The problem of estimating the reaction coefficient of a system governed by a reaction-diffusion partial differential equation is tackled. An estimator relying on boundary measurements only is proposed. The estimator is based upon a setpoint regulation strategy and leads to an asymptotically converging estimate of the unknown reaction coefficient. The proposed estimator is combined with a state observer and shown to provide an asymptotic estimate of the actual system state. A numerical example supports and illustrates the theoretical results.
Parameter Identification for an Uncertain Reaction-Diffusion Equation via Setpoint Regulation / Besançon, Gildas; Cristofaro, Andrea; Ferrante, Francesco. - In: IEEE CONTROL SYSTEMS LETTERS. - ISSN 2475-1456. - 8:(2024), pp. 1517-1522. [10.1109/lcsys.2024.3411836]
Parameter Identification for an Uncertain Reaction-Diffusion Equation via Setpoint Regulation
Cristofaro, Andrea
Membro del Collaboration Group
;
2024
Abstract
The problem of estimating the reaction coefficient of a system governed by a reaction-diffusion partial differential equation is tackled. An estimator relying on boundary measurements only is proposed. The estimator is based upon a setpoint regulation strategy and leads to an asymptotically converging estimate of the unknown reaction coefficient. The proposed estimator is combined with a state observer and shown to provide an asymptotic estimate of the actual system state. A numerical example supports and illustrates the theoretical results.File | Dimensione | Formato | |
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