Nonlinear Control for Blood Glucose Regulation of Diabetic Patients: An LMI Approach (Advanced Studies in Complex Systems) - Softcover

Nath; Dey; Balas

Softcover

ISBN 10: 0323907768 ISBN 13: 9780323907767

Publisher: Academic Press, 2022

Synopsis

Nonlinear Control for Blood Glucose Regulation of Diabetic Patients: An LMI-Based Approach exposes readers to the various existing mathematical models that define the dynamics of glucose-insulin for Type 1 diabetes patients. After providing insights into the mathematical model of patients, the authors discuss the need and emergence of new control techniques that can lead to further development of an artificial pancreas. The book presents various nonlinear control techniques to address the challenges that Type 1 diabetic patients face in maintaining their blood glucose level in the safe range (70-180 mg/dl).

The closed-loop solution provided by the artificial pancreas depends mainly on the effectiveness of the control algorithm, which acts as the brain of the system. APS control algorithms require a mathematical model of the gluco-regulatory system of the T1D patients for their design. Since the gluco-regulatory system is inherently nonlinear and largely affected by external disturbances and parametric uncertainty, developing an accurate model is very difficult.

• Presents control-oriented modeling of the gluco-regulatory system of Type 1 diabetic patients using input-output data
• Demonstrates the design of a robust insulin delivery mechanism utilizing state estimation information with parametric uncertainties and exogenous disturbance in the framework of Linear Matrix Inequality (LMI)
• Introduces readers to the relevance and effectiveness of powerful nonlinear controllers for the Artificial Pancreas
• Provides the first book on LMI-based nonlinear control techniques for the Artificial Pancreas

About this title

About the Author

Valentina Emilia Balas is currently a Full Professor in the Department of Automatics and Applied Software at the Faculty of Engineering, “Aurel Vlaicu” University of Arad, Romania. She holds a PhD cum Laude in Applied Electronics and Telecommunications from the Polytechnic University of Timisoara. Dr. Balas is the author of more than 350 research papers. She is the Editor-in-Chief of the 'International Journal of Advanced Intelligence Paradigms' and the 'International Journal of Computational Systems Engineering', an editorial board member for several other national and international publications, and an expert evaluator for national and international projects and PhD theses.

From the Back Cover

Nonlinear Control for Blood Glucose Regulation of Diabetic Patients: An LMI-Based Approach exposes readers to the various existing mathematical models that define the dynamics of glucose-insulin for Type 1 Diabetic patients. After getting an insight into the mathematical model of the patients, the authors discuss the need and emergence of new control techniques that can lead to further development of an Artificial Pancreas. The book presents various nonlinear control techniques to address the challenges that Type 1 diabetic patients face in maintaining their blood glucose level in the safe range (70-180 mg/dl). Uncontrolled glucose excursions beyond the safe range in both the positive and negative directions result in hyperglycemia and hypoglycemia, respectively, which significantly reduces the life expectancy of the diabetic patient.

Edition details

• Publisher: Academic Press
• Publication date: 2022
• Language: English
• ISBN 10: 0323907768
• ISBN 13: 9780323907767
• Binding: Paperback
• Edition number: 1
• Number of pages: 162