The complete static behavior of a large class of unstructured models of con
tinuous bioprocesses is classified using elementary concepts of the singula
rity theory and continuation techniques. The class consists of models for w
hich the cell growth rate is proportional to the rate of utilization of lim
iting substrate while the kinetics of cell growth, utilization of limiting
substrate and synthesis of the desired non-biomass product are allowed to a
ssume general forms of substrate and product. This class of models was used
extensively in the literature to model fermentation processes. Global anal
ytical conditions are derived that allow the construction of a practical pi
cture in the multidimensional parameter space delineating the different sta
tic behavior these models can predict, including unique steady states, coex
istence of wash-out conditions with non-trivial steady states and multistab
ility resulting from hysteresis. These general results are applied to a num
ber of experimentally validated models of fermentation processes, and allow
the study of the effect of kinetic and operating parameters on the stabili
ty characteristics of these models. Practical criteria are also derived for
the safe operation of the bioprocesses.