Emphasizes dynamical systems and process stability

Instructor: Larry Biegler

Schedule

8:30 a.m. - 10:00 a.m.

  • Differential algebraic optimization
  • Sequential methods based on ODE solvers
  • Optimal control methods
  • Case studies and examples

10:15 a.m. - 12:00 p.m.

  • Optimization of dynamic systems
  • Collocation-based methods
  • Optimal control and high index DAEs
  • Optimization of unstable systems
  • Nonlinear model predictive control

12:00 p.m. - 1:00 p.m.

  • Break

1:00 p.m. - 3:15 p.m.

  • Parameter estimation
  • Trust region methods
  • Constrained least squares and SQP variants
  • Robust least squares and outlier detection
  • Steady-state date and dynamic data reconciliation

3:30 p.m. - 5:00 p.m.

  • Workshop

(All times ET)

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