Emilia Balas Valentina Phd (Full Professor Department Of Automatics And Applied Software Faculty Of Engineering " Aurel Vlaicu" University Of Arad Arad Romania)
Emilia Balas Valentina Phd (Full Professor Department Of Automatics And Applied Software Faculty Of Engineering " Aurel Vlaicu" University Of Arad Arad Romania) - Nonlinear Control For Blood Glucose Regulation Of Diabetic Patients: An Lmi Approach -
Emilia Balas Valentina Phd (Full Professor Department Of Automatics And Applied Software Faculty Of Engineering " Aurel Vlaicu" University Of Arad Arad Romania) - Nonlinear Control For Blood Glucose Regulation Of Diabetic Patients: An Lmi Approach -
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Binding: Paperback
Description: 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 T 1 D 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.
Title: Nonlinear Control For Blood Glucose Regulation Of Diabetic Patients: An Lmi Approach
Author(s): Emilia Balas Valentina Phd (Full Professor Department Of Automatics And Applied Software Faculty Of Engineering " Aurel Vlaicu" University Of Arad Arad Romania)
Publisher: Elsevier Science & Technology
Barcode: 9780323907767
Pages: 162 Pages, 65 Illustrations (35 In Full Color); Illustrations, Unspecified
Publication Date: 8/18/2022
Series: Advanced Studies in Complex Systems
Category: Biotechnology
Description: 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 T 1 D 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.
Title: Nonlinear Control For Blood Glucose Regulation Of Diabetic Patients: An Lmi Approach
Author(s): Emilia Balas Valentina Phd (Full Professor Department Of Automatics And Applied Software Faculty Of Engineering " Aurel Vlaicu" University Of Arad Arad Romania)
Publisher: Elsevier Science & Technology
Barcode: 9780323907767
Pages: 162 Pages, 65 Illustrations (35 In Full Color); Illustrations, Unspecified
Publication Date: 8/18/2022
Series: Advanced Studies in Complex Systems
Category: Biotechnology
