SOME ISSUES IN LIFTING BASED MULTIRATE PROCESS CONTROL
Arun K. Tangirala, CPC Group, U of A
CPC Group Seminar, October 19, 1998 (CME 572, 3:00 p.m.)
Abstract
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Multirate systems arise in chemical engineering due to different sampling
rates of signals of interest. Typically many physical variables such as
flows, temperatures etc., are typically sampled at a relatively faster
rate than the compositions, as an example, in a distillation column. In
the context of closed-loop control, such multirate systems pose a
challenging problem due to several reasons such as increased complexity in
the design with tighter performance specifications. Control of multirate
systems is a very challenging problem and of great practical importance in
the process industry.
Lifting techniques provide a suitable framework for transforming a
multirate single-input single-output (SISO)/ multi-input multi-output
(MIMO) system to a single-rate MIMO system (lifted system). Lifting is
essentially a transformation where a fast-rate signal is suitably
rearranged to give a slow-rate signal of increased dimensionality. In a
multirate system, the signals of interest at different rates are "lifted"
in this fashion resulting in a single-rate system of higher input/output
dimensioniality.
In this work, we present these ideas with emphasis on the theoretical
issues such as intersample ripples in the continuous output, limitations
on the controller gains etc., arising in multirate control based on
lifting techniques. Illustrated examples for a multirate SISO system
where the sampling rate of the input signal is 'n' times faster than that
of the output signal will be presented.
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