This paper presents a study about neuronal networks contribution for t
he rolling, and bending force presetting on the 80'' Florange temper m
ill. The first step showed the interest of the connexitive model with
regard to a classical view; a second phase permitted an optimization o
f a network before its implantation in an on-line simulator. Results a
re then presented and discussed.