Numerical evaluation of the stability of stationary points of index-2 differential-algebraic equations: Applications to reactive flash and reactive distillation systems

Abstract The dynamic behavior of many chemical processes can be represented by an index-2 system of differential-algebraic equations. This index can be reduced by differentiation, but unfortunately the index reduced systems are not guaranteed to possess the same stability characteristics as that of the original system. When the set of differential-algebraic equations can be written in Hessenberg form, the matrix pencil of the linearized system can be used to directly evaluate the stability of a steady state without the need for index reduction. Direct evaluations of stability of reactive flash and reactive distillation are presented. It is also shown that a commonly used index reduction will always result in null eigenvalues at steady state. Stabilization methods were successfully applied to this reduced system. An alternative index reduction method for a reactive flash is generalized and shown to be highly sensitive to minor changes in the jacobian.

[1]  J. M. Watt Numerical Initial Value Problems in Ordinary Differential Equations , 1972 .

[2]  M. F. Malone,et al.  Parametric dependence of solution multiplicity in reactive flashes , 2004 .

[3]  M. A. Akanbi,et al.  Numerical solution of initial value problems in differential - algebraic equations , 2005 .

[4]  Nitin Kaistha,et al.  An efficient algorithm for rigorous dynamic simulation of reactive distillation columns , 2009, Comput. Chem. Eng..

[5]  Ed Anderson,et al.  LAPACK Users' Guide , 1995 .

[6]  G. Froment,et al.  Chemical Reactor Analysis and Design , 1979 .

[7]  C. W. Gear,et al.  Differential-Algebraic Equations , 1984 .

[8]  Ricardo Riaza,et al.  A matrix pencil approach to the local stability analysis of non‐linear circuits , 2004, Int. J. Circuit Theory Appl..

[9]  P. Daoutidis,et al.  Modeling, Analysis and Control of Ethylene Glycol Reactive Distillation Column , 1999 .

[10]  Linda R. Petzold,et al.  Numerical solution of initial-value problems in differential-algebraic equations , 1996, Classics in applied mathematics.

[11]  C. W. Gear,et al.  Differential-algebraic equations index transformations , 1988 .

[12]  Ricardo Riaza,et al.  Singular bifurcations in higher index differential-algebraic equations , 2002 .

[13]  U. Ascher,et al.  Projected implicit Runge-Kutta methods for differential-algebraic equations , 1990 .

[14]  Roswitha März,et al.  Practical Lyapunov stability criteria for differential algebraic equations , 1994 .

[15]  Prodromos Daoutidis,et al.  Control of Nonlinear Differential-Algebraic-Equation Systems with Disturbances , 1995 .

[16]  Uri M. Ascher,et al.  Computer methods for ordinary differential equations and differential-algebraic equations , 1998 .

[17]  William L. Luyben,et al.  Reactive Distillation Design and Control , 2008 .

[18]  Hong Sheng Chin,et al.  Stabilization methods for simulations of constrained multibody dynamics , 1995 .

[19]  Jack Dongarra,et al.  LAPACK Users' Guide, 3rd ed. , 1999 .

[20]  U. Ascher,et al.  Stabilization of DAEs and invariant manifolds , 1994 .

[21]  Ricardo Riaza,et al.  Stability Loss in Quasilinear DAEs by Divergence of a Pencil Eigenvalue , 2010, SIAM J. Math. Anal..

[22]  The stability of a reactive flash , 2001 .

[23]  Werner C. Rheinboldt,et al.  Algorithm 596: a program for a locally parameterized , 1983, TOMS.

[24]  J. Álvarez-Ramírez,et al.  On the Steady-State Multiplicities for an Ethylene Glycol Reactive Distillation Column , 1999 .

[25]  Roswitha März,et al.  Criteria for the Trivial Solution of Differential Algebraic Equations with Small Nonlinearities to be Asymptotically Stable , 1998 .

[26]  Robert S. Huss,et al.  Multiple steady states in reactive distillation: kinetic effects , 2002 .

[27]  J. Baumgarte Stabilization of constraints and integrals of motion in dynamical systems , 1972 .