The focus of this paper is the development and application to experimental
equipment of fast constrained predictive control algorithms. A review of QP
based algorithm and an alternative using interpolation and LP is considere
d. Despite its undemanding computational nature, the latter algorithm is fo
und to perform well both in simulation and when applied to an actual couple
d-tanks rig. The advantages of the algorithm are further illustrated by com
parison with desaturated PID control.