twin and the actual vehicle, the study identifies limitations in TiL-C and proposes new compensation strategies to address the simulation-to-reality gap in controller tuning during the end-of-line phase. The findings demonstrate TiL-C's potential to connect digital and physical systems, enabling broader applications of TiL-C across multiple fields.

Twin-in-the-Loop disturbance rejection with application to active suspension systems

Delcaro, Giacomo;Formentin, Simone;Savaresi, Sergio Matteo
2025-01-01

Abstract

This work presents the first application of the recently developed Twin-in-the-Loop Control (TiL-C) approach to a disturbance rejection problem, focusing on the regulation of an active suspension system. By evaluating mismatches between the digital twin and the actual vehicle, the study identifies limitations in TiL-C and proposes new compensation strategies to address the simulation-to-reality gap in controller tuning during the end-of-line phase. The findings demonstrate TiL-C's potential to connect digital and physical systems, enabling broader applications of TiL-C across multiple fields.
2025
Active suspension control
Bayesian Optimization
Digital twin
Disturbance rejection
Twin-in-the-Loop
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/1295556
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