T. Clarkepringle et Jf. Macgregor, NONLINEAR ADAPTIVE TEMPERATURE CONTROL OF MULTIPRODUCT, SEMIBATCH POLYMERIZATION REACTORS, Computers & chemical engineering, 21(12), 1997, pp. 1395-1409
This paper considers the temperature control of semi-batch polymerizat
ion reactors in which some of the following issues must be considered:
(i) production of multiple products in the same reactor; (ii) changin
g heat transfer characteristics, during a batch and from batch to batc
h; (iii) time varying and nonlinear reaction rate due to changing mono
mer concentration and diffusion controlled termination reactions (gel
effect); (iv) the absence of detailed kinetic models for the reactors.
The industrial challenge problem published by Chylla and Haase [Chyll
a, R. W. and Haase, D. R. (1993) Temperature control of semi-batch pol
ymerization reactors (with corrected updates). Comput. Chem. Eng. 17,
257-264) is used as the simulation basis for evaluating these problems
. A nonlinear adaptive controller consisting of a nonlinear controller
(based on differential geometric concepts) coupled with an extended K
alman filter (which uses only readily available data and knowledge) is
shown to provide excellent control in all the above situations. In pa
rticular, the on-line estimation is critical for the strong performanc
e of the nonlinear controller over a broad range of conditions. PID co
ntrollers with feedforward terms can perform well at one set of condit
ions, however, they require retuning as conditions and products change
. (C) 1997 Elsevier Science Ltd.