This study introduces conformable fractional-order integral backstepping as a novel method for managing blood glucose levels in type-1 diabetes, building on integer-order Bergman's minimal model of the glucose-insulin system. It advances the field by integrating insulin pump dynamics and accounting for external disturbances. The approach is pioneering, and Monte-Carlo analysis is utilised to evaluate the controller's performance across varying model parameters, reflecting clinical scenarios. A comparison shows that this method outperforms traditional techniques, offering greater robustness against parameter disturbances and hypoglycemic events.

Noshad, E., Nozari, H.A., Castaldi, P. (2025). A novel fractional-order integral backstepping control approach: an application to integer-order nonlinear glucose-insulin system dynamics. JOURNAL OF CONTROL AND DECISION, 1, 1-13 [10.1080/23307706.2025.2504687].

A novel fractional-order integral backstepping control approach: an application to integer-order nonlinear glucose-insulin system dynamics

Castaldi P.
Ultimo
Conceptualization
2025

Abstract

This study introduces conformable fractional-order integral backstepping as a novel method for managing blood glucose levels in type-1 diabetes, building on integer-order Bergman's minimal model of the glucose-insulin system. It advances the field by integrating insulin pump dynamics and accounting for external disturbances. The approach is pioneering, and Monte-Carlo analysis is utilised to evaluate the controller's performance across varying model parameters, reflecting clinical scenarios. A comparison shows that this method outperforms traditional techniques, offering greater robustness against parameter disturbances and hypoglycemic events.
2025
Noshad, E., Nozari, H.A., Castaldi, P. (2025). A novel fractional-order integral backstepping control approach: an application to integer-order nonlinear glucose-insulin system dynamics. JOURNAL OF CONTROL AND DECISION, 1, 1-13 [10.1080/23307706.2025.2504687].
Noshad, E.; Nozari, H. A.; Castaldi, P.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11585/1047533
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