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

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.

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Publication Details

Journal
Journal of Control and Decision
Published
2025-06-06
DOI
https://doi.org/10.1080/23307706.2025.2504687
Citations
3
Primary Topic
Pancreatic function and diabetes
Type
article
Field-Weighted Citation Impact
6.02
Controls
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article

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

Paolo Castaldi, Hasan Abbasi Nozari, Erfan Noshad
3 citations
Journal of Control and Decision
Pancreatic function and diabetes
6.02
article

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

Paolo Castaldi, Hasan Abbasi Nozari, Erfan Noshad
article en
3 citations

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.

Journal of Control and Decision
Azienda-Unita' Sanitaria Locale Di Cesena (IT), Babol Noshirvani University of Technology (IR), University of Bologna (IT)
Zero hunger
Openalex Percentile: Top 4%
Pancreatic function and diabetes
6.02
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A novel fractional-order integral backstepping control approach: an application to integer-order nonlinear glucose-insulin system dynamics — Paolo Castaldi, Hasan Abbasi Nozari, et al. · Journal of Control and Decision (2025) | TGRS Research Map | TGRS