Modern integrated chemical plants can be viewed as consisting of a number of smaller interconnected subsystems. Approximate dynamic models for both individual process units and subsystems are the necessary tools for preliminary dynamic studies of plantwide operability and control. A variable-order method is presented that can be used to develop simple dynamic models for such systems. The method is successful in retaining the dominant dynamic modes of the process, and examples are given to demonstrate this point.