A framework for representing the HAZOP knowledge for batch chemical plants was proposed in Part I of this paper. In Part II, we present a knowledge-based system, called Batch HAZOPExpert, which is an implementation of the framework proposed in Part I. The important features of Batch HAZOPExpert and its performance on an industrial case study are described. (C) 1998 Elsevier Science Ltd. All rights reserved.