S. Viswanathan et al., AUTOMATING OPERATING PROCEDURE SYNTHESIS FOR BATCH PROCESSES - PART I- KNOWLEDGE REPRESENTATION AND PLANNING FRAMEWORK, Computers & chemical engineering, 22(11), 1998, pp. 1673-1685
Automating the synthesis of operating procedures for batch processes i
s very valuable as plant personnel often spend considerable amount of
time and effort in preparing and verifying them for correctness and co
mpleteness. Towards this goal, a framework for automating operating pr
ocedure synthesis for batch processes is proposed in this paper. We pr
opose an approach based on Grafcet, a discrete event modeling concept,
to represent procedural knowledge combined with an object-oriented re
presentation of the declarative knowledge. Grafcet is also used to mod
el the information; called inferred knowledge, that is incrementally g
enerated during operating procedure synthesis. The details of the basi
c components and the advanced features of Grafcet that make it a suita
ble technique for modeling the procedural and inferred knowledge are p
resented. A hierarchical planning strategy is proposed that uses the d
eclarative and procedural knowledge to generate the inferred knowledge
incrementally, which leads to the synthesis of the operating procedur
es. The implementation of this framework and its application to an ind
ustrial case study are presented in Part II. (C) 1998 Published by Els
evier Science Ltd. All rights reserved.