D. Sankowski et al., AUTOTUNING TEMPERATURE CONTROL USING IDENTIFICATION BY MULTIFREQUENCYBINARY SEQUENCES, IEE proceedings. Control theory and applications, 144(3), 1997, pp. 233-240
The PID control algorithm applied in the paper is still one of the mos
t popular in many branches of industry. Modern temperature controllers
should be equipped with an identification algorithm which allows the
determination of the controller settings automatically with high accur
acy. This approach leads to the idea of autotuning controllers, which
are often based on knowledge of the frequency response of the system.
In the paper the multifrequency binary testing identification method i
n the frequency domain using multifrequency binary sequences (MBS) is
applied. This method provides rich information about process dynamics
in the form of a few points of the frequency response even though the
process is only slightly disturbed. Additionally, the procedures discu
ssed ensure proper choice of the controller structure and its paramete
rs during a short duration identification experiment as well as correc
tion of the errors due to the slow aspects of the furnace dynamics, Th
is allows the MBS method to be applied in the closed loop structure ju
st after the temperature set point has been reached. Start-up identifi
cation, which is also described, is a source of a priori knowledge, co
mplementing the MBS method. The presented theory has been verified by
experiments. A 20 kW industrial electric resistance furnace was used i
n the experimental work.