This paper presents a novel MILP formulation that addresses the simultaneous optimization of the short-term scheduling and blending problem in oil-refinery applications. Depending on the problem characteristics as well as the required flexibility in the solution, the model can be based on either a discrete or a continuous-time domain representation. In order to preserve the model’s linearity, a...