An integral solution to the control problem has to deal with problems
associated with instrumentation, process modelling, control strategies
and control algorithms. The term ''hierarchical'' control is used her
e to mean the intelligent integration of available knowledge, control
algorithms and logic rules of decision. The selection of information,
algorithms and rules is based on the experimental and theoretical know
ledge of the column flotation process. The software support was design
ed and implemented in object oriented computer programmes. This techni
que allowed the implementation of a combination of control techniques,
algorithms and heuristics, in the form of a control strategy. This st
rategy has shown to fit well with processes exhibiting complex dynamic
characteristics. The hierarchical control was developed and tested in
a pilot and an industrial flotation column including the following ge
neral aspects: coordination of distributed conventional control loops,
verification and diagnosis of sensors, on-line predictive estimation
of operating variables and diagnosis of common operating problems.