The scheduling of batch chemical processes has been the focus of a sub
stantial amount of research interest. Work to date has focused primari
ly on building schedules for processes which are assumed to operate in
a deterministic manner. In real world chemical processing facilities
uncertainty exists in all facets of the manufacturing environment. The
deviations which are considered in this work are those which can be r
epresented as processing time variations. A framework is presented whi
ch when used open-loop is an effective tool for evaluating the expecte
d performance and robustness of various scheduling strategies. Two sch
eduling tools are compared, one which uses the uniform time discretize
d model and the other uses a non uniform discretization of time.