When dealing with industrial systems, standard estimation algorithms b
ased on recursive least squares are often unable to provide satisfacto
ry performances; this is due to iii-conditioning of the least squares
problem. When use is made of enhanced schemes based on orthogonal tran
sformations combined with cautious least squares, better use can be ma
de of available information.