This is discussed in detail in the relevant sections. All unit operations were simulated with a common simplification as continuous processes (Aden et al., 2002; Sassner et al., 2008; Luo et al., 2010). Unit operations that would likely be operated in batch mode (e.g. per-treatment and fermentations), can thus be seen as an average mass and energy balance over time within the simulation.