In this work, a comprehensive model structure for froth flotation is developed by linking the compartment model (Savassi, 2005) to a set of phenomenological models describing the froth recovery, the water recovery and the entrainment factor. This model structure is successfully calibrated against experimental data from a pilot plant campaign with a copper ore. (C) 2014 Elsevier Ltd. All rights reserved.