Since Peterka first introduced the concept of self-tuning control the indus
trial application of self-tuning or adaptive control, has not been as wides
pread as might have been expected. Self-tuning concepts are relatively simp
le but procedures and techniques for routine plant application have not eme
rged quite so easily. As a contribution to enhance the industrial acceptanc
e of self-tuning control, the concept of a Limited Authority Self-tuning Co
ntroller is described in the first part of the paper. The second part of th
e paper gives the details of an industrial application of this concept in e
lectric power generation. Conclusions and future research directions close
the paper. Copyright (C) 1999 John Wiley & Sons, Ltd.