M. Shacham et al., APPLICATION OF FEEDBACK-CONTROL PRINCIPLES FOR SOLVING DIFFERENTIAL-ALGEBRAIC SYSTEMS OF EQUATIONS IN-PROCESS CONTROL EDUCATION, Computers & chemical engineering, 20, 1996, pp. 1329-1334
Simulation of control systems often involves the solution of systems o
f ordinary differential and implicit algebraic equations (DAE's). The
software packages which are most widely used in process control educat
ion (MATLAB, POLYMATH, MATHEMATICA, for example) cannot solve DAE's di
rectly, and often dedicated programs, must be used for this purpose. T
he controlled integration method presented in this paper is based on t
he use of feedback controllers to adjust the value of variables, so th
at the residual of the implicit algebraic equations are kept very clos
e to zero during integration. Any standard integration algorithm can b
e used to solve the mixed system of equations. The same principles and
techniques that are used for design and tuning of process controllers
are used for the design and tuning of the ''controllers'' associated
with the controlled integration. The use of the proposed method is dem
onstrated in a realistic problem of simulation and control of an exoth
ermic batch reactor.