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Optimal and Model Predictive Control of Cardiac Alternans

  • Author / Creator
    Yapari, Felicia M
  • The presence of alternans, which is a persistent alternation in the cardiac action potential duration, has been linked to the onset of ventricular arrhythmia, which may lead to sudden cardiac death. In this thesis, we examine the problem of alternans annihilation in a 1D cable of cardiac cells using optimal and model predictive control strategies, through boundary and spatially distributed actuations. In the first part of the thesis, the system of parabolic partial differential equations (PDEs) describing the small amplitude of alternans and the alternation of peak intracellular Ca2+ concentration are stabilized by optimal full state feedback control. A model predictive controller (MPC) was then formulated for the small amplitude of alternans PDE. Finally, to address the issue of controller robustness with respect to model uncertainties, a robust MPC was implemented on the small amplitude of alternans PDE. Simulation studies for all three control methods demonstrate that the proposed strategies can successfully annihilate alternans in cables that are significantly longer than 1 cm, thus overcoming the limitations of earlier control efforts.

  • Subjects / Keywords
  • Graduation date
    2014-11
  • Type of Item
    Thesis
  • Degree
    Master of Science
  • DOI
    https://doi.org/10.7939/R3W37M40V
  • License
    This thesis is made available by the University of Alberta Libraries with permission of the copyright owner solely for non-commercial purposes. This thesis, or any portion thereof, may not otherwise be copied or reproduced without the written consent of the copyright owner, except to the extent permitted by Canadian copyright law.
  • Language
    English
  • Institution
    University of Alberta
  • Degree level
    Master's
  • Department
    • Department of Chemical and Materials Engineering
  • Specialization
    • Process Control
  • Supervisor / co-supervisor and their department(s)
    • Dubljevic, Stevan (Chemical and Materials Engineering)
  • Examining committee members and their departments
    • Dubljevic, Stevan (Chemical and Materials Engineering)
    • Liu, Jinfeng (Chemical and Materials Engineering)
    • Belhamadia, Youssef (Biomedical Engineering)