The paper presents some extensions and improvements of an earlier general formulation to deal with operational constraints and plants involving continuous operations. The concept of Unit Usability is introduced to give a unified formulation for a variety of operational constraints. A modified task model for continuous operations enables us to linearize cross-products of one integer variable and two continuous variables. These ideas are illustrated by application to a realistic case-study.