December 2017
Intermediate to advanced
268 pages
3h 45m
English
book
Discrete-Time Inverse Optimal Control for Nonlinear Systems
by Edgar N. Sanchez, Fernando Ornelas-Tellez
Content preview from Discrete-Time Inverse Optimal Control for Nonlinear Systems
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7 Glycemic Control of Type 1 Diabetes Mellitus Patients
The neural inverse optimal control for trajectory tracking is applied to glycemic control of T1DM patients. The proposed control law calculates adequate insulin delivery rates in order to prevent hyperglycemia and hypoglycemia levels in T1DM patients. In Section 7.1 a review of diabetes mellitus is presented. The neural inverse optimal control scheme based on the passivity approach is presented in Section 7.2, while the neural inverse optimal control scheme based on the CLF approach is stated in Section 7.3.
Type 1 diabetes mellitus is a metabolic disease caused by destruction of insulin producing beta cells in the pancreas. Diabetes mellitus is one of the costliest health ...
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