Model Predictive Control for Linear Impulsive Systems

Linear Impulsive Control Systems have been extensively studied with respect to their equilibrium points which, in most cases, are no other than the origin. However, the trajectory of the system cannot be stabilized to arbitrary desired points which imposes a significant restriction towards their utilization in various applications such as drug administration. In this paper, we study the equilibrium of Linear Impulsive Systems in light of target-sets instead of the standard equilibrium point approach. We properly extend the notion of invariant sets which is crucial in designing asymptotically stable Model Predictive Controllers (MPC).

[1]  Yunman Li,et al.  Therapeutic time window for treatment of focal cerebral ischemia reperfusion injury with XQ-1h in rats. , 2011, European journal of pharmacology.

[2]  Pantelis Sopasakis,et al.  Stochastic Model Predictive Control for Constrained Networked Control Systems with Random Time Delay , 2011 .

[3]  Valeriano Antunes de Oliveira,et al.  Invariance for impulsive control systems , 2008 .

[4]  Panagiotis Patrinos,et al.  A new algorithm for solving convex parametric quadratic programs based on graphical derivatives of solution mappings , 2010, Autom..

[5]  R. Corley Pharmacokinetics and PBPK Models , 2010 .

[6]  L. Grüne,et al.  Nonlinear Model Predictive Control : Theory and Algorithms. 2nd Edition , 2011 .

[7]  Chris Clausen,et al.  Lithium pharmacokinetics: Single-dose experiments and analysis using a physiological model , 1980, Journal of Pharmacokinetics and Biopharmaceutics.

[8]  Ricardo G. Sanfelice,et al.  Hybrid Dynamical Systems: Modeling, Stability, and Robustness , 2012 .

[9]  Fernando Lobo Pereira,et al.  Model Predictive Control of Impulsive Dynamical Systems , 2012 .

[10]  A. Samoilenko,et al.  Impulsive differential equations , 1995 .

[11]  D. Bainov,et al.  Global stability of sets for impulsive differential systems by Lyapunov's direct method , 1990 .

[12]  Enmin Feng,et al.  Bilevel parameters identification for the multi-stage nonlinear impulsive system in microorganisms fed-batch cultures , 2008 .

[13]  Pantelis Sopasakis,et al.  MPC for Sampled-Data Linear Systems: Guaranteeing Constraint Satisfaction in Continuous-Time , 2014, IEEE Transactions on Automatic Control.

[14]  Tao Yang,et al.  In: Impulsive control theory , 2001 .

[15]  Alan Schumitzky,et al.  Optimal impulsive control of compartment models, I: Qualitative aspects , 1976 .

[16]  Thomas Carter,et al.  Optimal impulsive space trajectories based on linear equations , 1991 .

[17]  Lars Grne,et al.  Nonlinear Model Predictive Control: Theory and Algorithms , 2011 .

[18]  M. Benchohra,et al.  Impulsive differential equations and inclusions , 2006 .

[19]  Kok Lay Teo,et al.  Stability analysis of impulsive control systems , 2003 .